Tat-Seng Chua - RankMe

1335 papers A* 380A 47B 48C 5Journal 659Unranked 175

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ACE-Align: Attribute Causal Effect Alignment for Cultural Values under Varying Persona Granularities. CoRR Jiatang Luo, Bingbing Xu, Rongxin Chen, Xiaoyan Zhao, Yang Zhang, Liang Pang, Zhiyong Huang, Tat-Seng Chua, Huawei Shen
2026	J	`jnl`	AUHead: Realistic Emotional Talking Head Generation via Action Units Control. CoRR Jiayi Lyu, Leigang Qu, Wenjing Zhang, Hanyu Jiang, Kai Liu, Zhenglin Zhou, Xiaobo Xia, Jian Xue, Tat-Seng Chua
2026	J	`jnl`	Active Zero: Self-Evolving Vision-Language Models through Active Environment Exploration. CoRR Jinghan He, Junfeng Fang, Feng Xiong, Zijun Yao, Fei Shen, Haiyun Guo, Jinqiao Wang, Tat-Seng Chua
2026	J	`jnl`	Addressing graph heterogeneity and heterophily from a spectral perspective. Neurocomputing Kangkang Lu, Yanhua Yu, Ruopei Guo, Nan Cheng, Zhiyong Huang, Yunshan Ma, MeiYu Liang, Yuling Wang, Xiting Qin, Yimeng Ren, Tat-Seng Chua
2026	J	`jnl`	AgentNoiseBench: Benchmarking Robustness of Tool-Using LLM Agents Under Noisy Condition. CoRR Ruipeng Wang, Yuxin Chen, Yukai Wang, Chang Wu, Junfeng Fang, Xiaodong Cai, Qi Gu, Hui Su, An Zhang, Xiang Wang, Xunliang Cai, Tat-Seng Chua
2026	J	`jnl`	An Extensive Benchmark for Single-Round and Multi-Round Instruction-Based Image Editing. Int. J. Comput. Vis. Yiwei Ma, Ke Ye, Weihuang Lin, Jiayi Ji, Xiaoshuai Sun, Tat-Seng Chua, Rongrong Ji
2026	A*	`conf`	Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking. WWW Xinyu Lin, Pengyuan Liu, Wenjie Wang, Yicheng Hu, Chen Xu, Fuli Feng, Qifan Wang, Tat-Seng Chua
2026	J	`jnl`	Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking. CoRR Xinyu Lin, Pengyuan Liu, Wenjie Wang, Yicheng Hu, Chen Xu, Fuli Feng, Qifan Wang, Tat-Seng Chua
2026	J	`jnl`	Can Large Language Models Derive New Knowledge? A Dynamic Benchmark for Biological Knowledge Discovery. CoRR Chaoqun Yang, Xinyu Lin, Shulin Li, Wenjie Wang, Ruihan Guo, Fuli Feng, Tat-Seng Chua
2026	J	`jnl`	Controllable Value Alignment in Large Language Models through Neuron-Level Editing. CoRR Yonghui Yang, Junwei Li, Jilong Liu, Yicheng He, Fengbin Zhu, Weibiao Huang, Le Wu, Richang Hong, Tat-Seng Chua
2026	J	`jnl`	DNA: Uncovering Universal Latent Forgery Knowledge. CoRR Jingtong Dou, Chuancheng Shi, Yemin Wang, Shiming Guo, Anqi Yi, Wenhua Wu, Li Zhang, Fei Shen, Tat-Seng Chua
2026	J	`jnl`	Do LLMs and VLMs Share Neurons for Inference? Evidence and Mechanisms of Cross-Modal Transfer. CoRR Chenhang Cui, An Zhang, Yuxin Chen, Gelei Deng, Jingnan Zheng, Zhenkai Liang, Xiang Wang, Tat-Seng Chua
2026	J	`jnl`	ExplainHM++: Explainable Harmful Meme Detection With Retrieval-Augmented Debate Between Large Multimodal Models. IEEE Trans. Knowl. Data Eng. Hongzhan Lin, Wei Gao, Jing Ma, Yang Deng, Ziyang Luo, Bo Wang, Ruichao Yang, Tat-Seng Chua
2026	J	`jnl`	Fast Track Anything With Sparse Spatio-Temporal Propagation for Unified Video Segmentation. IEEE Trans. Image Process. Jisheng Dang, Huicheng Zheng, Zhixuan Chen, Zhang Li, Yulan Guo, Tat-Seng Chua
2026	J	`jnl`	FinDeepForecast: A Live Multi-Agent System for Benchmarking Deep Research Agents in Financial Forecasting. CoRR Xiangyu Li, Xuan Yao, Guohao Qi, Fengbin Zhu, Kelvin J. L. Koa, Xiang Yao Ng, Ziyang Liu, Xingyu Ni, Chang Liu, Yonghui Yang, Yang Zhang, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Xiaofen Xing, Xiangmin Xu, Tat-Seng Chua, Ke-Wei Huang
2026	J	`jnl`	FreeAct: Freeing Activations for LLM Quantization. CoRR Xiaohao Liu, Xiaobo Xia, Manyi Zhang, Ji-Fu Li, Xianzhi Yu, Fei Shen, Xiu Su, See-Kiong Ng, Tat-Seng Chua
2026	J	`jnl`	GIFT: Games as Informal Training for Generalizable LLMs. CoRR Nuoyan Lyu, Bingbing Xu, Weihao Meng, Yige Yuan, Yang Zhang, Zhiyong Huang, Tat-Seng Chua, Huawei Shen
2026	J	`jnl`	Global Commander and Local Operative: A Dual-Agent Framework for Scene Navigation. CoRR Kaiming Jin, Yuefan Wu, Shengqiong Wu, Bobo Li, Shuicheng Yan, Tat-Seng Chua
2026	—	`conf`	Integrating Symbolic and Waveform Music Into Large Language Models. MMM (2) Teng Tu, Xiaohao Liu, Yunshan Ma, Ji Qi, Tat-Seng Chua
2026	J	`jnl`	JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation. CoRR Kai Liu, Yanhao Zheng, Kai Wang, Shengqiong Wu, Rongjunchen Zhang, Jiebo Luo, Dimitrios Hatzinakos, Ziwei Liu, Hao Fei, Tat-Seng Chua
2026	A*	`conf`	LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid. AAAI Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Xiaoying Zhang, Chi Chen, Jun Song, Yuan Yao, Tat-Seng Chua, Maosong Sun
2026	J	`jnl`	Learning to Self-Verify Makes Language Models Better Reasoners. CoRR Yuxin Chen, Yu Wang, Yi Zhang, Ziang Ye, Zhengzhou Cai, Yaorui Shi, Qi Gu, Hui Su, Xunliang Cai, Xiang Wang, An Zhang, Tat-Seng Chua
2026	J	`jnl`	Lingua-SafetyBench: A Benchmark for Safety Evaluation of Multilingual Vision-Language Models. CoRR Enyi Shi, Pengyang Shao, Yanxin Zhang, Chenhang Cui, Jiayi Lyu, Xu Xie, Xiaobo Xia, Fei Shen, Tat-Seng Chua
2026	A*	`conf`	Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models. AAAI Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua
2026	—	`conf`	MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding and Grounding. MMM (1) Fengbin Zhu, Ziyang Liu, Xiang Yao Ng, Haohui Wu, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Tat-Seng Chua
2026	J	`jnl`	MURE: Hierarchical Multi-Resolution Encoding via Vision-Language Models for Visual Document Retrieval. CoRR Fengbin Zhu, Zijing Cai, Yuzhe Wang, Pengyang Shao, Wenjie Wang, Fuli Feng, Richang Hong, Tat-Seng Chua
2026	J	`jnl`	MiniRec: Data-Efficient Reinforcement Learning for LLM-based Recommendation. CoRR Lin Wang, Yang Zhang, Jingfan Chen, Xiaoyan Zhao, Fengbin Zhu, Qing Li, Tat-Seng Chua
2026	J	`jnl`	Modeling Cross-vision Synergy for Unified Large Vision Model. CoRR Shengqiong Wu, Lanhu Wu, Mingyang Bao, Wenhao Xu, Hanwang Zhang, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2026	J	`jnl`	NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels. CoRR Junfeng Fang, Nachuan Chen, Houcheng Jiang, Dan Zhang, Fei Shen, Xiang Wang, Xiangnan He, Tat-Seng Chua
2026	J	`jnl`	NextMem: Towards Latent Factual Memory for LLM-based Agents. CoRR Zeyu Zhang, Rui Li, Xiaoyan Zhao, Yang Zhang, Wenjie Wang, Xu Chen, Tat-Seng Chua
2026	J	`jnl`	Positive-Unlabeled Reinforcement Learning Distillation for On-Premise Small Models. CoRR Zhiqiang Kou, Junyang Chen, Xin-Qiang Cai, Xiaobo Xia, Ming-Kun Xie, Dong-Dong Wu, Biao Liu, Yuheng Jia, Xin Geng, Masashi Sugiyama, Tat-Seng Chua
2026	J	`jnl`	Progressive Text-to-3D Generation for Automatic 3D Prototyping. ACM Trans. Multim. Comput. Commun. Appl. Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua
2026	J	`jnl`	ReCALL: Recalibrating Capability Degradation for MLLM-based Composed Image Retrieval. CoRR Tianyu Yang, ChenWei He, Xiangzhao Hao, Tianyue Wang, Jiarui Guo, Haiyun Guo, Leigang Qu, Jinqiao Wang, Tat-Seng Chua
2026	J	`jnl`	Reasoning over Semantic IDs Enhances Generative Recommendation. CoRR Yingzhi He, Yan Sun, Junfei Tan, Yuxin Chen, Xiaoyu Kong, Chunxu Shen, Xiang Wang, An Zhang, Tat-Seng Chua
2026	J	`jnl`	Reinforcing Chain-of-Thought Reasoning with Self-Evolving Rubrics. CoRR Leheng Sheng, Wenchang Ma, Ruixin Hong, Xiang Wang, An Zhang, Tat-Seng Chua
2026	J	`jnl`	Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control. CoRR Yonghui Yang, Wenjian Tao, Jilong Liu, Xingyu Zhu, Junfeng Fang, Weibiao Huang, Le Wu, Richang Hong, Tat-Seng Chua
2026	J	`jnl`	Risky-Bench: Probing Agentic Safety Risks under Real-World Deployment. CoRR Jingnan Zheng, Yanzhen Luo, Jingjun Xu, Bingnan Liu, Yuxin Chen, Chenhang Cui, Gelei Deng, Chaochao Lu, Xiang Wang, An Zhang, Tat-Seng Chua
2026	J	`jnl`	SafeNeuron: Neuron-Level Safety Alignment for Large Language Models. CoRR Zhaoxin Wang, Jiaming Liang, Fengbin Zhu, Weixiang Zhao, Junfeng Fang, Jiayi Ji, Handing Wang, Tat-Seng Chua
2026	J	`jnl`	Scene-Text Grounding for Text-Based Video Question Answering. IEEE Trans. Multim. Sheng Zhou, Junbin Xiao, Xun Yang, Peipei Song, Dan Guo, Angela Yao, Meng Wang, Tat-Seng Chua
2026	J	`jnl`	Self-Guard: Defending Large Reasoning Models via enhanced self-reflection. CoRR Jingnan Zheng, Jingjun Xu, Yanzhen Luo, Chenhang Cui, Gelei Deng, Zhenkai Liang, Xiang Wang, An Zhang, Tat-Seng Chua
2026	J	`jnl`	Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking. CoRR Shengqiong Wu, Bobo Li, Xinkai Wang, Xiangtai Li, Lei Cui, Furu Wei, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2026	J	`jnl`	The Missing Half: Unveiling Training-time Implicit Safety Risks Beyond Deployment. CoRR Zhexin Zhang, Yida Lu, Junfeng Fang, Junxiao Yang, Shiyao Cui, Hao Zhou, Fandong Meng, Jie Zhou, Hongning Wang, Minlie Huang, Tat-Seng Chua
2026	A*	`conf`	ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting. WWW Haoxuan Li, He Chang, Yunshan Ma, Yi Bin, Yang Yang, See-Kiong Ng, Tat-Seng Chua
2026	J	`jnl`	ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting. CoRR Haoxuan Li, He Chang, Yunshan Ma, Yi Bin, Yang Yang, See-Kiong Ng, Tat-Seng Chua
2026	J	`jnl`	Thinking with Blueprints: Assisting Vision-Language Models in Spatial Reasoning via Structured Object Representation. CoRR Weijian Ma, Shizhao Sun, Tianyu Yu, Ruiyu Wang, Tat-Seng Chua, Jiang Bian
2026	J	`jnl`	Towards Comprehensive Stage-wise Benchmarking of Large Language Models in Fact-Checking. CoRR Hongzhan Lin, Zixin Chen, Zhiqi Shen, Ziyang Luo, Zhen Ye, Jing Ma, Tat-Seng Chua, Guandong Xu
2026	J	`jnl`	TraceRouter: Robust Safety for Large Foundation Models via Path-Level Intervention. CoRR Chuancheng Shi, Shangze Li, Wenjun Lu, Wenhua Wu, Cong Wang, Zifeng Cheng, Fei Shen, Tat-Seng Chua
2026	J	`jnl`	Transport and Merge: Cross-Architecture Merging for Large Language Models. CoRR Chenhang Cui, Binyun Yang, Fei Shen, Yuxin Chen, Jingnan Zheng, Xiang Wang, An Zhang, Tat-Seng Chua
2026	J	`jnl`	Understanding Multilingualism in Mixture-of-Experts LLMs: Routing Mechanism, Expert Specialization, and Layerwise Steering. CoRR Yuxin Chen, Zhengzhou Cai, Xiangtian Ji, Weixiang Zhao, An Zhang, Xiang Wang, Tat-Seng Chua
2026	J	`jnl`	Verifiable Reasoning for LLM-based Generative Recommendation. CoRR Xinyu Lin, Hanqing Zeng, Hanchao Yu, Yinglong Xia, Jiang Zhang, Aashu Singh, Fei Liu, Wenjie Wang, Fuli Feng, Tat-Seng Chua, Qifan Wang
2026	J	`jnl`	Video Decoupling Networks for Accurate, Efficient, Generalizable, and Robust Video Object Segmentation. IEEE Trans. Image Process. Jisheng Dang, Huicheng Zheng, Yulan Guo, Jianhuang Lai, Bin Hu, Tat-Seng Chua
2026	J	`jnl`	When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning. CoRR Leheng Sheng, Yongtao Zhang, Wenchang Ma, Yaorui Shi, Ting Huang, Xiang Wang, An Zhang, Ke Shen, Tat-Seng Chua
2026	J	`jnl`	Who Transfers Safety? Identifying and Targeting Cross-Lingual Shared Safety Neurons. CoRR Xianhui Zhang, Chengyu Xie, Linxia Zhu, Yonghui Yang, Weixiang Zhao, Zifeng Cheng, Cong Wang, Fei Shen, Tat-Seng Chua
2026	J	`jnl`	WorldArena: A Unified Benchmark for Evaluating Perception and Functional Utility of Embodied World Models. CoRR Yu Shang, Zhuohang Li, Yiding Ma, Weikang Su, Xin Jin, Ziyou Wang, Lei Jin, Xin Zhang, Yinzhou Tang, Haisheng Su, Chen Gao, Wei Wu, Xihui Liu, Dhruv Shah, Zhaoxiang Zhang, Zhibo Chen, Jun Zhu, Yonghong Tian, Tat-Seng Chua, Wenwu Zhu, Yong Li
2025	—	`conf`	A Federated Framework for LLM-based Recommendation. NAACL (Findings) Jujia Zhao, Wenjie Wang, Chen Xu, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	A Reason-then-Describe Instruction Interpreter for Controllable Video Generation. CoRR Shengqiong Wu, Weicai Ye, Yuanxing Zhang, Jiahao Wang, Quande Liu, Xintao Wang, Pengfei Wan, Kun Gai, Hao Fei, Tat-Seng Chua
2025	A*	`conf`	AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender. EMNLP Weixiang Zhao, Jiahe Guo, Yulin Hu, Yang Deng, An Zhang, Xingyu Sui, Xinyang Han, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025	J	`jnl`	AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender. CoRR Weixiang Zhao, Jiahe Guo, Yulin Hu, Yang Deng, An Zhang, Xingyu Sui, Xinyang Han, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025	A*	`conf`	Aligning Large Language Models for Faithful Integrity Against Opposing Argument. AAAI Yong Zhao, Yang Deng, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	Aligning Large Language Models for Faithful Integrity Against Opposing Argument. CoRR Yong Zhao, Yang Deng, See-Kiong Ng, Tat-Seng Chua
2025	A*	`conf`	AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. ICLR Junfeng Fang, Houcheng Jiang, Kun Wang, Yunshan Ma, Jie Shi, Xiang Wang, Xiangnan He, Tat-Seng Chua
2025	J	`jnl`	AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint. CoRR Leheng Sheng, Changshuo Shen, Weixiang Zhao, Junfeng Fang, Xiaohao Liu, Zhenkai Liang, Xiang Wang, An Zhang, Tat-Seng Chua
2025	J	`jnl`	An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes. CoRR Ji Qi, Yuan Yao, Yushi Bai, Bin Xu, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua
2025	J	`jnl`	AnchorFlow: Training-Free 3D Editing via Latent Anchor-Aligned Flows. CoRR Zhenglin Zhou, Fan Ma, Chengzhuo Gui, Xiaobo Xia, Hehe Fan, Yi Yang, Tat-Seng Chua
2025	J	`jnl`	Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation. CoRR Shengqiong Wu, Weicai Ye, Jiahao Wang, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2025	A*	`conf`	AnyEdit: Edit Any Knowledge Encoded in Language Models. ICML Houcheng Jiang, Junfeng Fang, Ningyu Zhang, Mingyang Wan, Guojun Ma, Xiang Wang, Xiangnan He, Tat-Seng Chua
2025	J	`jnl`	AnyEdit: Edit Any Knowledge Encoded in Language Models. CoRR Houcheng Jiang, Junfeng Fang, Ningyu Zhang, Guojun Ma, Mingyang Wan, Xiang Wang, Xiangnan He, Tat-Seng Chua
2025	J	`jnl`	Are Reasoning Models More Prone to Hallucination? CoRR Zijun Yao, Yantao Liu, Yanxu Chen, Jianhui Chen, Junfeng Fang, Lei Hou, Juanzi Li, Tat-Seng Chua
2025	A*	`conf`	Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning. AAAI Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Tat-Seng Chua, Yao Zhao
2025	J	`jnl`	Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program. CoRR Minghe Gao, Xuqi Liu, Zhongqi Yue, Yang Wu, Shuang Chen, Juncheng Li, Siliang Tang, Fei Wu, Tat-Seng Chua, Yueting Zhuang
2025	—	`conf`	Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs. ACL (1) Weixiang Zhao, Yulin Hu, Yang Deng, Jiahe Guo, Xingyu Sui, Xinyang Han, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025	J	`jnl`	Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs. CoRR Weixiang Zhao, Yulin Hu, Yang Deng, Jiahe Guo, Xingyu Sui, Xinyang Han, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025	A*	`conf`	Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark. ICML Bingchen Miao, Yang Wu, Minghe Gao, Qifan Yu, Wendong Bu, Wenqiao Zhang, Yunfei Li, Siliang Tang, Tat-Seng Chua, Juncheng Li
2025	J	`jnl`	Boosting Virtual Agent Learning and Reasoning: A Step-wise, Multi-dimensional, and Generalist Reward Model with Benchmark. CoRR Bingchen Miao, Yang Wu, Minghe Gao, Qifan Yu, Wendong Bu, Wenqiao Zhang, Yunfei Li, Siliang Tang, Tat-Seng Chua, Juncheng Li
2025	A*	`conf`	Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation. ICLR Chen Xu, Yuxin Li, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua
2025	J	`jnl`	Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation. CoRR Chen Xu, Yuxin Li, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua
2025	J	`jnl`	CARL: Critical Action Focused Reinforcement Learning for Multi-Step Agent. CoRR Leyang Shen, Yang Zhang, Chun Kai Ling, Xiaoyan Zhao, Tat-Seng Chua
2025	J	`jnl`	Calibrated Multimodal Representation Learning with Missing Modalities. CoRR Xiaohao Liu, Xiaobo Xia, Jiaheng Wei, Shuo Yang, Xiu Su, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	Can Large Language Models Improve Spectral Graph Neural Networks? CoRR Kangkang Lu, Yanhua Yu, Zhiyong Huang, Tat-Seng Chua
2025	J	`jnl`	Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis. CoRR Lei-Lei Li, Jianwu Fang, Junbin Xiao, Shanmin Pang, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
2025	A*	`conf`	Coarse-to-Fine Cross-Modality Generation for Enhancing Vehicle Re-Identification with High-Fidelity Synthetic Data. ICRA Leyang Jin, Wei Ji, Tat-Seng Chua, Zhedong Zheng
2025	A*	`conf`	Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. AAAI Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua
2025	J	`jnl`	Compose Your Aesthetics: Empowering Text-to-Image Models with the Principles of Art. CoRR Zhe Jin, Tat-Seng Chua
2025	J	`jnl`	Continual Multimodal Contrastive Learning. CoRR Xiaohao Liu, Xiaobo Xia, See-Kiong Ng, Tat-Seng Chua
2025	—	`conf`	Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence. ACL (1) Jinghan He, Kuan Zhu, Haiyun Guo, Junfeng Fang, Zhenglin Hua, Yuheng Jia, Ming Tang, Tat-Seng Chua, Jinqiao Wang
2025	A*	`conf`	DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition. ACM Multimedia Yiyan Xu, Wuqiang Zheng, Wenjie Wang, Fengbin Zhu, Xinting Hu, Yang Zhang, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition. CoRR Yiyan Xu, Wuqiang Zheng, Wenjie Wang, Fengbin Zhu, Xinting Hu, Yang Zhang, Fuli Feng, Tat-Seng Chua
2025	—	`conf`	Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation. EMNLP (Findings) Chengbing Wang, Yang Zhang, Zhicheng Wang, Tianhao Shi, Keqin Bao, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	Decoding in Latent Spaces for Efficient Inference in LLM-based Recommendation. CoRR Chengbing Wang, Yang Zhang, Zhicheng Wang, Tianhao Shi, Keqin Bao, Fuli Feng, Tat-Seng Chua
2025	A*	`conf`	Decoupling Knowledge and Context: An Efficient and Effective Retrieval Augmented Generation Framework via Cross Attention. WWW Qian Dong, Qingyao Ai, Hongning Wang, Yiding Liu, Haitao Li, Weihang Su, Yiqun Liu, Tat-Seng Chua, Shaoping Ma
2025	J	`jnl`	Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation. CoRR Jiajie Su, Qiyong Zhong, Yunshan Ma, Yuwei Liu, Chao-Chao Chen, Xiaolin Zheng, Jianwei Yin, Tat-Seng Chua
2025	J	`jnl`	Domain-aware Multimodal Dialog Systems with Distribution-based User Characteristic Modeling. ACM Trans. Multim. Comput. Commun. Appl. Xiaolin Chen, Xuemeng Song, Jianhui Zuo, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
2025	A*	`conf`	DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization. ICML Zhenglin Zhou, Xiaobo Xia, Fan Ma, Hehe Fan, Yi Yang, Tat-Seng Chua
2025	J	`jnl`	DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization. CoRR Zhenglin Zhou, Xiaobo Xia, Fan Ma, Hehe Fan, Yi Yang, Tat-Seng Chua
2025	J	`jnl`	Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation. CoRR Han Liu, Yinwei Wei, Fan Liu, Wenjie Wang, Liqiang Nie, Tat-Seng Chua
2025	—	`conf`	EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens. KDD (2) Chaoqun Yang, Xinyu Lin, Wenjie Wang, Yongqi Li, Teng Sun, Xianjing Han, Tat-Seng Chua
2025	J	`jnl`	EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens. CoRR Chaoqun Yang, Xinyu Lin, Wenjie Wang, Yongqi Li, Teng Sun, Xianjing Han, Tat-Seng Chua
2025	J	`jnl`	EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis. CoRR Jianwu Fang, Lei-Lei Li, Zhedong Zheng, Hongkai Yu, Jianru Xue, Zhengguo Li, Tat-Seng Chua
2025	J	`jnl`	EQ-TAA: Equivariant Traffic Accident Anticipation via Diffusion-Based Accident Video Synthesis. IEEE Trans. Multim. Jianwu Fang, Lei-Lei Li, Zhedong Zheng, Hongkai Yu, Jianru Xue, Zhengguo Li, Tat-Seng Chua
2025	A*	`conf`	Efficient Inference for Large Language Model-based Generative Recommendation. ICLR Xinyu Lin, Chaoqun Yang, Wenjie Wang, Yongqi Li, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2025	A*	`conf`	EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering. CVPR Sheng Zhou, Junbin Xiao, Qingyun Li, Yicong Li, Xun Yang, Dan Guo, Meng Wang, Tat-Seng Chua, Angela Yao
2025	J	`jnl`	EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering. CoRR Sheng Zhou, Junbin Xiao, Qingyun Li, Yicong Li, Xun Yang, Dan Guo, Meng Wang, Tat-Seng Chua, Angela Yao
2025	J	`jnl`	Envisioning Recommendations on an LLM-Based Agent Platform. Commun. ACM Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	ExpLLM: Towards Chain of Thought for Facial Expression Recognition. IEEE Trans. Multim. Xing Lan, Jian Xue, Ji Qi, Dongmei Jiang, Ke Lu, Tat-Seng Chua
2025	A*	`conf`	Exploring Training and Inference Scaling Laws in Generative Retrieval. SIGIR Hongru Cai, Yongqi Li, Ruifeng Yuan, Wenjie Wang, Zhen Zhang, Wenjie Li, Tat-Seng Chua
2025	J	`jnl`	Exploring Training and Inference Scaling Laws in Generative Retrieval. CoRR Hongru Cai, Yongqi Li, Ruifeng Yuan, Wenjie Wang, Zhen Zhang, Wenjie Li, Tat-Seng Chua
2025	J	`jnl`	Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement. CoRR Weixiang Zhao, Jiahe Guo, Yang Deng, Xingyu Sui, Yulin Hu, Yanyan Zhao, Wanxiang Che, Bing Qin, Tat-Seng Chua, Ting Liu
2025	J	`jnl`	Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models. CoRR Xiaoyan Zhao, Yang Deng, Wenjie Wang, Hongzhan Lin, Hong Cheng, Rui Zhang, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	Extending Visual Dynamics for Video-to-Music Generation. CoRR Xiaohao Liu, Teng Tu, Yunshan Ma, Tat-Seng Chua
2025	A*	`conf`	External Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding. IJCAI Jisheng Dang, Huicheng Zheng, Xudong Wu, Jingmei Jiao, Bimei Wang, Jun Yang, Bin Hu, Jianhuang Lai, Tat-Seng Chua
2025	—	`conf`	FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models. ACL (1) Hongzhan Lin, Yang Deng, Yuxuan Gu, Wenxuan Zhang, Jing Ma, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models. CoRR Hongzhan Lin, Yang Deng, Yuxuan Gu, Wenxuan Zhang, Jing Ma, See-Kiong Ng, Tat-Seng Chua
2025	A*	`conf`	FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models. ICML Xinting Liao, Weiming Liu, Jiaming Qian, Pengyang Zhou, Jiahe Xu, Wenjie Wang, Chaochao Chen, Xiaolin Zheng, Tat-Seng Chua
2025	J	`jnl`	FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models. CoRR Xinting Liao, Weiming Liu, Jiaming Qian, Pengyang Zhou, Jiahe Xu, Wenjie Wang, Chao-Chao Chen, Xiaolin Zheng, Tat-Seng Chua
2025	J	`jnl`	FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis. CoRR Fengbin Zhu, Xiang Yao Ng, Ziyang Liu, Chang Liu, Xianwei Zeng, Chao Wang, Tianhui Tan, Xuan Yao, Pengyang Shao, Min Xu, Zixuan Wang, Jing Wang, Xin Li, Junfeng Li, Jingxian Zhu, Yang Zhang, Wenjie Wang, Fuli Feng, Richang Hong, Huanbo Luan, Ke-Wei Huang, Tat-Seng Chua
2025	A*	`conf`	FinIR: The 2nd Workshop on Financial Information Retrieval in the Era of Generative AI. SIGIR Fengbin Zhu, Yunshan Ma, Fuli Feng, Chao Wang, Huanbo Luan, Guangnan Ye, Shuo Zhang, Dhagash Mehta, Pingping Chen, Bing Xiang, Tat-Seng Chua
2025	J	`jnl`	FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance. CoRR Fengbin Zhu, Junfeng Li, Liangming Pan, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Tat-Seng Chua
2025	A*	`conf`	Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment. ICLR Chenhang Cui, An Zhang, Yiyang Zhou, Zhaorun Chen, Gelei Deng, Huaxiu Yao, Tat-Seng Chua
2025	—	`conf`	Fine-tuning Multimodal Large Language Models for Product Bundling. KDD (1) Xiaohao Liu, Jie Wu, Zhulin Tao, Yunshan Ma, Yinwei Wei, Tat-Seng Chua
2025	—	`conf`	G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models. ACL (Findings) Long Bai, Zixuan Li, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng, Tat-Seng Chua
2025	J	`jnl`	G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models. CoRR Long Bai, Zixuan Li, Xiaolong Jin, Jiafeng Guo, Xueqi Cheng, Tat-Seng Chua
2025	A*	`conf`	Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos. ACM Multimedia Haowen Gao, Liang Pang, Shicheng Xu, Leigang Qu, Tat-Seng Chua, Huawei Shen, Xueqi Cheng
2025	J	`jnl`	Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos. CoRR Haowen Gao, Liang Pang, Shicheng Xu, Leigang Qu, Tat-Seng Chua, Huawei Shen, Xueqi Cheng
2025	—	`conf`	Generative Recommendation Models: Progress and Directions. WWW (Companion Volume) Yupeng Hou, An Zhang, Leheng Sheng, Zhengyi Yang, Xiang Wang, Tat-Seng Chua, Julian J. McAuley
2025	—	`conf`	Generative Recommendation: Towards Personalized Multimodal Content Generation. WWW (Companion Volume) Wenjie Wang, Xinyu Lin, Fuli Feng, Xiangnan He, Tat-Seng Chua
2025	J	`jnl`	Grammar induction from visual, speech and text. Artif. Intell. Yu Zhao, Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua
2025	A*	`conf`	GraphVideoAgent: Enhancing Long-form Video Understanding with Entity Relation Graphs. ACM Multimedia Meng Chu, Yicong Li, Tat-Seng Chua
2025	—	`conf`	Hello Again! LLM-powered Personalized Agent for Long-term Dialogue. NAACL (Long Papers) Hao Li, Chenghao Yang, An Zhang, Yang Deng, Xiang Wang, Tat-Seng Chua
2025	A	`conf`	Heterogeneous User Modeling for LLM-based Recommendation. RecSys Honghui Bao, Wenjie Wang, Xinyu Lin, Fengbin Zhu, Teng Sun, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	Heterogeneous User Modeling for LLM-based Recommendation. CoRR Honghui Bao, Wenjie Wang, Xilin Chen, Fengbin Zhu, Teng Sun, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	Holistically Guided Monte Carlo Tree Search for Intricate Information Seeking. CoRR Ruiyang Ren, Yuhao Wang, Junyi Li, Jinhao Jiang, Wayne Xin Zhao, Wenjie Wang, Tat-Seng Chua
2025	—	`conf`	How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond. ACL (1) Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Huang
2025	J	`jnl`	How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond. CoRR Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua, Jimmy Xiangji Huang
2025	J	`jnl`	IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation. CoRR Zijie Lin, Yang Zhang, Xiaoyan Zhao, Fengbin Zhu, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	ITS3D: Inference-Time Scaling for Text-Guided 3D Diffusion Models. CoRR Zhenglin Zhou, Fan Ma, Xiaobo Xia, Hehe Fan, Yi Yang, Tat-Seng Chua
2025	J	`jnl`	Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model. CoRR He Chang, Jie Wu, Zhulin Tao, Yunshan Ma, Xianglin Huang, Tat-Seng Chua
2025	A	`conf`	International Workshop on Multimodal Generative Search and Recommendation (MMGenSR@CIKM 2025). CIKM Yi Bin, Haoxuan Li, Haokai Ma, Yang Zhang, Wenjie Wang, Yunshan Ma, Yang Yang, Tat-Seng Chua
2025	J	`jnl`	JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization. CoRR Kai Liu, Wei Li, Lai Chen, Shengqiong Wu, Yanhao Zheng, Jiayi Ji, Fan Zhou, Rongxin Jiang, Jiebo Luo, Hao Fei, Tat-Seng Chua
2025	J	`jnl`	JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation. CoRR Kai Liu, Jungang Li, Yuchong Sun, Shengqiong Wu, Jianzhang Gao, Daoan Zhang, Wei Zhang, Sheng Jin, Sicheng Yu, Geng Zhan, Jiayi Ji, Fan Zhou, Liang Zheng, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2025	—	`conf`	Knowledge Boundary of Large Language Models: A Survey. ACL (1) Moxin Li, Yong Zhao, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua, Yang Deng
2025	J	`jnl`	L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models. CoRR Xiaohao Liu, Xiaobo Xia, Weixiang Zhao, Manyi Zhang, Xianzhi Yu, Xiu Su, Shuo Yang, See-Kiong Ng, Tat-Seng Chua
2025	A*	`conf`	LLM-based Search Assistant with Holistically Guided MCTS for Intricate Information Seeking. SIGIR Ruiyang Ren, Yuhao Wang, Junyi Li, Jinhao Jiang, Wayne Xin Zhao, Wenjie Wang, Tat-Seng Chua
2025	—	`conf`	LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation. KDD (2) Yingzhi He, Xiaohao Liu, An Zhang, Yunshan Ma, Tat-Seng Chua
2025	J	`jnl`	LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation. CoRR Yingzhi He, Xiaohao Liu, An Zhang, Yunshan Ma, Tat-Seng Chua
2025	A*	`conf`	Language Representations Can be What Recommenders Need: Findings and Potentials. ICLR Leheng Sheng, An Zhang, Yi Zhang, Yuxin Chen, Xiang Wang, Tat-Seng Chua
2025	A*	`conf`	Large Generative Models Meet Multimodal Applications (LGM ACM Multimedia Zheng Wang, Qianqian Chen, Yiyang Luo, Zhiqiu Ye, Shi Wei, Hanwang Zhang, Tat-Seng Chua
2025	J	`jnl`	Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training. CoRR Haokai Ma, Yunshan Ma, Ruobing Xie, Lei Meng, Jialie Shen, Xingwu Sun, Zhanhui Kang, Tat-Seng Chua
2025	A*	`conf`	Large Language Models Empowered Personalized Web Agents. WWW Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua
2025	A*	`conf`	Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene. CVPR Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-Seng Chua
2025	J	`jnl`	Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene. CoRR Shengqiong Wu, Hao Fei, Jingkang Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Tat-Seng Chua
2025	—	`conf`	Length Controlled Generation for Black-box LLMs. ACL (1) Yuxuan Gu, Wenjie Wang, Xiaocheng Feng, Weihong Zhong, Kun Zhu, Lei Huang, Ting Liu, Bing Qin, Tat-Seng Chua
2025	A*	`conf`	LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph. AAAI Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai
2025	J	`jnl`	LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph. CoRR Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai
2025	J	`jnl`	Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models. CoRR Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua
2025	A*	`conf`	Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model. ICML Fei Shen, Cong Wang, Junyao Gao, Qin Guo, Jisheng Dang, Jinhui Tang, Tat-Seng Chua
2025	J	`jnl`	Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model. CoRR Fei Shen, Cong Wang, Junyao Gao, Qin Guo, Jisheng Dang, Jinhui Tang, Tat-Seng Chua
2025	—	`ed.`	MMAsia '25 Workshops: Proceedings of the 7th ACM International Conference on Multimedia in Asia, Kuala Lumpur, Malaysia, December 9-12, 2025 MMAsia Workshops Tat-Seng Chua, Lai-Kuan Wong, Chee Seng Chan, Jinhui Tang, Chong-Wah Ngo, Klaus Schoeffmann, Jiaying Liu, Yo-Sung Ho
2025	—	`conf`	MPO: Multilingual Safety Alignment via Reward Gap Optimization. ACL (1) Weixiang Zhao, Yulin Hu, Yang Deng, Tongtong Wu, Wenxuan Zhang, Jiahe Guo, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025	J	`jnl`	MPO: Multilingual Safety Alignment via Reward Gap Optimization. CoRR Weixiang Zhao, Yulin Hu, Yang Deng, Tongtong Wu, Wenxuan Zhang, Jiahe Guo, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu
2025	J	`jnl`	MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering. CoRR Jisheng Dang, Huilin Song, Junbin Xiao, Bimei Wang, Han Peng, Haoxuan Li, Xun Yang, Meng Wang, Tat-Seng Chua
2025	—	`conf`	Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization. ACL (Findings) Yilun Qiu, Xiaoyan Zhao, Yang Zhang, Yimeng Bai, Wenjie Wang, Hong Cheng, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization. CoRR Yilun Qiu, Xiaoyan Zhao, Yang Zhang, Yimeng Bai, Wenjie Wang, Hong Cheng, Fuli Feng, Tat-Seng Chua
2025	A*	`conf`	Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations. EMNLP Sunhao Dai, Zhanshuo Cao, Wenjie Wang, Liang Pang, Jun Xu, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	Multimodal Emotion-Cause Pair Extraction with Holistic Interaction and Label Constraint. ACM Trans. Multim. Comput. Commun. Appl. Bobo Li, Hao Fei, Fei Li, Tat-Seng Chua, Donghong Ji
2025	A*	`conf`	NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation. ICLR Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2025	J	`jnl`	NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation. CoRR Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2025	J	`jnl`	NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching. CoRR Run Luo, Xiaobo Xia, Lu Wang, Longze Chen, Renke Shan, Jing Luo, Min Yang, Tat-Seng Chua
2025	A*	`conf`	NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search. SIGIR Sunhao Dai, Wenjie Wang, Liang Pang, Jun Xu, See-Kiong Ng, Ji-Rong Wen, Tat-Seng Chua
2025	J	`jnl`	NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search. CoRR Sunhao Dai, Wenjie Wang, Liang Pang, Jun Xu, See-Kiong Ng, Ji-Rong Wen, Tat-Seng Chua
2025	A*	`conf`	Neural Causal Graph for Interpretable and Intervenable Classification. ICLR Jiawei Wang, Shaofei Lu, Da Cao, Dongyu Wang, Yuquan Le, Zhe Quan, Tat-Seng Chua
2025	A*	`conf`	Next Phase of Research on Multimodal Foundation Models: From Alignments to Content Generation and Quality Assessment. ACM Multimedia Tat-Seng Chua
2025	J	`jnl`	NextQuill: Causal Preference Modeling for Enhancing LLM Personalization. CoRR Xiaoyan Zhao, Juntao You, Yang Zhang, Wenjie Wang, Hong Cheng, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2025	A*	`conf`	On Path to Multimodal Generalist: General-Level and General-Bench. ICML Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Weiming Wu, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang
2025	J	`jnl`	On Path to Multimodal Generalist: General-Level and General-Bench. CoRR Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Weiming Wu, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang
2025	J	`jnl`	On Reasoning Strength Planning in Large Reasoning Models. CoRR Leheng Sheng, An Zhang, Zijian Wu, Weixiang Zhao, Changshuo Shen, Yi Zhang, Xiang Wang, Tat-Seng Chua
2025	A*	`conf`	Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration. AAAI Zheqi Lv, Keming Ye, Zishu Wei, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Wenjie Wang, Kun Kuang, Tat-Seng Chua, Fei Wu
2025	J	`jnl`	Optimize Incompatible Parameters through Compatibility-aware Knowledge Integration. CoRR Zheqi Lv, Keming Ye, Zishu Wei, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Wenjie Wang, Kun Kuang, Tat-Seng Chua, Fei Wu
2025	J	`jnl`	Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection. CoRR Yan Weng, Fengbin Zhu, Tong Ye, Haoyan Liu, Fuli Feng, Tat-Seng Chua
2025	A*	`conf`	Order-agnostic Identifier for Large Language Model-based Generative Recommendation. SIGIR Xinyu Lin, Haihan Shi, Wenjie Wang, Fuli Feng, Qifan Wang, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	Order-agnostic Identifier for Large Language Model-based Generative Recommendation. CoRR Xinyu Lin, Haihan Shi, Wenjie Wang, Fuli Feng, Qifan Wang, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	PSVMA+: Exploring Multi-Granularity Semantic-Visual Adaption for Generalized Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao
2025	—	`conf`	Personalized Generation In Large Model Era: A Survey. ACL (1) Yiyan Xu, Jinghao Zhang, Alireza Salemi, Xinting Hu, Wenjie Wang, Fuli Feng, Hamed Zamani, Xiangnan He, Tat-Seng Chua
2025	J	`jnl`	Personalized Generation In Large Model Era: A Survey. CoRR Yiyan Xu, Jinghao Zhang, Alireza Salemi, Xinting Hu, Wenjie Wang, Fuli Feng, Hamed Zamani, Xiangnan He, Tat-Seng Chua
2025	—	`conf`	Personalized Text Generation with Contrastive Activation Steering. ACL (1) Jinghao Zhang, Yuting Liu, Wenjie Wang, Qiang Liu, Shu Wu, Liang Wang, Tat-Seng Chua
2025	J	`jnl`	Personalized Text Generation with Contrastive Activation Steering. CoRR Jinghao Zhang, Yuting Liu, Wenjie Wang, Qiang Liu, Shu Wu, Liang Wang, Tat-Seng Chua
2025	A*	`conf`	Preference Diffusion for Recommendation. ICLR Shuo Liu, An Zhang, Guoqing Hu, Hong Qian, Tat-Seng Chua
2025	J	`jnl`	Principled Multimodal Representation Learning. CoRR Xiaohao Liu, Xiaobo Xia, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities. ACM Trans. Inf. Syst. Yang Deng, Lizi Liao, Wenqiang Lei, Grace Hui Yang, Wai Lam, Tat-Seng Chua
2025	—	`ed.`	Proceedings of the 7th ACM International Conference on Multimedia in Asia, MMAsia 2025, Kuala Lumpur, Malaysia, December 9-12, 2025 MMAsia Tat-Seng Chua, Lai-Kuan Wong, Chee Seng Chan, Jinhui Tang, Chong-Wah Ngo, Klaus Schoeffmann, Jiaying Liu, Yo-Sung Ho
2025	A*	`conf`	RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness. CVPR Tianyu Yu, Haoye Zhang, Qiming Li, Qixin Xu, Yuan Yao, Da Chen, Xiaoman Lu, Ganqu Cui, Yunkai Dang, Taiwen He, Xiaocheng Feng, Jun Song, Bo Zheng, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2025	J	`jnl`	RLPR: Extrapolating RLVR to General Domains without Verifiers. CoRR Tianyu Yu, Bo Ji, Shouli Wang, Shu Yao, Zefan Wang, Ganqu Cui, Lifan Yuan, Ning Ding, Yuan Yao, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua
2025	J	`jnl`	RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards. CoRR Jingnan Zheng, Xiangtian Ji, Yijun Lu, Chenhang Cui, Weixiang Zhao, Gelei Deng, Zhenkai Liang, An Zhang, Tat-Seng Chua
2025	J	`jnl`	Reasoning on Time-Series for Financial Technical Analysis. CoRR Kelvin J. L. Koa, Jan Chen, Yunshan Ma, Huanhuan Zheng, Tat-Seng Chua
2025	J	`jnl`	Reasoning-VLA: A Fast and General Vision-Language-Action Reasoning Model for Autonomous Driving. CoRR Dapeng Zhang, Zhenlong Yuan, Zhangquan Chen, Chih-Ting Liao, Yinda Chen, Fei Shen, Qingguo Zhou, Tat-Seng Chua
2025	J	`jnl`	Reinforced Latent Reasoning for LLM-based Recommendation. CoRR Yang Zhang, Wenxin Xu, Xiaoyan Zhao, Wenjie Wang, Fuli Feng, Xiangnan He, Tat-Seng Chua
2025	J	`jnl`	Reinforced Strategy Optimization for Conversational Recommender Systems via Network-of-Experts. CoRR Xiaoyan Zhao, Ming Yan, Yang Zhang, Yang Deng, Jian Wang, Fengbin Zhu, Yilun Qiu, Hong Cheng, Tat-Seng Chua
2025	J	`jnl`	Reinforcing Video Reasoning with Focused Thinking. CoRR Jisheng Dang, Jingze Wu, Teng Wang, Xuanhui Lin, Nannan Zhu, Hongbo Chen, Wei-Shi Zheng, Meng Wang, Tat-Seng Chua
2025	J	`jnl`	Revisiting Conversation Discourse for Dialogue Disentanglement. ACM Trans. Inf. Syst. Bobo Li, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Yinwei Wei, Tat-Seng Chua, Donghong Ji
2025	A*	`conf`	Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. SIGIR Yongqi Li, Hongru Cai, Wenjie Wang, Leigang Qu, Yinwei Wei, Wenjie Li, Liqiang Nie, Tat-Seng Chua
2025	J	`jnl`	RoboOmni: Proactive Robot Manipulation in Omni-modal Context. CoRR Siyin Wang, Jinlan Fu, Feihong Liu, Xinzhe He, Huangxuan Wu, Junhao Shi, Kexin Huang, Zhaoye Fei, Jingjing Gong, Zuxuan Wu, Yu-Gang Jiang, See-Kiong Ng, Tat-Seng Chua, Xipeng Qiu
2025	J	`jnl`	Robust Visual Food Recognition for Enriching Nutrition Knowledge Bases. IEEE Trans. Multim. Zhaoyan Ming, Zeyu Xie, Chao Zhang, Kui Su, Changzheng Yuan, Tat-Seng Chua
2025	A*	`conf`	SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation. CVPR Leigang Qu, Haochuan Li, Wenjie Wang, Xiang Liu, Juncheng Li, Liqiang Nie, Tat-Seng Chua
2025	A*	`conf`	STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training. CVPR Haiyi Qiu, Minghe Gao, Long Qian, Kaihang Pan, Qifan Yu, Juncheng Li, Wenjie Wang, Siliang Tang, Yueting Zhuang, Tat-Seng Chua
2025	J	`jnl`	SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models. CoRR Junfeng Fang, Yukai Wang, Ruipeng Wang, Zijun Yao, Kun Wang, An Zhang, Xiang Wang, Tat-Seng Chua
2025	A*	`conf`	ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use. ACM Multimedia Kaixin Li, Ziyang Meng, Hongzhan Lin, Ziyang Luo, Yuchen Tian, Jing Ma, Zhiyong Huang, Tat-Seng Chua
2025	J	`jnl`	ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use. CoRR Kaixin Li, Ziyang Meng, Hongzhan Lin, Ziyang Luo, Yuchen Tian, Jing Ma, Zhiyong Huang, Tat-Seng Chua
2025	A*	`conf`	Self-Calibrated Listwise Reranking with Large Language Models. WWW Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua
2025	—	`conf`	Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. ACL (Findings) Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. CoRR Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	Self-attentive Rationalization for Interpretable Graph Contrastive Learning. ACM Trans. Knowl. Discov. Data Sihang Li, Yanchen Luo, An Zhang, Xiang Wang, Longfei Li, Jun Zhou, Tat-Seng Chua
2025	J	`jnl`	SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs. CoRR Haoxuan Li, Yi Bin, Yunshan Ma, Guoyin Wang, Yang Yang, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	SteerX: Disentangled Steering for LLM Personalization. CoRR Xiaoyan Zhao, Ming Yan, Yilun Qiu, Haoting Ni, Yang Zhang, Fuli Feng, Hong Cheng, Tat-Seng Chua
2025	A*	`conf`	TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models. ICLR Leigang Qu, Haochuan Li, Tan Wang, Wenjie Wang, Yongqi Li, Liqiang Nie, Tat-Seng Chua
2025	J	`jnl`	TTOM: Test-Time Optimization and Memorization for Compositional Video Generation. CoRR Leigang Qu, Ziyang Wang, Na Zheng, Wenjie Wang, Liqiang Nie, Tat-Seng Chua
2025	J	`jnl`	TextVidBench: A Benchmark for Long Video Scene Text Understanding. CoRR Yangyang Zhong, Ji Qi, Yuan Yao, Pengxin Luo, Yunfeng Yan, Donglian Qi, Zhiyuan Liu, Tat-Seng Chua
2025	J	`jnl`	The Emergence of Abstract Thought in Large Language Models Beyond Any Language. CoRR Yuxin Chen, Yiran Zhao, Yang Zhang, An Zhang, Kenji Kawaguchi, Shafiq Joty, Junnan Li, Tat-Seng Chua, Michael Qizhe Shieh, Wenxuan Zhang
2025	J	`jnl`	Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation. CoRR Chengbing Wang, Yang Zhang, Wenjie Wang, Xiaoyan Zhao, Fuli Feng, Xiangnan He, Tat-Seng Chua
2025	J	`jnl`	Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks. CoRR Yixin Cao, Shibo Hong, Xinze Li, Jiahao Ying, Yubo Ma, Haiyuan Liang, Yantao Liu, Zijun Yao, Xiaozhi Wang, Dan Huang, Wenxuan Zhang, Lifu Huang, Muhao Chen, Lei Hou, Qianru Sun, Xingjun Ma, Zuxuan Wu, Min-Yen Kan, David Lo, Qi Zhang, Heng Ji, Jing Jiang, Juanzi Li, Aixin Sun, Xuanjing Huang, Tat-Seng Chua, Yu-Gang Jiang
2025	J	`jnl`	Towards Goal-oriented Intelligent Tutoring Systems in Online Education. ACM Trans. Inf. Syst. Yang Deng, Zifeng Ren, An Zhang, Tat-Seng Chua
2025	A	`conf`	Towards Large Generative Recommendation: A Tokenization Perspective. CIKM Yupeng Hou, An Zhang, Leheng Sheng, Jiancan Wu, Xiang Wang, Tat-Seng Chua, Julian J. McAuley
2025	A*	`conf`	Towards Modality Generalization: A Benchmark and Prospective Analysis. ACM Multimedia Xiaohao Liu, Xiaobo Xia, Zhuo Huang, See-Kiong Ng, Tat-Seng Chua
2025	A*	`conf`	Towards Semantic Equivalence of Tokenization in Multimodal LLM. ICLR Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2025	A*	`conf`	Towards Temporal-Aware Multi-Modal Retrieval Augemented Generation in Finance. ACM Multimedia Fengbin Zhu, Junfeng Li, Liangming Pan, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Tat-Seng Chua
2025	J	`jnl`	Towards Unified Latent Space for 3D Molecular Latent Diffusion Modeling. CoRR Yanchen Luo, Zhiyuan Liu, Yi Zhao, Sihang Li, Kenji Kawaguchi, Tat-Seng Chua, Xiang Wang
2025	J	`jnl`	Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities. CoRR Weixiang Zhao, Xingyu Sui, Jiahe Guo, Yulin Hu, Yang Deng, Yanyan Zhao, Bing Qin, Wanxiang Che, Tat-Seng Chua, Ting Liu
2025	J	`jnl`	Transformer-Empowered Invariant Grounding for Video Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
2025	A*	`conf`	Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval. ACM Multimedia Xiang Fang, Wanlong Fang, Wei Ji, Tat-Seng Chua
2025	J	`jnl`	Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models. CoRR Xiao Liang, Di Wang, Zhicheng Jiao, Ronghan Li, Pengfei Yang, Quan Wang, Tat-Seng Chua
2025	J	`jnl`	Unconditional Diffusion for Generative Sequential Recommendation. CoRR Yimeng Bai, Yang Zhang, Sihao Ding, Shaohui Ruan, Han Yao, Danhui Guan, Fuli Feng, Tat-Seng Chua
2025	A*	`conf`	Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics. SIGIR Chen Xu, Jujia Zhao, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua, Maarten de Rijke
2025	J	`jnl`	Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics. CoRR Chen Xu, Jujia Zhao, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua, Maarten de Rijke
2025	J	`jnl`	Understanding Long Videos via LLM-Powered Entity Relation Graphs. CoRR Meng Chu, Yicong Li, Tat-Seng Chua
2025	A*	`conf`	Universal Scene Graph Generation. CVPR Shengqiong Wu, Hao Fei, Tat-Seng Chua
2025	J	`jnl`	Universal Scene Graph Generation. CoRR Shengqiong Wu, Hao Fei, Tat-Seng Chua
2025	J	`jnl`	VINCIE: Unlocking In-context Image Editing from Video. CoRR Leigang Qu, Feng Cheng, Ziyan Yang, Qi Zhao, Shanchuan Lin, Yichun Shi, Yicong Li, Wenjie Wang, Tat-Seng Chua, Lu Jiang
2025	A*	`conf`	Video Question Answering and Beyond. ACM Multimedia Yicong Li, Junbin Xiao, Angela Yao, Tat-Seng Chua
2025	J	`jnl`	VideoQA in the Era of LLMs: An Empirical Study. Int. J. Comput. Vis. Junbin Xiao, Nanxin Huang, Hangyu Qin, Dongyang Li, Yicong Li, Fengbin Zhu, Zhulin Tao, Jianxing Yu, Liang Lin, Tat-Seng Chua, Angela Yao
2025	J	`jnl`	VisualTrap: A Stealthy Backdoor Attack on GUI Agents via Visual Grounding Manipulation. CoRR Ziang Ye, Yang Zhang, Wentao Shi, Xiaoyu You, Fuli Feng, Tat-Seng Chua
2025	J	`jnl`	WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation. CoRR Wei Chow, Jiachun Pan, Yongyuan Liang, Mingze Zhou, Xue Song, Liyu Jia, Saining Zhang, Siliang Tang, Juncheng Li, Fengda Zhang, Weijia Wu, Hanwang Zhang, Tat-Seng Chua
2025	J	`jnl`	We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems. CoRR Junfeng Fang, Zijun Yao, Ruipeng Wang, Haokai Ma, Xiang Wang, Tat-Seng Chua
2025	J	`jnl`	When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners. CoRR Weixiang Zhao, Jiahe Guo, Yang Deng, Tongtong Wu, Wenxuan Zhang, Yulin Hu, Xingyu Sui, Yanyan Zhao, Wanxiang Che, Bing Qin, Tat-Seng Chua, Ting Liu
2025	J	`jnl`	Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation. CoRR Chuancheng Shi, Shangze Li, Shiming Guo, Simiao Xie, Wenhua Wu, Jingtong Dou, Chao Wu, Canran Xiao, Cong Wang, Zifeng Cheng, Fei Shen, Tat-Seng Chua
2025	A*	`conf`	Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion. CVPR Zhenglin Zhou, Fan Ma, Hehe Fan, Tat-Seng Chua
2025	J	`jnl`	Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion. CoRR Zhenglin Zhou, Fan Ma, Hehe Fan, Tat-Seng Chua
2024	J	`jnl`	A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting. CoRR He Chang, Chenchen Ye, Zhulin Tao, Jie Wu, Zhengmao Yang, Yunshan Ma, Xianglin Huang, Tat-Seng Chua
2024	A*	`conf`	A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning. ACM Multimedia Changmeng Zheng, Dayong Liang, Wengyu Zhang, Xiaoyong Wei, Tat-Seng Chua, Qing Li
2024	J	`jnl`	A Picture Is Worth a Graph: Blueprint Debate on Graph for Multimodal Reasoning. CoRR Changmeng Zheng, Dayong Liang, Wengyu Zhang, Xiao-Yong Wei, Tat-Seng Chua, Qing Li
2024	—	`conf`	A Study of Implicit Ranking Unfairness in Large Language Models. EMNLP (Findings) Chen Xu, Wenjie Wang, Yuxin Li, Liang Pang, Jun Xu, Tat-Seng Chua
2024	J	`jnl`	A Survey of Generative Search and Recommendation in the Era of Large Language Models. CoRR Yongqi Li, Xinyu Lin, Wenjie Wang, Fuli Feng, Liang Pang, Wenjie Li, Liqiang Nie, Xiangnan He, Tat-Seng Chua
2024	A*	`conf`	A Survey on Neural Question Generation: Methods, Applications, and Prospects. IJCAI Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua
2024	J	`jnl`	A Survey on Neural Question Generation: Methods, Applications, and Prospects. CoRR Shasha Guo, Lizi Liao, Cuiping Li, Tat-Seng Chua
2024	A*	`conf`	A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models. KDD Wenqi Fan, Yujuan Ding, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, Qing Li
2024	J	`jnl`	A Survey on RAG Meets LLMs: Towards Retrieval-Augmented Large Language Models. CoRR Yujuan Ding, Wenqi Fan, Liangbo Ning, Shijie Wang, Hengyun Li, Dawei Yin, Tat-Seng Chua, Qing Li
2024	A*	`conf`	A Taxation Perspective for Fair Re-ranking. SIGIR Chen Xu, Xiaopeng Ye, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua
2024	J	`jnl`	A Taxation Perspective for Fair Re-ranking. CoRR Chen Xu, Xiaopeng Ye, Wenjie Wang, Liang Pang, Jun Xu, Tat-Seng Chua
2024	A*	`conf`	ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation. NeurIPS Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua
2024	J	`jnl`	ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation. CoRR Jingnan Zheng, Han Wang, An Zhang, Tai D. Nguyen, Jun Sun, Tat-Seng Chua
2024	A*	`conf`	Abductive Ego-View Accident Video Understanding for Safe Driving Perception. CVPR Jianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
2024	J	`jnl`	Abductive Ego-View Accident Video Understanding for Safe Driving Perception. CoRR Jianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
2024	J	`jnl`	Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network. CoRR Kangkang Lu, Yanhua Yu, Zhiyong Huang, Jia Li, Yuling Wang, MeiYu Liang, Xiting Qin, Yimeng Ren, Tat-Seng Chua, Xidian Wang
2024	—	`conf`	Adversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement Learning. KSEM (5) Yanhua Yu, Xiuxiu Cai, Ang Ma, Yimeng Ren, Shuai Zhen, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua
2024	J	`jnl`	AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models. CoRR Junfeng Fang, Houcheng Jiang, Kun Wang, Yunshan Ma, Xiang Wang, Xiangnan He, Tat-Seng Chua
2024	—	`conf`	Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding. ACL (1) Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua
2024	J	`jnl`	Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding. CoRR Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua
2024	—	`conf`	Ask-before-Plan: Proactive Language Agents for Real-World Planning. EMNLP (Findings) Xuan Zhang, Yang Deng, Zifeng Ren, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	Ask-before-Plan: Proactive Language Agents for Real-World Planning. CoRR Xuan Zhang, Yang Deng, Zifeng Ren, See-Kiong Ng, Tat-Seng Chua
2024	A*	`conf`	Auto-Encoding Morph-Tokens for Multimodal LLM. ICML Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang
2024	J	`jnl`	Auto-Encoding Morph-Tokens for Multimodal LLM. CoRR Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang
2024	J	`jnl`	Behavioral Intention Prediction in Driving Scenes: A Survey. IEEE Trans. Intell. Transp. Syst. Jianwu Fang, Fan Wang, Jianru Xue, Tat-Seng Chua
2024	—	`conf`	Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. EMNLP (Findings) Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua
2024	J	`jnl`	Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations. CoRR Peixin Qin, Chen Huang, Yang Deng, Wenqiang Lei, Tat-Seng Chua
2024	A*	`conf`	Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation. KDD Xinyu Lin, Wenjie Wang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2024	A*	`conf`	CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling. ACM Multimedia Yunshan Ma, Yingzhi He, Wenjun Zhong, Xiang Wang, Roger Zimmermann, Tat-Seng Chua
2024	J	`jnl`	CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling. CoRR Yunshan Ma, Yingzhi He, Wenjun Zhong, Xiang Wang, Roger Zimmermann, Tat-Seng Chua
2024	—	`conf`	CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. ACL (1) Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua
2024	J	`jnl`	CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. CoRR Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua
2024	J	`jnl`	CPT: Colorful Prompt Tuning for pre-trained vision-language models. AI Open Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2024	A*	`conf`	Can I Trust Your Answer? Visually Grounded Video Question Answering. CVPR Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua
2024	J	`jnl`	Causal Disentangled Recommendation against User Preference Shifts. ACM Trans. Inf. Syst. Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat-Seng Chua
2024	J	`jnl`	Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems. CoRR Shengyu Zhang, Ziqi Jiang, Jiangchao Yao, Fuli Feng, Kun Kuang, Zhou Zhao, Shuo Li, Hongxia Yang, Tat-Seng Chua, Fei Wu
2024	J	`jnl`	Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems. IEEE Trans. Knowl. Data Eng. Shengyu Zhang, Ziqi Jiang, Jiangchao Yao, Fuli Feng, Kun Kuang, Zhou Zhao, Shuo Li, Hongxia Yang, Tat-Seng Chua, Fei Wu
2024	A*	`conf`	Causal-driven Large Language Models with Faithful Reasoning for Knowledge Question Answering. ACM Multimedia Jiawei Wang, Da Cao, Shaofei Lu, Zhanchang Ma, Junbin Xiao, Tat-Seng Chua
2024	J	`jnl`	Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation. CoRR Yang Zhang, Juntao You, Yimeng Bai, Jizhi Zhang, Keqin Bao, Wenjie Wang, Tat-Seng Chua
2024	—	`conf`	Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation. ACL (1) Haohao Luo, Yang Deng, Ying Shen, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	Co-Matching: Towards Human-Machine Collaborative Legal Case Matching. CoRR Chen Huang, Xinwei Yang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua
2024	J	`jnl`	Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. CoRR Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua
2024	—	`ed.`	Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024 WWW (Companion Volume) Tat-Seng Chua, Chong-Wah Ngo, Roy Ka-Wei Lee, Ravi Kumar, Hady W. Lauw
2024	A*	`conf`	Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. ICLR Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua
2024	J	`jnl`	Computational Technologies for Fashion Recommendation: A Survey. ACM Comput. Surv. Yujuan Ding, Zhihui Lai, P. Y. Mok, Tat-Seng Chua
2024	J	`jnl`	Concept - An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors. CoRR Chen Huang, Peixin Qin, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua
2024	J	`jnl`	Context-Aware Dynamic Word Embeddings for Aspect Term Extraction. IEEE Trans. Affect. Comput. Jingyun Xu, Jiayuan Xie, Yi Cai, Zehang Lin, Ho-fung Leung, Qing Li, Tat-Seng Chua
2024	J	`jnl`	Contrastive Pre-training for Deep Session Data Understanding. CoRR Zixuan Li, Lizi Liao, Yunshan Ma, Tat-Seng Chua
2024	J	`jnl`	Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence. CoRR Jinghan He, Kuan Zhu, Haiyun Guo, Junfeng Fang, Zhenglin Hua, Yuheng Jia, Ming Tang, Tat-Seng Chua, Jinqiao Wang
2024	J	`jnl`	Cross-view hypergraph contrastive learning for attribute-aware recommendation. Inf. Process. Manag. Ang Ma, Yanhua Yu, Chuan Shi, Zirui Guo, Tat-Seng Chua
2024	A*	`conf`	Data-efficient Fine-tuning for LLM-based Recommendation. SIGIR Xinyu Lin, Wenjie Wang, Yongqi Li, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua
2024	J	`jnl`	Data-efficient Fine-tuning for LLM-based Recommendation. CoRR Xinyu Lin, Wenjie Wang, Yongqi Li, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua
2024	A*	`conf`	Denoising Diffusion Recommender Model. SIGIR Jujia Zhao, Wenjie Wang, Yiyan Xu, Teng Sun, Fuli Feng, Tat-Seng Chua
2024	A*	`conf`	Discriminative Probing and Tuning for Text-to-Image Generation. CVPR Leigang Qu, Wenjie Wang, Yongqi Li, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua
2024	J	`jnl`	Discriminative Probing and Tuning for Text-to-Image Generation. CoRR Leigang Qu, Wenjie Wang, Yongqi Li, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua
2024	—	`conf`	Disentangling Masked Autoencoders for Unsupervised Domain Generalization. ECCV (70) An Zhang, Han Wang, Xiang Wang, Tat-Seng Chua
2024	J	`jnl`	Disentangling Masked Autoencoders for Unsupervised Domain Generalization. CoRR An Zhang, Han Wang, Xiang Wang, Tat-Seng Chua
2024	—	`conf`	Distillation Enhanced Generative Retrieval. ACL (Findings) Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua
2024	J	`jnl`	Distillation Enhanced Generative Retrieval. CoRR Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua
2024	—	`conf`	Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs. LREC/COLING Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua
2024	A*	`conf`	Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations. EMNLP Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	Dual Contrastive Learning for Cross-Domain Named Entity Recognition. ACM Trans. Inf. Syst. Jingyun Xu, Junnan Yu, Yi Cai, Tat-Seng Chua
2024	J	`jnl`	Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation. ACM Trans. Inf. Syst. Han Liu, Yinwei Wei, Fan Liu, Wenjie Wang, Liqiang Nie, Tat-Seng Chua
2024	A*	`conf`	Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs. CVPR Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua
2024	—	`conf`	EE-LCE: An Event Extraction Framework Based on LLM-Generated CoT Explanation. KSEM (1) Yanhua Yu, Yuanlong Wang, Yunshan Ma, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua
2024	J	`jnl`	Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector. CoRR Youcheng Huang, Fengbin Zhu, Jingkun Tang, Pan Zhou, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua
2024	J	`jnl`	Efficient Inference for Large Language Model-based Generative Recommendation. CoRR Xinyu Lin, Chaoqun Yang, Wenjie Wang, Yongqi Li, Cunxiao Du, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	Enhancing Out-of-distribution Generalization on Graphs via Causal Attention Learning. ACM Trans. Knowl. Discov. Data Yongduo Sui, Wenyu Mao, Shuyao Wang, Xiang Wang, Jiancan Wu, Xiangnan He, Tat-Seng Chua
2024	J	`jnl`	Enhancing Video-Language Representations With Structural Spatio-Temporal Alignment. IEEE Trans. Pattern Anal. Mach. Intell. Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment. CoRR Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	ExpLLM: Towards Chain of Thought for Facial Expression Recognition. CoRR Xing Lan, Jian Xue, Ji Qi, Dongmei Jiang, Ke Lu, Tat-Seng Chua
2024	A*	`conf`	Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales. ACM Multimedia Minghe Gao, Shuang Chen, Liang Pang, Yuan Yao, Jisheng Dang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang, Tat-Seng Chua
2024	J	`jnl`	Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales. CoRR Minghe Gao, Shuang Chen, Liang Pang, Yuan Yao, Jisheng Dang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang, Tat-Seng Chua
2024	—	`conf`	FashionReGen: LLM-Empowered Fashion Report Generation. WWW (Companion Volume) Yujuan Ding, Yunshan Ma, Wenqi Fan, Yige Yao, Tat-Seng Chua, Qing Li
2024	J	`jnl`	FashionReGen: LLM-Empowered Fashion Report Generation. CoRR Yujuan Ding, Yunshan Ma, Wenqi Fan, Yige Yao, Tat-Seng Chua, Qing Li
2024	J	`jnl`	Filter-based Stance Network for Rumor Verification. ACM Trans. Inf. Syst. Jun Li, Yi Bin, Yunshan Ma, Yang Yang, Zi Huang, Tat-Seng Chua
2024	J	`jnl`	Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment. CoRR Chenhang Cui, An Zhang, Yiyang Zhou, Zhaorun Chen, Gelei Deng, Huaxiu Yao, Tat-Seng Chua
2024	A*	`conf`	Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions. ICLR Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang
2024	A*	`conf`	GOODAT: Towards Test-Time Graph Out-of-Distribution Detection. AAAI Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua
2024	J	`jnl`	GOODAT: Towards Test-time Graph Out-of-Distribution Detection. CoRR Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua
2024	—	`conf`	Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. ACL (1) Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua
2024	J	`jnl`	Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. CoRR Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua
2024	J	`jnl`	Gotcha! Don't trick me with unanswerable questions! Self-aligning Large Language Models for Responding to Unknown Questions. CoRR Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	Grammar Induction from Visual, Speech and Text. CoRR Yu Zhao, Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua
2024	J	`jnl`	GraphEdit: Large Language Models for Graph Structure Learning. CoRR Zirui Guo, Lianghao Xia, Yanhua Yu, Yuling Wang, Zixuan Yang, Wei Wei, Liang Pang, Tat-Seng Chua, Chao Huang
2024	J	`jnl`	Harnessing Large Language Models for Multimodal Product Bundling. CoRR Xiaohao Liu, Jie Wu, Zhulin Tao, Yunshan Ma, Yinwei Wei, Tat-Seng Chua
2024	J	`jnl`	Headache to Overstock? Promoting Long-tail Items through Debiased Product Bundling. CoRR Shuo Xu, Haokai Ma, Yunshan Ma, Xiaohao Liu, Lei Meng, Xiangxu Meng, Tat-Seng Chua
2024	J	`jnl`	Hello Again! LLM-powered Personalized Agent for Long-term Dialogue. CoRR Hao Li, Chenghao Yang, An Zhang, Yang Deng, Xiang Wang, Tat-Seng Chua
2024	A	`conf`	Hop-based Heterogeneous Graph Transformer. ECAI Zixuan Yang, Xiao Wang, Yanhua Yu, Yuling Wang, Kangkang Lu, Zirui Guo, Xiting Qin, Yunshan Ma, Tat-Seng Chua
2024	A*	`conf`	I3: Intent-Introspective Retrieval Conditioned on Instructions. SIGIR Kaihang Pan, Juncheng Li, Wenjie Wang, Hao Fei, Hongye Song, Wei Ji, Jun Lin, Xiaozhong Liu, Tat-Seng Chua, Siliang Tang
2024	A*	`conf`	Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction. AAAI Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, MeiYu Liang, Mengran Yin, Tat-Seng Chua
2024	J	`jnl`	Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction. CoRR Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, MeiYu Liang, Mengran Yin, Tat-Seng Chua
2024	J	`jnl`	Inductive Lottery Ticket Learning for Graph Neural Networks. J. Comput. Sci. Technol. Yongduo Sui, Xiang Wang, Tianlong Chen, Meng Wang, Xiangnan He, Tat-Seng Chua
2024	A	`conf`	Information-Controllable Graph Contrastive Learning for Recommendation. RecSys Zirui Guo, Yanhua Yu, Yuling Wang, Kangkang Lu, Zixuan Yang, Liang Pang, Tat-Seng Chua
2024	J	`jnl`	Instilling Multi-round Thinking to Text-guided Image Generation. CoRR Lidong Zeng, Zhedong Zheng, Yinwei Wei, Tat-Seng Chua
2024	A	`conf`	InstructVid2Vid: Controllable Video Editing with Natural Language Instructions. ICME Bosheng Qin, Juncheng Li, Siliang Tang, Tat-Seng Chua, Yueting Zhuang
2024	J	`jnl`	Instructing Prompt-to-Prompt Generation for Zero-Shot Learning. CoRR Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao
2024	J	`jnl`	Knowledge Boundary of Large Language Models: A Survey. CoRR Moxin Li, Yong Zhao, Yang Deng, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua
2024	A*	`conf`	LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation. KDD Rebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua
2024	J	`jnl`	LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation. CoRR Rebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua
2024	A*	`conf`	LASO: Language-Guided Affordance Segmentation on 3D Object. CVPR Yicong Li, Na Zhao, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
2024	J	`jnl`	LLM-based Federated Recommendation. CoRR Jujia Zhao, Wenjie Wang, Chen Xu, Zhaochun Ren, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer. CoRR Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Chi Chen, Jun Song, Bo Zheng, Yuan Yao, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2024	—	`conf`	LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images. ECCV (83) Zonghao Guo, Ruyi Xu, Yuan Yao, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Gao Huang
2024	J	`jnl`	LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images. CoRR Ruyi Xu, Yuan Yao, Zonghao Guo, Junbo Cui, Zanlin Ni, Chunjiang Ge, Tat-Seng Chua, Zhiyuan Liu, Maosong Sun, Gao Huang
2024	J	`jnl`	Language Models Encode Collaborative Signals in Recommendation. CoRR Leheng Sheng, An Zhang, Yi Zhang, Yuxin Chen, Xiang Wang, Tat-Seng Chua
2024	A*	`conf`	Large Language Model Powered Agents for Information Retrieval. SIGIR An Zhang, Yang Deng, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua
2024	—	`conf`	Large Language Model Powered Agents in the Web. WWW (Companion Volume) Yang Deng, An Zhang, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua
2024	J	`jnl`	Large Language Models Empowered Personalized Web Agents. CoRR Hongru Cai, Yongqi Li, Wenjie Wang, Fengbin Zhu, Xiaoyu Shen, Wenjie Li, Tat-Seng Chua
2024	A	`conf`	Learnable Item Tokenization for Generative Recommendation. CIKM Wenjie Wang, Honghui Bao, Xinyu Lin, Jizhi Zhang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	Learnable Tokenizer for LLM-based Generative Recommendation. CoRR Wenjie Wang, Honghui Bao, Xilin Chen, Jizhi Zhang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	Learning to Ask Critical Questions for Assisting Product Search. CoRR Zixuan Li, Lizi Liao, Tat-Seng Chua
2024	J	`jnl`	Learning to Double-Check Model Prediction From a Causal Perspective. IEEE Trans. Neural Networks Learn. Syst. Xun Deng, Fuli Feng, Xiang Wang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2024	A*	`conf`	Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models. WWW Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua
2024	J	`jnl`	Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models. CoRR Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua
2024	J	`jnl`	Length Controlled Generation for Black-box LLMs. CoRR Yuxuan Gu, Wenjie Wang, Xiaocheng Feng, Weihong Zhong, Kun Zhu, Lei Huang, Tat-Seng Chua, Bing Qin
2024	A	`conf`	Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction. WSDM Yunshan Ma, Xiaohao Liu, Yinwei Wei, Zhulin Tao, Xiang Wang, Tat-Seng Chua
2024	J	`jnl`	MASKDROID: Robust Android Malware Detection with Masked Graph Representations. CoRR Jingnan Zheng, Jiaohao Liu, An Zhang, Jun Zeng, Ziqi Yang, Zhenkai Liang, Tat-Seng Chua
2024	A*	`conf`	MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models. ACM Multimedia Haoxuan Li, Zhengmao Yang, Yunshan Ma, Yi Bin, Yang Yang, Tat-Seng Chua
2024	J	`jnl`	MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models. CoRR Haoxuan Li, Zhengmao Yang, Yunshan Ma, Yi Bin, Yang Yang, Tat-Seng Chua
2024	J	`jnl`	MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding. CoRR Fengbin Zhu, Ziyang Liu, Xiang Yao Ng, Haohui Wu, Wenjie Wang, Fuli Feng, Chao Wang, Huanbo Luan, Tat-Seng Chua
2024	A*	`conf`	MaskDroid: Robust Android Malware Detection with Masked Graph Representations. ASE Jingnan Zheng, Jiahao Liu, An Zhang, Jun Zeng, Ziqi Yang, Zhenkai Liang, Tat-Seng Chua
2024	A*	`conf`	Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning. ICML Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang
2024	J	`jnl`	Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning. CoRR Long Qian, Juncheng Li, Yu Wu, Yaobo Ye, Hao Fei, Tat-Seng Chua, Yueting Zhuang, Siliang Tang
2024	J	`jnl`	MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation. ACM Trans. Inf. Syst. Yunshan Ma, Yingzhi He, Xiang Wang, Yinwei Wei, Xiaoyu Du, Yuyangzi Fu, Tat-Seng Chua
2024	J	`jnl`	Multiple-environment Self-adaptive Network for aerial-view geo-localization. Pattern Recognit. Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua
2024	A*	`conf`	NExT-Chat: An LMM for Chat, Detection and Segmentation. ICML Ao Zhang, Yuan Yao, Wei Ji, Zhiyuan Liu, Tat-Seng Chua
2024	A*	`conf`	NExT-GPT: Any-to-Any Multimodal LLM. ICML Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua
2024	A*	`conf`	On Generative Agents in Recommendation. SIGIR An Zhang, Yuxin Chen, Leheng Sheng, Xiang Wang, Tat-Seng Chua
2024	A*	`conf`	On Softmax Direct Preference Optimization for Recommendation. NeurIPS Yuxin Chen, Junfei Tan, An Zhang, Zhengyi Yang, Leheng Sheng, Enzhi Zhang, Xiang Wang, Tat-Seng Chua
2024	J	`jnl`	On Softmax Direct Preference Optimization for Recommendation. CoRR Yuxin Chen, Junfei Tan, An Zhang, Zhengyi Yang, Leheng Sheng, Enzhi Zhang, Xiang Wang, Tat-Seng Chua
2024	—	`conf`	On the Multi-turn Instruction Following for Conversational Web Agents. ACL (1) Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	On the Multi-turn Instruction Following for Conversational Web Agents. CoRR Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning. CoRR Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei, Meng Wang, Tat-Seng Chua, Yao Zhao
2024	A*	`conf`	Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. ICLR Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua
2024	J	`jnl`	Preference Diffusion for Recommendation. CoRR Shuo Liu, An Zhang, Guoqing Hu, Hong Qian, Tat-Seng Chua
2024	A*	`ed.`	Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024 WWW Tat-Seng Chua, Chong-Wah Ngo, Ravi Kumar, Hady W. Lauw, Roy Ka-Wei Lee
2024	J	`jnl`	Prospect Personalized Recommendation on Large Language Model-based Agent Platform. CoRR Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, Tat-Seng Chua
2024	—	`conf`	ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. ACL (1) Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024	J	`jnl`	ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. CoRR Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024	J	`jnl`	RLAIF-V: Aligning MLLMs through Open-Source AI Feedback for Super GPT-4V Trustworthiness. CoRR Tianyu Yu, Haoye Zhang, Yuan Yao, Yunkai Dang, Da Chen, Xiaoman Lu, Ganqu Cui, Taiwen He, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2024	J	`jnl`	ROGER: Ranking-Oriented Generative Retrieval. ACM Trans. Inf. Syst. Yujia Zhou, Jing Yao, Zhicheng Dou, Yiteng Tu, Ledell Wu, Tat-Seng Chua, Ji-Rong Wen
2024	—	`conf`	ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining. ACL (Findings) Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024	J	`jnl`	ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining. CoRR Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua
2024	J	`jnl`	Report on the 33rd The ACM Web Conference (WWW 2024). SIGIR Forum Tat-Seng Chua, Chong-Wah Ngo, Ravi Kumar, Hady W. Lauw
2024	J	`jnl`	Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. CoRR Yongqi Li, Hongru Cai, Wenjie Wang, Leigang Qu, Yinwei Wei, Wenjie Li, Liqiang Nie, Tat-Seng Chua
2024	J	`jnl`	Robust Collaborative Filtering to Popularity Distribution Shift. ACM Trans. Inf. Syst. An Zhang, Wenchang Ma, Jingnan Zheng, Xiang Wang, Tat-Seng Chua
2024	J	`jnl`	Rule-Guided Counterfactual Explainable Recommendation. IEEE Trans. Knowl. Data Eng. Yinwei Wei, Xiaoyang Qu, Xiang Wang, Yunshan Ma, Liqiang Nie, Tat-Seng Chua
2024	J	`jnl`	SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation. CoRR Leigang Qu, Haochuan Li, Wenjie Wang, Xiang Liu, Juncheng Li, Liqiang Nie, Tat-Seng Chua
2024	J	`jnl`	SLED: Structure Learning based Denoising for Recommendation. ACM Trans. Inf. Syst. Shengyu Zhang, Tan Jiang, Kun Kuang, Fuli Feng, Jin Yu, Jianxin Ma, Zhou Zhao, Jianke Zhu, Hongxia Yang, Tat-Seng Chua, Fei Wu
2024	J	`jnl`	STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training. CoRR Haiyi Qiu, Minghe Gao, Long Qian, Kaihang Pan, Qifan Yu, Juncheng Li, Wenjie Wang, Siliang Tang, Yueting Zhuang, Tat-Seng Chua
2024	—	`conf`	STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. ACL (Findings) Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua
2024	J	`jnl`	STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. CoRR Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua
2024	J	`jnl`	Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models. CoRR Chenhang Cui, Gelei Deng, An Zhang, Jingnan Zheng, Yicong Li, Lianli Gao, Tianwei Zhang, Tat-Seng Chua
2024	J	`jnl`	Scene-Text Grounding for Text-Based Video Question Answering. CoRR Sheng Zhou, Junbin Xiao, Xun Yang, Peipei Song, Dan Guo, Angela Yao, Meng Wang, Tat-Seng Chua
2024	A*	`conf`	Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks. WWW Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2024	J	`jnl`	Self-Calibrated Listwise Reranking with Large Language Models. CoRR Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua
2024	J	`jnl`	Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection. CoRR Ke Li, Fuyu Dong, Di Wang, Shaofeng Li, Quan Wang, Xinbo Gao, Tat-Seng Chua
2024	A*	`conf`	Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval. SIGIR Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
2024	J	`jnl`	Simple but Effective Raw-Data Level Multimodal Fusion for Composed Image Retrieval. CoRR Haokun Wen, Xuemeng Song, Xiaolin Chen, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
2024	J	`jnl`	Smart Fitting Room: A Generative Approach to Matching-aware Virtual Try-On. CoRR Mingzhe Yu, Yunshan Ma, Lei Wu, Kai Cheng, Xue Li, Lei Meng, Tat-Seng Chua
2024	B	`conf`	Smart Fitting Room: A One-stop Framework for Matching-aware Virtual Try-On. ICMR Mingzhe Yu, Yunshan Ma, Lei Wu, Kai Cheng, Xue Li, Lei Meng, Tat-Seng Chua
2024	A*	`conf`	Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation. EMNLP Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua
2024	J	`jnl`	Strength Lies in Differences! Towards Effective Non-collaborative Dialogues via Tailored Strategy Planning. CoRR Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua
2024	—	`conf`	TAT-LLM: A Specialized Language Model for Discrete Reasoning over Financial Tabular and Textual Data. ICAIF Fengbin Zhu, Ziyang Liu, Fuli Feng, Chao Wang, Moxin Li, Tat-Seng Chua
2024	J	`jnl`	TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data. CoRR Fengbin Zhu, Ziyang Liu, Fuli Feng, Chao Wang, Moxin Li, Tat-Seng Chua
2024	J	`jnl`	Temporal Relational Reasoning of Large Language Models for Detecting Stock Portfolio Crashes. CoRR Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Huanhuan Zheng, Tat-Seng Chua
2024	A*	`conf`	Temporally and Distributionally Robust Optimization for Cold-Start Recommendation. AAAI Xinyu Lin, Wenjie Wang, Jujia Zhao, Yongqi Li, Fuli Feng, Tat-Seng Chua
2024	J	`jnl`	The ACM Web Conference 2024 Report. SIGWEB Newsl. Tat-Seng Chua, Chong-Wah Ngo, Ravi Kumar, Hady W. Lauw, Dick C. A. Bulterman
2024	J	`jnl`	Think Twice Before Assure: Confidence Estimation for Large Language Models through Reflection on Multiple Answers. CoRR Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua
2024	—	`conf`	Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection. EMNLP (Findings) Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua
2024	A*	`conf`	Towards 3D Molecule-Text Interpretation in Language Models. ICLR Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian
2024	J	`jnl`	Towards 3D Molecule-Text Interpretation in Language Models. CoRR Sihang Li, Zhiyuan Liu, Yanchen Luo, Xiang Wang, Xiangnan He, Kenji Kawaguchi, Tat-Seng Chua, Qi Tian
2024	J	`jnl`	Towards Comprehensive and Efficient Post Safety Alignment of Large Language Models via Safety Patching. CoRR Weixiang Zhao, Yulin Hu, Zhuojun Li, Yang Deng, Yanyan Zhao, Bing Qin, Tat-Seng Chua
2024	A*	`conf`	Towards Human-centered Proactive Conversational Agents. SIGIR Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua
2024	J	`jnl`	Towards Human-centered Proactive Conversational Agents. CoRR Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua
2024	J	`jnl`	Towards Modality Generalization: A Benchmark and Prospective Analysis. CoRR Xiaohao Liu, Xiaobo Xia, Zhuo Huang, Tat-Seng Chua
2024	—	`conf`	Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching. ECCV (11) Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua
2024	A*	`conf`	Towards Neuron Attributions in Multi-Modal Large Language Models. NeurIPS Junfeng Fang, Zac Bi, Ruipeng Wang, Houcheng Jiang, Yuan Gao, Kun Wang, An Zhang, Jie Shi, Xiang Wang, Tat-Seng Chua
2024	J	`jnl`	Towards Semantic Equivalence of Tokenization in Multimodal LLM. CoRR Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	Unified Text-to-Image Generation and Retrieval. CoRR Leigang Qu, Haochuan Li, Tan Wang, Wenjie Wang, Yongqi Li, Liqiang Nie, Tat-Seng Chua
2024	A*	`conf`	Uplift Modeling for Target User Attacks on Recommender Systems. WWW Wenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua
2024	J	`jnl`	Uplift Modeling for Target User Attacks on Recommender Systems. CoRR Wenjie Wang, Changsheng Wang, Fuli Feng, Wentao Shi, Daizong Ding, Tat-Seng Chua
2024	J	`jnl`	VideoQA in the Era of LLMs: An Empirical Study. CoRR Junbin Xiao, Nanxin Huang, Hangyu Qin, Dongyang Li, Yicong Li, Fengbin Zhu, Zhulin Tao, Jianxing Yu, Liang Lin, Tat-Seng Chua, Angela Yao
2024	A*	`conf`	Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. NeurIPS Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. CoRR Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2024	—	`conf`	XNLP: An Interactive Demonstration System for Universal Structured NLP. ACL (3) Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023	—	`conf`	A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction. EMNLP (Findings) Ruihao Shui, Yixin Cao, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction. CoRR Ruihao Shui, Yixin Cao, Xiang Wang, Tat-Seng Chua
2023	A*	`conf`	A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking. WWW Yuting Yang, Wenqiang Lei, Pei Huang, Juan Cao, Jintao Li, Tat-Seng Chua
2023	J	`jnl`	A Multi-facet Paradigm to Bridge Large Language Model and Recommendation. CoRR Xinyu Lin, Wenjie Wang, Yongqi Li, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
2023	A*	`conf`	A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. IJCAI Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua
2023	J	`jnl`	A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. CoRR Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua
2023	J	`jnl`	A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. ACM Trans. Inf. Syst. Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam
2023	J	`jnl`	ACM WSDM 2023 Report. SIGWEB Newsl. Hady W. Lauw, Tat-Seng Chua, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, Andrew Tomkins
2023	A*	`conf`	Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning. CVPR Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua
2023	A*	`conf`	Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. EMNLP Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong
2023	J	`jnl`	Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. CoRR Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong
2023	A*	`conf`	Boosting Causal Discovery via Adaptive Sample Reweighting. ICLR An Zhang, Fangfu Liu, Wenchang Ma, Zhibo Cai, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting. CoRR An Zhang, Fangfu Liu, Wenchang Ma, Zhibo Cai, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Can I Trust Your Answer? Visually Grounded Video Question Answering. CoRR Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua
2023	J	`jnl`	Causal Disentangled Recommendation Against User Preference Shifts. CoRR Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yunshan Ma, Tat-Seng Chua
2023	J	`jnl`	Causal Inference for Knowledge Graph Based Recommendation. IEEE Trans. Knowl. Data Eng. Yinwei Wei, Xiang Wang, Liqiang Nie, Shaoyu Li, Dingxian Wang, Tat-Seng Chua
2023	J	`jnl`	Computational Technologies for Fashion Recommendation: A Survey. CoRR Yujuan Ding, Zhihui Lai, P. Y. Mok, Tat-Seng Chua
2023	—	`conf`	Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction. ACL (Findings) Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023	J	`jnl`	Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction. CoRR Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023	A*	`conf`	Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling. ACM Multimedia Yu Zhao, Hao Fei, Yixin Cao, Bobo Li, Meishan Zhang, Jianguo Wei, Min Zhang, Tat-Seng Chua
2023	J	`jnl`	Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling. CoRR Yu Zhao, Hao Fei, Yixin Cao, Bobo Li, Meishan Zhang, Jianguo Wei, Min Zhang, Tat-Seng Chua
2023	A*	`conf`	Context-aware Event Forecasting via Graph Disentanglement. KDD Yunshan Ma, Chenchen Ye, Zijian Wu, Xiang Wang, Yixin Cao, Tat-Seng Chua
2023	J	`jnl`	Context-aware Event Forecasting via Graph Disentanglement. CoRR Yunshan Ma, Chenchen Ye, Zijian Wu, Xiang Wang, Yixin Cao, Tat-Seng Chua
2023	J	`jnl`	Contrastive Video Question Answering via Video Graph Transformer. CoRR Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua
2023	J	`jnl`	Contrastive Video Question Answering via Video Graph Transformer. IEEE Trans. Pattern Anal. Mach. Intell. Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua
2023	A	`conf`	Cooperative Explanations of Graph Neural Networks. WSDM Junfeng Fang, Xiang Wang, An Zhang, Zemin Liu, Xiangnan He, Tat-Seng Chua
2023	J	`jnl`	Cross-GCN: Enhancing Graph Convolutional Network with $k$k-Order Feature Interactions. IEEE Trans. Knowl. Data Eng. Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2023	—	`conf`	Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment. ACL (1) Shengqiong Wu, Hao Fei, Wei Ji, Tat-Seng Chua
2023	J	`jnl`	Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment. CoRR Shengqiong Wu, Hao Fei, Wei Ji, Tat-Seng Chua
2023	A*	`conf`	Deconfounded Multimodal Learning for Spatio-temporal Video Grounding. ACM Multimedia Jiawei Wang, Zhanchang Ma, Da Cao, Yuquan Le, Junbin Xiao, Tat-Seng Chua
2023	A*	`conf`	Deep Multimodal Learning for Information Retrieval. ACM Multimedia Wei Ji, Yinwei Wei, Zhedong Zheng, Hao Fei, Tat-Seng Chua
2023	—	`conf`	DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. ACL (Findings) Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji
2023	A*	`conf`	Diffusion Recommender Model. SIGIR Wenjie Wang, Yiyan Xu, Fuli Feng, Xinyu Lin, Xiangnan He, Tat-Seng Chua
2023	J	`jnl`	Diffusion Recommender Model. CoRR Wenjie Wang, Yiyan Xu, Fuli Feng, Xinyu Lin, Xiangnan He, Tat-Seng Chua
2023	A	`conf`	Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction. CIKM Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua
2023	J	`jnl`	Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction. CoRR Kelvin J. L. Koa, Yunshan Ma, Ritchie Ng, Tat-Seng Chua
2023	A*	`conf`	Discovering Dynamic Causal Space for DAG Structure Learning. KDD Fangfu Liu, Wenchang Ma, An Zhang, Xiang Wang, Yueqi Duan, Tat-Seng Chua
2023	J	`jnl`	Discovering Dynamic Causal Space for DAG Structure Learning. CoRR Fangfu Liu, Wenchang Ma, An Zhang, Xiang Wang, Yueqi Duan, Tat-Seng Chua
2023	A*	`conf`	Discovering Spatio-Temporal Rationales for Video Question Answering. ICCV Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Discovering Spatio-Temporal Rationales for Video Question Answering. CoRR Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Do LLMs Implicitly Exhibit User Discrimination in Recommendation? An Empirical Study. CoRR Chen Xu, Wenjie Wang, Yuxin Li, Liang Pang, Jun Xu, Tat-Seng Chua
2023	J	`jnl`	Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents with Semantic-Oriented Hierarchical Graphs. CoRR Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li, Tat-Seng Chua
2023	A*	`conf`	Dual Semantic Knowledge Composed Multimodal Dialog Systems. SIGIR Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
2023	J	`jnl`	Dual Semantic Knowledge Composed Multimodal Dialog Systems. CoRR Xiaolin Chen, Xuemeng Song, Yinwei Wei, Liqiang Nie, Tat-Seng Chua
2023	A*	`conf`	Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss. NeurIPS An Zhang, Leheng Sheng, Zhibo Cai, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss. CoRR An Zhang, Leheng Sheng, Zhibo Cai, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Empowering Dynamics-aware Text-to-Video Diffusion with Large Language Models. CoRR Hao Fei, Shengqiong Wu, Wei Ji, Hanwang Zhang, Tat-Seng Chua
2023	J	`jnl`	Empowering Vision-Language Models to Follow Interleaved Vision-Language Instructions. CoRR Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Hanwang Zhang, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Yueting Zhuang
2023	A*	`conf`	Equivariant Learning for Out-of-Distribution Cold-start Recommendation. ACM Multimedia Wenjie Wang, Xinyu Lin, Liuhui Wang, Fuli Feng, Yinwei Wei, Tat-Seng Chua
2023	A*	`conf`	FLOOD: A Flexible Invariant Learning Framework for Out-of-Distribution Generalization on Graphs. KDD Yang Liu, Xiang Ao, Fuli Feng, Yunshan Ma, Kuan Li, Tat-Seng Chua, Qing He
2023	A*	`conf`	FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms. AAAI Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua
2023	—	`conf`	Generating Visual Spatial Description via Holistic 3D Scene Understanding. ACL (1) Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023	J	`jnl`	Generating Visual Spatial Description via Holistic 3D Scene Understanding. CoRR Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023	J	`jnl`	Generative Recommendation: Towards Next-generation Recommender Paradigm. CoRR Wenjie Wang, Xinyu Lin, Fuli Feng, Xiangnan He, Tat-Seng Chua
2023	—	`conf`	Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond. ACL (tutorial) Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua
2023	A*	`conf`	Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models. ICCV Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang
2023	J	`jnl`	Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models. CoRR Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang
2023	—	`conf`	Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context. ACL (Findings) Moxin Li, Wenjie Wang, Fuli Feng, Hanwang Zhang, Qifan Wang, Tat-Seng Chua
2023	A*	`conf`	Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion. NeurIPS Shengqiong Wu, Hao Fei, Hanwang Zhang, Tat-Seng Chua
2023	—	`conf`	Improving Named Entity Recognition via Bridge-based Domain Adaptation. ACL (Findings) Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua
2023	—	`conf`	Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling. ACL (1) Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua
2023	J	`jnl`	Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling. CoRR Shengqiong Wu, Hao Fei, Yixin Cao, Lidong Bing, Tat-Seng Chua
2023	J	`jnl`	InstructVid2Vid: Controllable Video Editing with Natural Language Instructions. CoRR Bosheng Qin, Juncheng Li, Siliang Tang, Tat-Seng Chua, Yueting Zhuang
2023	A*	`conf`	Invariant Collaborative Filtering to Popularity Distribution Shift. WWW An Zhang, Jingnan Zheng, Xiang Wang, Yancheng Yuan, Tat-Seng Chua
2023	J	`jnl`	Invariant Collaborative Filtering to Popularity Distribution Shift. CoRR An Zhang, Jingnan Zheng, Xiang Wang, Yancheng Yuan, Tat-Seng Chua
2023	A*	`conf`	LGM3A '23: 1st Workshop on Large Generative Models Meet Multimodal Applications. ACM Multimedia Zheng Wang, Cheng Long, Shihao Xu, Bingzheng Gan, Wei Shi, Zhao Cao, Tat-Seng Chua
2023	J	`jnl`	LLMDet: A Large Language Models Detection Tool. CoRR Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023	—	`conf`	LLMDet: A Third Party Large Language Models Generated Text Detection Tool. EMNLP (Findings) Kangxi Wu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023	J	`jnl`	LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model. CoRR Hao Fei, Shengqiong Wu, Jingye Li, Bobo Li, Fei Li, Libo Qin, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023	A*	`conf`	LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. ACM Multimedia Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua
2023	J	`jnl`	LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. CoRR Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua
2023	A*	`conf`	Learnable Pillar-based Re-ranking for Image-Text Retrieval. SIGIR Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua
2023	J	`jnl`	Learnable Pillar-based Re-ranking for Image-Text Retrieval. CoRR Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua
2023	J	`jnl`	Learning Relation Prototype From Unlabeled Texts for Long-Tail Relation Extraction. IEEE Trans. Knowl. Data Eng. Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua
2023	J	`jnl`	Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction. CoRR Yunshan Ma, Xiaohao Liu, Yinwei Wei, Zhulin Tao, Xiang Wang, Tat-Seng Chua
2023	A*	`conf`	LightGT: A Light Graph Transformer for Multimedia Recommendation. SIGIR Yinwei Wei, Wenqi Liu, Fan Liu, Xiang Wang, Liqiang Nie, Tat-Seng Chua
2023	—	`conf`	MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space. EMNLP (Findings) Hanxing Ding, Liang Pang, Zihao Wei, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023	J	`jnl`	MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space. CoRR Hanxing Ding, Liang Pang, Zihao Wei, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023	A*	`conf`	MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter. EMNLP Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter. CoRR Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Multi-view Consistent Generative Adversarial Networks for Compositional 3D-Aware Image Synthesis. Int. J. Comput. Vis. Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua
2023	J	`jnl`	MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation. CoRR Yunshan Ma, Yingzhi He, Xiang Wang, Yinwei Wei, Xiaoyu Du, Yuyangzi Fu, Tat-Seng Chua
2023	J	`jnl`	NExT-Chat: An LMM for Chat, Detection and Segmentation. CoRR Ao Zhang, Wei Ji, Tat-Seng Chua
2023	J	`jnl`	NExT-GPT: Any-to-Any Multimodal LLM. CoRR Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua
2023	J	`jnl`	On Generative Agents in Recommendation. CoRR An Zhang, Leheng Sheng, Yuxin Chen, Hao Li, Yang Deng, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training. CoRR Hao Fei, Tat-Seng Chua, Chenliang Li, Donghong Ji, Meishan Zhang, Yafeng Ren
2023	J	`jnl`	On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training. ACM Trans. Inf. Syst. Hao Fei, Tat-Seng Chua, Chenliang Li, Donghong Ji, Meishan Zhang, Yafeng Ren
2023	J	`jnl`	Personalized Latent Structure Learning for Recommendation. IEEE Trans. Pattern Anal. Mach. Intell. Shengyu Zhang, Fuli Feng, Kun Kuang, Wenqiao Zhang, Zhou Zhao, Hongxia Yang, Tat-Seng Chua, Fei Wu
2023	A*	`conf`	PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation. ACM Multimedia Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua
2023	J	`jnl`	Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. CoRR Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua
2023	A	`conf`	Popularity-aware Distributionally Robust Optimization for Recommendation System. CIKM Jujia Zhao, Wenjie Wang, Xinyu Lin, Leigang Qu, Jizhi Zhang, Tat-Seng Chua
2023	—	`ed.`	Proceedings of the 1st International Workshop on Deep Multimodal Learning for Information Retrieval, MMIR 2023, Ottawa ON, Canada, 2 November 2023 MMIR@MM Wei Ji, Yinwei Wei, Zhedong Zheng, Hao Fei, Tat-Seng Chua
2023	—	`ed.`	Proceedings of the 1st Workshop on Large Generative Models Meet Multimodal Applications, LGM3A 2023, Ottawa ON, Canada, 2 November 2023 LGM3A@MM Zheng Wang, Cheng Long, Shihao Xu, Bingzheng Gan, Wei Shi, Zhao Cao, Tat-Seng Chua
2023	—	`ed.`	Proceedings of the 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, UAVM 2023, Ottawa ON, Canada, 2 November 2023 UAVM Zhedong Zheng, Yujiao Shi, Tingyu Wang, Jun Liu, Jianwu Fang, Yunchao Wei, Tat-Seng Chua
2023	A	`ed.`	Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023. WSDM Tat-Seng Chua, Hady W. Lauw, Luo Si, Evimaria Terzi, Panayiotis Tsaparas
2023	J	`jnl`	Progressive Text-to-3D Generation for Automatic 3D Prototyping. CoRR Han Yi, Zhedong Zheng, Xiangyu Xu, Tat-Seng Chua
2023	—	`conf`	Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. EMNLP (Findings) Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua
2023	J	`jnl`	Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. CoRR Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua
2023	J	`jnl`	RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback. CoRR Tianyu Yu, Yuan Yao, Haoye Zhang, Taiwen He, Yifeng Han, Ganqu Cui, Jinyi Hu, Zhiyuan Liu, Hai-Tao Zheng, Maosong Sun, Tat-Seng Chua
2023	—	`conf`	Reasoning Implicit Sentiment with Chain-of-Thought Prompting. ACL (2) Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li, Tat-Seng Chua
2023	J	`jnl`	Reasoning Implicit Sentiment with Chain-of-Thought Prompting. CoRR Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li, Tat-Seng Chua
2023	A*	`conf`	Redundancy-aware Transformer for Video Question Answering. ACM Multimedia Yicong Li, Xun Yang, An Zhang, Chun Feng, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Redundancy-aware Transformer for Video Question Answering. CoRR Yicong Li, Xun Yang, An Zhang, Chun Feng, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Reinforced Causal Explainer for Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Xiang Wang, Yingxin Wu, An Zhang, Fuli Feng, Xiangnan He, Tat-Seng Chua
2023	J	`jnl`	Report on the 16th ACM International Conference on Web Search and Data Mining (WSDM 2023). SIGIR Forum Hady W. Lauw, Tat-Seng Chua, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, Andrew Tomkins
2023	—	`conf`	Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond. SIGIR-AP Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua
2023	A*	`conf`	Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules. NeurIPS Zhiyuan Liu, Yaorui Shi, An Zhang, Enzhi Zhang, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules. CoRR Zhiyuan Liu, Yaorui Shi, An Zhang, Enzhi Zhang, Kenji Kawaguchi, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Revisiting Conversation Discourse for Dialogue Disentanglement. CoRR Bobo Li, Hao Fei, Fei Li, Shengqiong Wu, Lizi Liao, Yinwei Wei, Tat-Seng Chua, Donghong Ji
2023	A*	`conf`	Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition. ACM Multimedia Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Chong Teng, Tat-Seng Chua, Donghong Ji, Fei Li
2023	J	`jnl`	Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition. CoRR Bobo Li, Hao Fei, Lizi Liao, Yu Zhao, Chong Teng, Tat-Seng Chua, Donghong Ji, Fei Li
2023	J	`jnl`	Robust Collaborative Filtering to Popularity Distribution Shift. CoRR An Zhang, Wenchang Ma, Jingnan Zheng, Xiang Wang, Tat-Seng Chua
2023	J	`jnl`	Robust Instruction Optimization for Large Language Models with Distribution Shifts. CoRR Moxin Li, Wenjie Wang, Fuli Feng, Jizhi Zhang, Tat-Seng Chua
2023	A*	`conf`	Robust Prompt Optimization for Large Language Models Against Distribution Shifts. EMNLP Moxin Li, Wenjie Wang, Fuli Feng, Yixin Cao, Jizhi Zhang, Tat-Seng Chua
2023	—	`conf`	Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. ACL (1) Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023	J	`jnl`	Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination. CoRR Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua
2023	J	`jnl`	Search-in-the-Chain: Towards the Accurate, Credible and Traceable Content Generation for Complex Knowledge-intensive Tasks. CoRR Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng, Tat-Seng Chua
2023	J	`jnl`	Self-Supervised Learning for Multimedia Recommendation. IEEE Trans. Multim. Zhulin Tao, Xiaohao Liu, Yewei Xia, Xiang Wang, Lifang Yang, Xianglin Huang, Tat-Seng Chua
2023	J	`jnl`	SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning. CoRR Keyu Duan, Qian Liu, Tat-Seng Chua, Shuicheng Yan, Wei Tsang Ooi, Qizhe Xie, Junxian He
2023	—	`conf`	SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs. WWW (Companion Volume) Fengbin Zhu, Moxin Li, Junbin Xiao, Fuli Feng, Chao Wang, Tat-Seng Chua
2023	J	`jnl`	State Graph Reasoning for Multimodal Conversational Recommendation. IEEE Trans. Multim. Yuxia Wu, Lizi Liao, Gangyi Zhang, Wenqiang Lei, Guoshuai Zhao, Xueming Qian, Tat-Seng Chua
2023	A*	`conf`	Strategy-aware Bundle Recommender System. SIGIR Yinwei Wei, Xiaohao Liu, Yunshan Ma, Xiang Wang, Liqiang Nie, Tat-Seng Chua
2023	J	`jnl`	Structured, Complex and Time-complete Temporal Event Forecasting. CoRR Yunshan Ma, Chenchen Ye, Zijian Wu, Xiang Wang, Yixin Cao, Liang Pang, Tat-Seng Chua
2023	J	`jnl`	Temporally and Distributionally Robust Optimization for Cold-start Recommendation. CoRR Xinyu Lin, Wenjie Wang, Jujia Zhao, Yongqi Li, Fuli Feng, Tat-Seng Chua
2023	J	`jnl`	Towards Generative Search and Recommendation: A keynote at RecSys 2023. SIGIR Forum Tat-Seng Chua
2023	J	`jnl`	Towards Goal-oriented Intelligent Tutoring Systems in Online Education. CoRR Yang Deng, Zifeng Ren, An Zhang, Wenqiang Lei, Tat-Seng Chua
2023	J	`jnl`	Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatially Relation Matching. CoRR Meng Chu, Zhedong Zheng, Wei Ji, Tat-Seng Chua
2023	J	`jnl`	Transfer Visual Prompt Generator across LLMs. CoRR Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, Zhiyuan Liu, Tat-Seng Chua
2023	—	`conf`	Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors. ACL (Findings) Peng Qi, Yuyang Zhao, Yufeng Shen, Wei Ji, Juan Cao, Tat-Seng Chua
2023	J	`jnl`	Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors. CoRR Peng Qi, Yuyang Zhao, Yufeng Shen, Wei Ji, Juan Cao, Tat-Seng Chua
2023	A*	`conf`	UAVM '23: 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective. ACM Multimedia Zhedong Zheng, Yujiao Shi, Tingyu Wang, Jun Liu, Jianwu Fang, Yunchao Wei, Tat-Seng Chua
2023	J	`jnl`	User Perception of Recommendation Explanation: Are Your Explanations What Users Need? ACM Trans. Inf. Syst. Hongyu Lu, Weizhi Ma, Yifan Wang, Min Zhang, Xiang Wang, Yiqun Liu, Tat-Seng Chua, Shaoping Ma
2023	A*	`conf`	VPGTrans: Transfer Visual Prompt Generator across LLMs. NeurIPS Ao Zhang, Hao Fei, Yuan Yao, Wei Ji, Li Li, Zhiyuan Liu, Tat-Seng Chua
2023	J	`jnl`	Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding. CoRR Juncheng Li, Siliang Tang, Linchao Zhu, Wenqiao Zhang, Yi Yang, Tat-Seng Chua, Fei Wu, Yueting Zhuang
2023	J	`jnl`	Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding. IEEE Trans. Pattern Anal. Mach. Intell. Juncheng Li, Siliang Tang, Linchao Zhu, Wenqiao Zhang, Yi Yang, Tat-Seng Chua, Fei Wu, Yueting Zhuang
2023	A*	`conf`	Video-Audio Domain Generalization via Confounder Disentanglement. AAAI Shengyu Zhang, Xusheng Feng, Wenyan Fan, Wenjing Fang, Fuli Feng, Wei Ji, Shuo Li, Li Wang, Shanshan Zhao, Zhou Zhao, Tat-Seng Chua, Fei Wu
2023	A*	`conf`	Visually Grounded Commonsense Knowledge Acquisition. AAAI Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
2023	J	`jnl`	XNLP: An Interactive Demonstration System for Universal Structured NLP. CoRR Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua
2022	J	`jnl`	3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective. CoRR Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua
2022	J	`jnl`	A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices. IEEE Trans. Knowl. Data Eng. Kaili Mao, Jianwei Niu, Xuefeng Liu, Shaojie Tang, Lizi Liao, Tat-Seng Chua
2022	J	`jnl`	A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. CoRR Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam
2022	J	`jnl`	Affective Image Content Analysis: Two Decades Review and New Perspectives. IEEE Trans. Pattern Anal. Mach. Intell. Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer
2022	J	`jnl`	Behavioral Intention Prediction in Driving Scenes: A Survey. CoRR Jianwu Fang, Fan Wang, Peining Shen, Zhedong Zheng, Jianru Xue, Tat-Seng Chua
2022	J	`jnl`	CCL4Rec: Contrast over Contrastive Learning for Micro-video Recommendation. CoRR Shengyu Zhang, Bofang Li, Dong Yao, Fuli Feng, Jieming Zhu, Wenyan Fan, Zhou Zhao, Xiaofei He, Tat-Seng Chua, Fei Wu
2022	A*	`conf`	Causal Attention for Interpretable and Generalizable Graph Classification. KDD Yongduo Sui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He, Tat-Seng Chua
2022	J	`jnl`	Causal Inference for Knowledge Graph based Recommendation. CoRR Yinwei Wei, Xiang Wang, Liqiang Nie, Shaoyu Li, Dingxian Wang, Tat-Seng Chua
2022	A*	`conf`	Causal Representation Learning for Out-of-Distribution Recommendation. WWW Wenjie Wang, Xinyu Lin, Fuli Feng, Xiangnan He, Min Lin, Tat-Seng Chua
2022	J	`jnl`	Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark. CoRR Jianwu Fang, Lei-Lei Li, Kuan Yang, Zhedong Zheng, Jianru Xue, Tat-Seng Chua
2022	J	`jnl`	Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. CoRR Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua
2022	A*	`conf`	ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. EMNLP Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam
2022	J	`jnl`	ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. CoRR Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam
2022	J	`jnl`	Conditional Hyper-Network for Blind Super-Resolution With Multiple Degradations. IEEE Trans. Image Process. Guanghao Yin, Wei Wang, Zehuan Yuan, Wei Ji, Dongdong Yu, Shouqian Sun, Tat-Seng Chua, Changhu Wang
2022	A*	`conf`	CrossCBR: Cross-view Contrastive Learning for Bundle Recommendation. KDD Yunshan Ma, Yingzhi He, An Zhang, Xiang Wang, Tat-Seng Chua
2022	J	`jnl`	CrossCBR: Cross-view Contrastive Learning for Bundle Recommendation. CoRR Yunshan Ma, Yingzhi He, An Zhang, Xiang Wang, Tat-Seng Chua
2022	J	`jnl`	Deconfounding to Explanation Evaluation in Graph Neural Networks. CoRR Ying-Xin Wu, Xiang Wang, An Zhang, Xia Hu, Fuli Feng, Xiangnan He, Tat-Seng Chua
2022	J	`jnl`	DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. CoRR Bobo Li, Hao Fei, Fei Li, Yuhan Wu, Jinsong Zhang, Shengqiong Wu, Jingye Li, Yijiang Liu, Lizi Liao, Tat-Seng Chua, Donghong Ji
2022	J	`jnl`	Differentiable Invariant Causal Discovery. CoRR Yu Wang, An Zhang, Xiang Wang, Xiangnan He, Tat-Seng Chua
2022	A*	`conf`	Discovering Invariant Rationales for Graph Neural Networks. ICLR Yingxin Wu, Xiang Wang, An Zhang, Xiangnan He, Tat-Seng Chua
2022	J	`jnl`	Discovering Invariant Rationales for Graph Neural Networks. CoRR Ying-Xin Wu, Xiang Wang, An Zhang, Xiangnan He, Tat-Seng Chua
2022	J	`jnl`	Entity Slot Filling for Visual Captioning. IEEE Trans. Circuits Syst. Video Technol. Yi Bin, Yujuan Ding, Bo Peng, Liang Peng, Yang Yang, Tat-Seng Chua
2022	A*	`conf`	Equivariant and Invariant Grounding for Video Question Answering. ACM Multimedia Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua
2022	J	`jnl`	Equivariant and Invariant Grounding for Video Question Answering. CoRR Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua
2022	J	`jnl`	FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms. CoRR Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua
2022	—	`conf`	Fine-Grained Scene Graph Generation with Data Transfer. ECCV (27) Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua
2022	J	`jnl`	Fine-Grained Scene Graph Generation with Data Transfer. CoRR Ao Zhang, Yuan Yao, Qianyu Chen, Wei Ji, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua
2022	J	`jnl`	Graph Technologies for User Modeling and Recommendation: Introduction to the Special Issue - Part 1. ACM Trans. Inf. Syst. Xiangnan He, Zhaochun Ren, Emine Yilmaz, Marc Najork, Tat-Seng Chua
2022	J	`jnl`	Hierarchical User Intent Graph Network for Multimedia Recommendation. IEEE Trans. Multim. Yinwei Wei, Xiang Wang, Xiangnan He, Liqiang Nie, Yong Rui, Tat-Seng Chua
2022	A*	`conf`	Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering. NeurIPS An Zhang, Wenchang Ma, Xiang Wang, Tat-Seng Chua
2022	J	`jnl`	Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering. CoRR An Zhang, Wenchang Ma, Xiang Wang, Tat-Seng Chua
2022	A*	`conf`	Intelligent Request Strategy Design in Recommender System. KDD Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu
2022	J	`jnl`	Intelligent Request Strategy Design in Recommender System. CoRR Xufeng Qian, Yue Xu, Fuyu Lv, Shengyu Zhang, Ziwen Jiang, Qingwen Liu, Xiaoyi Zeng, Tat-Seng Chua, Fei Wu
2022	A*	`conf`	Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. SIGIR Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua
2022	J	`jnl`	Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. CoRR Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua
2022	J	`jnl`	Introduction to the Special Section on Graph Technologies for User Modeling and Recommendation, Part 2. ACM Trans. Inf. Syst. Xiangnan He, Zhaochun Ren, Emine Yilmaz, Marc Najork, Tat-Seng Chua
2022	A*	`conf`	Invariant Grounding for Video Question Answering. CVPR Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
2022	J	`jnl`	Invariant Grounding for Video Question Answering. CoRR Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
2022	A	`conf`	KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems. CIKM Chongming Gao, Shijun Li, Wenqiang Lei, Jiawei Chen, Biao Li, Peng Jiang, Xiangnan He, Jiaxin Mao, Tat-Seng Chua
2022	J	`jnl`	KuaiRec: A Fully-observed Dataset for Recommender Systems. CoRR Chongming Gao, Shijun Li, Wenqiang Lei, Biao Li, Peng Jiang, Jiawei Chen, Xiangnan He, Jiaxin Mao, Tat-Seng Chua
2022	A*	`conf`	LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model. NeurIPS Hao Fei, Shengqiong Wu, Jingye Li, Bobo Li, Fei Li, Libo Qin, Meishan Zhang, Min Zhang, Tat-Seng Chua
2022	—	`conf`	Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning. ACL (1) Moxin Li, Fuli Feng, Hanwang Zhang, Xiangnan He, Fengbin Zhu, Tat-Seng Chua
2022	A*	`conf`	Let Invariant Rationale Discovery Inspire Graph Contrastive Learning. ICML Sihang Li, Xiang Wang, An Zhang, Yingxin Wu, Xiangnan He, Tat-Seng Chua
2022	J	`jnl`	Let Invariant Rationale Discovery Inspire Graph Contrastive Learning. CoRR Sihang Li, Xiang Wang, An Zhang, Yingxin Wu, Xiangnan He, Tat-Seng Chua
2022	J	`jnl`	Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media. IEEE Trans. Multim. Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua
2022	A*	`conf`	MCFR'22: 1st Workshop on Multimedia Computing towards Fashion Recommendation. ACM Multimedia Xuemeng Song, Jingjing Chen, Federico Becattini, Weili Guan, Yibing Zhan, Tat-Seng Chua
2022	—	`ed.`	MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, Lisboa, Portugal, 14 October 2022 MCFR@MM Xuemeng Song, Jingjing Chen, Federico Becattini, Weili Guan, Yibing Zhan, Tat-Seng Chua
2022	J	`jnl`	MRTNet: Multi-Resolution Temporal Network for Video Sentence Grounding. CoRR Wei Ji, Long Chen, Yinwei Wei, Yiming Wu, Tat-Seng Chua
2022	J	`jnl`	Meta-Transfer Learning Through Hard Tasks. IEEE Trans. Pattern Anal. Mach. Intell. Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele
2022	J	`jnl`	Mixed Dish Recognition With Contextual Relation and Domain Alignment. IEEE Trans. Multim. Lixi Deng, Jingjing Chen, Chong-Wah Ngo, Qianru Sun, Sheng Tang, Yongdong Zhang, Tat-Seng Chua
2022	J	`jnl`	Modeling Instant User Intent and Content-Level Transition for Sequential Fashion Recommendation. IEEE Trans. Multim. Yujuan Ding, Yunshan Ma, Wai Keung Wong, Tat-Seng Chua
2022	J	`jnl`	Multiple-environment Self-adaptive Network for Aerial-view Geo-localization. CoRR Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Tat-Seng Chua, Yi Yang, Chenggang Yan
2022	A*	`conf`	PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. EMNLP Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua
2022	J	`jnl`	PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. CoRR Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua
2022	A*	`conf`	PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. EMNLP Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2022	J	`jnl`	PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models. CoRR Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2022	J	`jnl`	PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation. CoRR Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua
2022	J	`jnl`	Prompt Learning for Few-Shot Dialogue State Tracking. CoRR Yuting Yang, Wenqiang Lei, Juan Cao, Jintao Li, Tat-Seng Chua
2022	J	`jnl`	RDU: A Region-based Approach to Form-style Document Understanding. CoRR Fengbin Zhu, Chao Wang, Wenqiang Lei, Ziyang Liu, Tat-Seng Chua
2022	A*	`conf`	Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation. WWW Shengyu Zhang, Lingxiao Yang, Dong Yao, Yujie Lu, Fuli Feng, Zhou Zhao, Tat-Seng Chua, Fei Wu
2022	J	`jnl`	Re4: Learning to Re-contrast, Re-attend, Re-construct for Multi-interest Recommendation. CoRR Shengyu Zhang, Lingxiao Yang, Dong Yao, Yujie Lu, Fuli Feng, Zhou Zhao, Tat-Seng Chua, Fei Wu
2022	A*	`conf`	Reflecting on Experiences for Response Generation. ACM Multimedia Chenchen Ye, Lizi Liao, Suyu Liu, Tat-Seng Chua
2022	J	`jnl`	Reinforced Causal Explainer for Graph Neural Networks. CoRR Xiang Wang, Ying-Xin Wu, An Zhang, Fuli Feng, Xiangnan He, Tat-Seng Chua
2022	A*	`conf`	Rethinking the Two-Stage Framework for Grounded Situation Recognition. AAAI Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Tat-Seng Chua
2022	A*	`conf`	SHADEWATCHER: Recommendation-guided Cyber Threat Analysis using System Audit Records. SP Jun Zeng, Xiang Wang, Jiahao Liu, Yinfang Chen, Zhenkai Liang, Tat-Seng Chua, Zheng Leong Chua
2022	—	`conf`	Semi-supervised New Slot Discovery with Incremental Clustering. EMNLP (Findings) Yuxia Wu, Lizi Liao, Xueming Qian, Tat-Seng Chua
2022	A*	`conf`	Structured and Natural Responses Co-generation for Conversational Search. SIGIR Chenchen Ye, Lizi Liao, Fuli Feng, Wei Ji, Tat-Seng Chua
2022	J	`jnl`	Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion. CoRR Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang
2022	J	`jnl`	Topic-Guided Conversational Recommender in Multiple Domains. IEEE Trans. Knowl. Data Eng. Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua
2022	A*	`conf`	Towards Complex Document Understanding By Discrete Reasoning. ACM Multimedia Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua
2022	J	`jnl`	Towards Complex Document Understanding By Discrete Reasoning. CoRR Fengbin Zhu, Wenqiang Lei, Fuli Feng, Chao Wang, Haozhou Zhang, Tat-Seng Chua
2022	J	`jnl`	Training Free Graph Neural Networks for Graph Matching. CoRR Zhiyuan Liu, Yixin Cao, Fuli Feng, Xiang Wang, Xindi Shang, Jie Tang, Kenji Kawaguchi, Tat-Seng Chua
2022	A*	`conf`	User-controllable Recommendation Against Filter Bubbles. SIGIR Wenjie Wang, Fuli Feng, Liqiang Nie, Tat-Seng Chua
2022	J	`jnl`	User-controllable Recommendation Against Filter Bubbles. CoRR Wenjie Wang, Fuli Feng, Liqiang Nie, Tat-Seng Chua
2022	—	`conf`	Video Graph Transformer for Video Question Answering. ECCV (36) Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
2022	J	`jnl`	Video Graph Transformer for Video Question Answering. CoRR Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
2022	J	`jnl`	Video Moment Retrieval With Cross-Modal Neural Architecture Search. IEEE Trans. Image Process. Xun Yang, Shanshan Wang, Jian Dong, Jianfeng Dong, Meng Wang, Tat-Seng Chua
2022	A*	`conf`	Video Question Answering: Datasets, Algorithms and Challenges. EMNLP Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua
2022	J	`jnl`	Video Question Answering: Datasets, Algorithms and Challenges. CoRR Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua
2022	A*	`conf`	Video as Conditional Graph Hierarchy for Multi-Granular Question Answering. AAAI Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
2022	J	`jnl`	Visually Grounded Commonsense Knowledge Acquisition. CoRR Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Haitao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
2021	J	`jnl`	3-D Relation Network for visual relation recognition in videos. Neurocomputing Qianwen Cao, Heyan Huang, Xindi Shang, Boran Wang, Tat-Seng Chua
2021	J	`jnl`	A Hybrid Approach for Detecting Prerequisite Relations in Multi-Modal Food Recipes. IEEE Trans. Multim. Liangming Pan, Jingjing Chen, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Tat-Seng Chua
2021	J	`jnl`	A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient Recognition. IEEE Trans. Image Process. Jingjing Chen, Bin Zhu, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang
2021	J	`jnl`	A-FMI: Learning Attributions from Deep Networks via Feature Map Importance. CoRR An Zhang, Xiang Wang, Chengfang Fang, Jie Shi, Tat-Seng Chua, Zehua Chen
2021	J	`jnl`	Advances and Challenges in Conversational Recommender Systems: A Survey. CoRR Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua
2021	J	`jnl`	Advances and challenges in conversational recommender systems: A survey. AI Open Chongming Gao, Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua
2021	J	`jnl`	Affective Image Content Analysis: Two Decades Review and New Perspectives. CoRR Sicheng Zhao, Xingxu Yao, Jufeng Yang, Guoli Jia, Guiguang Ding, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer
2021	J	`jnl`	CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models. CoRR Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2021	A*	`conf`	CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation. SIGIR Shengyu Zhang, Dong Yao, Zhou Zhao, Tat-Seng Chua, Fei Wu
2021	J	`jnl`	CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation. CoRR Shengyu Zhang, Dong Yao, Zhou Zhao, Tat-Seng Chua, Fei Wu
2021	A*	`conf`	Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue. SIGIR Wenjie Wang, Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2021	A*	`conf`	Conceptualized and Contextualized Gaussian Embedding. AAAI Chen Qian, Fuli Feng, Lijie Wen, Tat-Seng Chua
2021	A*	`conf`	Contrastive Learning for Cold-Start Recommendation. ACM Multimedia Yinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua
2021	J	`jnl`	Contrastive Learning for Cold-Start Recommendation. CoRR Yinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua
2021	A*	`conf`	Deconfounded Recommendation for Alleviating Bias Amplification. KDD Wenjie Wang, Fuli Feng, Xiangnan He, Xiang Wang, Tat-Seng Chua
2021	J	`jnl`	Deconfounded Recommendation for Alleviating Bias Amplification. CoRR Wenjie Wang, Fuli Feng, Xiangnan He, Xiang Wang, Tat-Seng Chua
2021	J	`jnl`	Deconfounded Training for Graph Neural Networks. CoRR Yongduo Sui, Xiang Wang, Jiancan Wu, Xiangnan He, Tat-Seng Chua
2021	A*	`conf`	Deconfounded Video Moment Retrieval with Causal Intervention. SIGIR Xun Yang, Fuli Feng, Wei Ji, Meng Wang, Tat-Seng Chua
2021	J	`jnl`	Deconfounded Video Moment Retrieval with Causal Intervention. CoRR Xun Yang, Fuli Feng, Wei Ji, Meng Wang, Tat-Seng Chua
2021	A	`conf`	Denoising Implicit Feedback for Recommendation. WSDM Wenjie Wang, Fuli Feng, Xiangnan He, Liqiang Nie, Tat-Seng Chua
2021	J	`jnl`	Dialogue State Tracking with Incremental Reasoning. Trans. Assoc. Comput. Linguistics Lizi Liao, Le Hong Long, Yunshan Ma, Wenqiang Lei, Tat-Seng Chua
2021	—	`conf`	Empowering Language Understanding with Counterfactual Reasoning. ACL/IJCNLP (Findings) Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2021	J	`jnl`	Empowering Language Understanding with Counterfactual Reasoning. CoRR Fuli Feng, Jizhi Zhang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2021	A*	`conf`	Few-Shot 3D Point Cloud Semantic Segmentation. CVPR Na Zhao, Tat-Seng Chua, Gim Hee Lee
2021	J	`jnl`	GRCN: Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback. CoRR Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Tat-Seng Chua
2021	J	`jnl`	Generating Face Images With Attributes for Free. IEEE Trans. Neural Networks Learn. Syst. Yaoyao Liu, Qianru Sun, Xiangnan He, An-An Liu, Yuting Su, Tat-Seng Chua
2021	J	`jnl`	Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure. IEEE Trans. Knowl. Data Eng. Fuli Feng, Xiangnan He, Jie Tang, Tat-Seng Chua
2021	A*	`conf`	Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence. AAAI Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen
2021	J	`jnl`	Hierarchical User Intent Graph Network forMultimedia Recommendation. CoRR Yinwei Wei, Xiang Wang, Xiangnan He, Liqiang Nie, Yong Rui, Tat-Seng Chua
2021	—	`conf`	How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction. ACL/IJCNLP (1) Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua
2021	J	`jnl`	How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction. CoRR Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua
2021	A*	`conf`	Hybrid Learning to Rank for Financial Event Ranking. SIGIR Fuli Feng, Moxin Li, Cheng Luo, Ritchie Ng, Tat-Seng Chua
2021	A*	`conf`	Interventional Video Relation Detection. ACM Multimedia Yicong Li, Xun Yang, Xindi Shang, Tat-Seng Chua
2021	A*	`conf`	Learning Intents behind Interactions with Knowledge Graph for Recommendation. WWW Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua
2021	J	`jnl`	Learning Intents behind Interactions with Knowledge Graph for Recommendation. CoRR Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua
2021	J	`jnl`	Learning Robust Recommender from Noisy Implicit Feedback. CoRR Wenjie Wang, Fuli Feng, Xiangnan He, Liqiang Nie, Tat-Seng Chua
2021	J	`jnl`	Learning to Recommend With Multiple Cascading Behaviors. IEEE Trans. Knowl. Data Eng. Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Lina Yao, Yang Song, Depeng Jin
2021	J	`jnl`	Leveraging Multiple Relations for Fashion Trend Forecasting Based on Social Media. CoRR Yujuan Ding, Yunshan Ma, Lizi Liao, Wai Keung Wong, Tat-Seng Chua
2021	B	`conf`	Leveraging Two Types of Global Graph for Sequential Fashion Recommendation. ICMR Yujuan Ding, Yunshan Ma, Wai Keung Wong, Tat-Seng Chua
2021	J	`jnl`	Leveraging Two Types of Global Graph for Sequential Fashion Recommendation. CoRR Yujuan Ding, Yunshan Ma, Wai Keung Wong, Tat-Seng Chua
2021	—	`ed.`	MMAsia 2020: ACM Multimedia Asia, Virtual Event / Singapore, 7-9 March, 2021. MMAsia Tat-Seng Chua, Jingdong Wang, Qi Tian, Cathal Gurrin, Jia Jia, Hanwang Zhang, Qianru Sun
2021	A*	`conf`	MMConv: An Environment for Multimodal Conversational Search across Multiple Domains. SIGIR Lizi Liao, Le Hong Long, Zheng Zhang, Minlie Huang, Tat-Seng Chua
2021	A*	`conf`	Multi-Perspective Video Captioning. ACM Multimedia Yi Bin, Xindi Shang, Bo Peng, Yujuan Ding, Tat-Seng Chua
2021	A*	`conf`	Multi-domain Dialogue State Tracking with Recursive Inference. WWW Lizi Liao, Tongyao Zhu, Le Hong Long, Tat-Seng Chua
2021	A*	`conf`	NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions. CVPR Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua
2021	J	`jnl`	NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions. CoRR Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua
2021	—	`conf`	Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. NAACL-HLT Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua
2021	J	`jnl`	Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction. CoRR Zhenghao Liu, Xiaoyuan Yi, Maosong Sun, Liner Yang, Tat-Seng Chua
2021	—	`conf`	Pre-training and evaluation of numeracy-oriented language model. ICAIF Fuli Feng, Xilin Rui, Wenjie Wang, Yixin Cao, Tat-Seng Chua
2021	B	`conf`	Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting. ICMR Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai
2021	J	`jnl`	Reproducibility Companion Paper: Knowledge Enhanced Neural Fashion Trend Forecasting. CoRR Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua, Jinyoung Moon, Hong-Han Shuai
2021	J	`jnl`	Rethinking the Two-Stage Framework for Grounded Situation Recognition. CoRR Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Tat-Seng Chua
2021	J	`jnl`	Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering. CoRR Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua
2021	J	`jnl`	Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users. ACM Trans. Inf. Syst. Shijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He, Peng Jiang, Tat-Seng Chua
2021	A*	`conf`	Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method. SIGIR Fuli Feng, Weiran Huang, Xiangnan He, Xin Xin, Qifan Wang, Tat-Seng Chua
2021	—	`conf`	TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. ACL/IJCNLP (1) Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua
2021	J	`jnl`	TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance. CoRR Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua
2021	A*	`conf`	The Next Generation Multimodal Conversational Search and Recommendation. ACM Multimedia João Magalhães, Tat-Seng Chua, Tao Mei, Alan F. Smeaton
2021	—	`conf`	Time horizon-aware modeling of financial texts for stock price prediction. ICAIF Fuli Feng, Xiang Wang, Xiangnan He, Ritchie Ng, Tat-Seng Chua
2021	—	`conf`	Towards Enriching Responses with Crowd-sourced Knowledge for Task-oriented Dialogue. MuCAI @ ACM Multimedia Yingxu He, Lizi Liao, Zheng Zhang, Tat-Seng Chua
2021	A*	`conf`	Towards Multi-Grained Explainability for Graph Neural Networks. NeurIPS Xiang Wang, Ying-Xin Wu, An Zhang, Xiangnan He, Tat-Seng Chua
2021	A*	`conf`	UrbanMM'21: 1st International Workshop on Multimedia Computing for Urban Data. ACM Multimedia Stevan Rudinac, Alessandro Bozzon, Tat-Seng Chua, Suzanne Little, Daniel Gatica-Perez, Kiyoharu Aizawa
2021	—	`ed.`	UrbanMM'21: Proceedings of the 1st International Workshop on Multimedia Computing for Urban Data, Virtual Event, China, 20 October 2021 UrbanMM @ ACM Multimedia Stevan Rudinac, Alessandro Bozzon, Tat-Seng Chua, Suzanne Little, Daniel Gatica-Perez, Kiyoharu Aizawa
2021	A*	`conf`	VidVRD 2021: The Third Grand Challenge on Video Relation Detection. ACM Multimedia Wei Ji, Yicong Li, Meng Wei, Xindi Shang, Junbin Xiao, Tongwei Ren, Tat-Seng Chua
2021	A*	`conf`	Video Visual Relation Detection via Iterative Inference. ACM Multimedia Xindi Shang, Yicong Li, Junbin Xiao, Wei Ji, Tat-Seng Chua
2021	J	`jnl`	Video as Conditional Graph Hierarchy for Multi-Granular Question Answering. CoRR Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
2021	A*	`conf`	Why Do We Click: Visual Impression-aware News Recommendation. ACM Multimedia Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu
2021	J	`jnl`	Why Do We Click: Visual Impression-aware News Recommendation. CoRR Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu
2020	J	`jnl`	"Click" Is Not Equal to "Like": Counterfactual Recommendation for Mitigating Clickbait Issue. CoRR Wenjie Wang, Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2020	J	`jnl`	Adversarial Training Towards Robust Multimedia Recommender System. IEEE Trans. Knowl. Data Eng. Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, Tat-Seng Chua
2020	A*	`conf`	Conversational Recommendation: Formulation, Methods, and Evaluation. SIGIR Wenqiang Lei, Xiangnan He, Maarten de Rijke, Tat-Seng Chua
2020	J	`jnl`	Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions. CoRR Fuli Feng, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2020	—	`conf`	Crowd Knowledge Enhanced Multimodal Conversational Assistant in Travel Domain. MMM (1) Lizi Liao, Lyndon Kennedy, Lynn Wilcox, Tat-Seng Chua
2020	J	`jnl`	Denoising Implicit Feedback for Recommendation. CoRR Wenjie Wang, Fuli Feng, Xiangnan He, Liqiang Nie, Tat-Seng Chua
2020	A*	`conf`	Disentangled Graph Collaborative Filtering. SIGIR Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua
2020	J	`jnl`	Disentangled Graph Collaborative Filtering. CoRR Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua
2020	A*	`conf`	Enhancing Anomaly Detection in Surveillance Videos with Transfer Learning from Action Recognition. ACM Multimedia Kun Liu, Minzhi Zhu, Huiyuan Fu, Huadong Ma, Tat-Seng Chua
2020	A*	`conf`	Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms. SIGIR Chen Qian, Fuli Feng, Lijie Wen, Li Lin, Tat-Seng Chua
2020	A	`conf`	Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. WSDM Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua
2020	J	`jnl`	Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems. CoRR Wenqiang Lei, Xiangnan He, Yisong Miao, Qingyun Wu, Richang Hong, Min-Yen Kan, Tat-Seng Chua
2020	A*	`conf`	Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. ACL Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua
2020	J	`jnl`	Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. CoRR Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua
2020	—	`conf`	Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment. EMNLP (1) Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Tat-Seng Chua
2020	J	`jnl`	Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment. CoRR Zhiyuan Liu, Yixin Cao, Liangming Pan, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua
2020	J	`jnl`	Fast Matrix Factorization With Nonuniform Weights on Missing Data. IEEE Trans. Neural Networks Learn. Syst. Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua
2020	J	`jnl`	Few-shot 3D Point Cloud Semantic Segmentation. CoRR Na Zhao, Tat-Seng Chua, Gim Hee Lee
2020	A*	`conf`	FinIR 2020: The First Workshop on Information Retrieval in Finance. SIGIR Fuli Feng, Cheng Luo, Xiangnan He, Yiqun Liu, Tat-Seng Chua
2020	A*	`conf`	Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback. ACM Multimedia Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Tat-Seng Chua
2020	A*	`conf`	Heterogeneous Fusion of Semantic and Collaborative Information for Visually-Aware Food Recommendation. ACM Multimedia Lei Meng, Fuli Feng, Xiangnan He, Xiaoyan Gao, Tat-Seng Chua
2020	A*	`conf`	Heuristic Black-Box Adversarial Attacks on Video Recognition Models. AAAI Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, Fengfeng Zhou, Yu-Gang Jiang
2020	J	`jnl`	Hierarchical Attention Network for Visually-Aware Food Recommendation. IEEE Trans. Multim. Xiaoyan Gao, Fuli Feng, Xiangnan He, Heyan Huang, Xinyu Guan, Chong Feng, Zhaoyan Ming, Tat-Seng Chua
2020	A*	`conf`	Hierarchical Fashion Graph Network for Personalized Outfit Recommendation. SIGIR Xingchen Li, Xiang Wang, Xiangnan He, Long Chen, Jun Xiao, Tat-Seng Chua
2020	J	`jnl`	Hierarchical Fashion Graph Network for Personalized Outfit Recommendation. CoRR Xingchen Li, Xiang Wang, Xiangnan He, Long Chen, Jun Xiao, Tat-Seng Chua
2020	J	`jnl`	HoAFM: A High-order Attentive Factorization Machine for CTR Prediction. Inf. Process. Manag. Zhulin Tao, Xiang Wang, Xiangnan He, Xianglin Huang, Tat-Seng Chua
2020	A*	`conf`	How to Learn Item Representation for Cold-Start Multimedia Recommendation? ACM Multimedia Xiaoyu Du, Xiang Wang, Xiangnan He, Zechao Li, Jinhui Tang, Tat-Seng Chua
2020	A*	`conf`	Hyperbolic Visual Embedding Learning for Zero-Shot Recognition. CVPR Shaoteng Liu, Jingjing Chen, Liangming Pan, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang
2020	A*	`conf`	Image Enhanced Event Detection in News Articles. AAAI Meihan Tong, Shuai Wang, Yixin Cao, Bin Xu, Juanzi Li, Lei Hou, Tat-Seng Chua
2020	A*	`conf`	Interactive Path Reasoning on Graph for Conversational Recommendation. KDD Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua
2020	J	`jnl`	Interactive Path Reasoning on Graph for Conversational Recommendation. CoRR Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua
2020	B	`conf`	Knowledge Enhanced Neural Fashion Trend Forecasting. ICMR Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua
2020	J	`jnl`	Knowledge Enhanced Neural Fashion Trend Forecasting. CoRR Yunshan Ma, Yujuan Ding, Xun Yang, Lizi Liao, Wai Keung Wong, Tat-Seng Chua
2020	J	`jnl`	Language Guided Networks for Cross-modal Moment Retrieval. CoRR Kun Liu, Xun Yang, Tat-Seng Chua, Huadong Ma, Chuang Gan
2020	J	`jnl`	Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness. CoRR Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang
2020	—	`conf`	Learning Goal-oriented Dialogue Policy with opposite Agent Awareness. AACL/IJCNLP Zheng Zhang, Lizi Liao, Xiaoyan Zhu, Tat-Seng Chua, Zitao Liu, Yan Huang, Minlie Huang
2020	J	`jnl`	Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction. CoRR Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua
2020	J	`jnl`	Learning Visual Elements of Images for Discovery of Brand Posts. ACM Trans. Multim. Comput. Commun. Appl. Francesco Gelli, Tiberio Uricchio, Xiangnan He, Alberto Del Bimbo, Tat-Seng Chua
2020	A	`conf`	Learning and Reasoning on Graph for Recommendation. WSDM Xiang Wang, Xiangnan He, Tat-Seng Chua
2020	J	`jnl`	MGAT: Multimodal Graph Attention Network for Recommendation. Inf. Process. Manag. Zhulin Tao, Yinwei Wei, Xiang Wang, Xiangnan He, Xianglin Huang, Tat-Seng Chua
2020	A*	`conf`	Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction. AAAI Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua
2020	A*	`conf`	Multi-Source Domain Adaptation for Visual Sentiment Classification. AAAI Chuang Lin, Sicheng Zhao, Lei Meng, Tat-Seng Chua
2020	A*	`conf`	Multi-modal Cooking Workflow Construction for Food Recipes. ACM Multimedia Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua
2020	J	`jnl`	Multi-modal Cooking Workflow Construction for Food Recipes. CoRR Liangming Pan, Jingjing Chen, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yu-Gang Jiang, Tat-Seng Chua
2020	J	`jnl`	Multi-source Domain Adaptation for Visual Sentiment Classification. CoRR Chuang Lin, Sicheng Zhao, Lei Meng, Tat-Seng Chua
2020	A*	`conf`	Neural Sparse Voxel Fields. NeurIPS Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt
2020	J	`jnl`	Neural Sparse Voxel Fields. CoRR Lingjie Liu, Jiatao Gu, Kyaw Zaw Lin, Tat-Seng Chua, Christian Theobalt
2020	A*	`conf`	PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms. AAAI Tiancheng Shen, Jia Jia, Yan Li, Yihui Ma, Yaohua Bu, Hanjie Wang, Bo Chen, Tat-Seng Chua, Wendy Hall
2020	B	`conf`	PS2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation. ICPR Na Zhao, Tat-Seng Chua, Gim Hee Lee
2020	A*	`conf`	PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. ACM Multimedia Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua
2020	J	`jnl`	PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. CoRR Hongru Liang, Wenqiang Lei, Paul Yaozhu Chan, Zhenglu Yang, Maosong Sun, Tat-Seng Chua
2020	—	`conf`	Re-examining the Role of Schema Linking in Text-to-SQL. EMNLP (1) Wenqiang Lei, Weixin Wang, Zhixin Ma, Tian Gan, Wei Lu, Min-Yen Kan, Tat-Seng Chua
2020	A*	`conf`	Reinforced Negative Sampling over Knowledge Graph for Recommendation. WWW Xiang Wang, Yaokun Xu, Xiangnan He, Yixin Cao, Meng Wang, Tat-Seng Chua
2020	J	`jnl`	Reinforced Negative Sampling over Knowledge Graph for Recommendation. CoRR Xiang Wang, Yaokun Xu, Xiangnan He, Yixin Cao, Meng Wang, Tat-Seng Chua
2020	A*	`conf`	SESS: Self-Ensembling Semi-Supervised 3D Object Detection. CVPR Na Zhao, Tat-Seng Chua, Gim Hee Lee
2020	J	`jnl`	Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users. CoRR Shijun Li, Wenqiang Lei, Qingyun Wu, Xiangnan He, Peng Jiang, Tat-Seng Chua
2020	A*	`conf`	Semantic Graphs for Generating Deep Questions. ACL Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan
2020	J	`jnl`	Semantic Graphs for Generating Deep Questions. CoRR Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan
2020	J	`jnl`	Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method. CoRR Fuli Feng, Weiran Huang, Xin Xin, Xiangnan He, Tat-Seng Chua
2020	A*	`conf`	Solving Sequential Text Classification as Board-Game Playing. AAAI Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen, Li Lin, Yanan Zheng, Tat-Seng Chua
2020	J	`jnl`	Special issue on deep learning in image and video retrieval. Int. J. Multim. Inf. Retr. Ard Oerlemans, Yanming Guo, Michael S. Lew, Tat-Seng Chua
2020	A*	`conf`	Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval. SIGIR Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua
2020	J	`jnl`	Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval. CoRR Xun Yang, Jianfeng Dong, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua
2020	J	`jnl`	Unsupervised Video Action Clustering via Motion-Scene Interaction Constraint. IEEE Trans. Circuits Syst. Video Technol. Bo Peng, Jianjun Lei, Huazhu Fu, Changqing Zhang, Tat-Seng Chua, Xuelong Li
2020	A*	`conf`	Video Relation Detection via Multiple Hypothesis Association. ACM Multimedia Zixuan Su, Xindi Shang, Jingjing Chen, Yu-Gang Jiang, Zhiyong Qiu, Tat-Seng Chua
2020	—	`conf`	Visual Relation Grounding in Videos. ECCV (6) Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua
2020	J	`jnl`	Visual Relation Grounding in Videos. CoRR Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua
2020	A*	`conf`	Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network. AAAI Jingjing Chen, Liangming Pan, Zhipeng Wei, Xiang Wang, Chong-Wah Ngo, Tat-Seng Chua
2019	A*	`conf`	A Whole New Ball Game: Harvesting Game Data for Player Profiling. AAAI Ivan Samborskii, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
2019	B	`conf`	Annotating Objects and Relations in User-Generated Videos. ICMR Xindi Shang, Donglin Di, Junbin Xiao, Yu Cao, Xun Yang, Tat-Seng Chua
2019	J	`jnl`	Attentive Aspect Modeling for Review-Aware Recommendation. ACM Trans. Inf. Syst. Xinyu Guan, Zhiyong Cheng, Xiangnan He, Yongfeng Zhang, Zhibo Zhu, Qinke Peng, Tat-Seng Chua
2019	A*	`conf`	Automatic Fashion Knowledge Extraction from Social Media. ACM Multimedia Yunshan Ma, Lizi Liao, Tat-Seng Chua
2019	J	`jnl`	Automatic Fashion Knowledge Extraction from Social Media. CoRR Yunshan Ma, Lizi Liao, Tat-Seng Chua
2019	J	`jnl`	Deep Conversational Recommender in Travel. CoRR Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua
2019	B	`conf`	DietLens-Eout: Large Scale Restaurant Food Photo Recognition. ICMR Zhipeng Wei, Jingjing Chen, Zhaoyan Ming, Chong-Wah Ngo, Tat-Seng Chua, Fengfeng Zhou
2019	J	`jnl`	Discovering Latent Discriminative Patterns for Multi-Mode Event Representation. IEEE Trans. Multim. Wenlong Xie, Hongxun Yao, Xiaoshuai Sun, Tingting Han, Sicheng Zhao, Tat-Seng Chua
2019	A*	`conf`	Enhancing Stock Movement Prediction with Adversarial Training. IJCAI Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua
2019	A*	`conf`	Explainable Reasoning over Knowledge Graphs for Recommendation. AAAI Xiang Wang, Dingxian Wang, Canran Xu, Xiangnan He, Yixin Cao, Tat-Seng Chua
2019	A	`conf`	Generating Expensive Relationship Features from Cheap Objects. BMVC Xiaogang Wang, Qianru Sun, Tat-Seng Chua, Marcelo H. Ang Jr.
2019	J	`jnl`	Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure. CoRR Fuli Feng, Xiangnan He, Jie Tang, Tat-Seng Chua
2019	—	`conf`	Graph Neural Networks with Generated Parameters for Relation Extraction. ACL (1) Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun
2019	J	`jnl`	Graph Neural Networks with Generated Parameters for Relation Extraction. CoRR Hao Zhu, Yankai Lin, Zhiyuan Liu, Jie Fu, Tat-Seng Chua, Maosong Sun
2019	J	`jnl`	Heuristic Black-box Adversarial Attacks on Video Recognition Models. CoRR Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, Fengfeng Zhou, Yu-Gang Jiang
2019	A*	`conf`	Interpretable Fashion Matching with Rich Attributes. SIGIR Xun Yang, Xiangnan He, Xiang Wang, Yunshan Ma, Fuli Feng, Meng Wang, Tat-Seng Chua
2019	J	`jnl`	Introduction to the Special Issue on the Cross-Media Analysis for Visual Question Answering. ACM Trans. Multim. Comput. Commun. Appl. Richang Hong, Yahong Han, Tat-Seng Chua
2019	A*	`conf`	KGAT: Knowledge Graph Attention Network for Recommendation. KDD Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua
2019	J	`jnl`	KGAT: Knowledge Graph Attention Network for Recommendation. CoRR Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua
2019	B	`conf`	Keynote: Towards Explainability in AI and Multimedia Research. ICMR Tat-Seng Chua
2019	J	`jnl`	LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning. CoRR Yaoyao Liu, Qianru Sun, An-An Liu, Yuting Su, Bernt Schiele, Tat-Seng Chua
2019	A*	`conf`	Learning Subjective Attributes of Images from Auxiliary Sources. ACM Multimedia Francesco Gelli, Tiberio Uricchio, Xiangnan He, Alberto Del Bimbo, Tat-Seng Chua
2019	A*	`conf`	Learning Using Privileged Information for Food Recognition. ACM Multimedia Lei Meng, Long Chen, Xun Yang, Dacheng Tao, Hanwang Zhang, Chunyan Miao, Tat-Seng Chua
2019	A	`conf`	Learning and Reasoning on Graph for Recommendation. CIKM Xiang Wang, Xiangnan He, Tat-Seng Chua
2019	A*	`conf`	Learning to Self-Train for Semi-Supervised Few-Shot Classification. NeurIPS Xinzhe Li, Qianru Sun, Yaoyao Liu, Qin Zhou, Shibao Zheng, Tat-Seng Chua, Bernt Schiele
2019	J	`jnl`	Learning to Self-Train for Semi-Supervised Few-Shot Classification. CoRR Qianru Sun, Xinzhe Li, Yaoyao Liu, Shibao Zheng, Tat-Seng Chua, Bernt Schiele
2019	A*	`conf`	Legal and Ethical Challenges in Multimedia Research. ACM Multimedia Vivek K. Singh, Elisabeth André, Susanne Boll, Mireille Hildebrandt, David A. Shamma, Tat-Seng Chua
2019	—	`conf`	Low-Resource Name Tagging Learned with Weakly Labeled Data. EMNLP/IJCNLP (1) Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji
2019	J	`jnl`	Low-Resource Name Tagging Learned with Weakly Labeled Data. CoRR Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji
2019	A*	`conf`	MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video. ACM Multimedia Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Richang Hong, Tat-Seng Chua
2019	A*	`conf`	Meta-Transfer Learning for Few-Shot Learning. CVPR Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele
2019	J	`jnl`	Meta-Transfer Learning through Hard Tasks. CoRR Qianru Sun, Yaoyao Liu, Zhaozheng Chen, Tat-Seng Chua, Bernt Schiele
2019	J	`jnl`	Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction. CoRR Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua
2019	—	`conf`	Mixed Dish Recognition through Multi-Label Learning. CEA@ICMR Yunan Wang, Jingjing Chen, Chong-Wah Ngo, Tat-Seng Chua, Wanli Zuo, Zhaoyan Ming
2019	A*	`conf`	Mixed-dish Recognition with Contextual Relation Networks. ACM Multimedia Lixi Deng, Jingjing Chen, Qianru Sun, Xiangnan He, Sheng Tang, Zhaoyan Ming, Yongdong Zhang, Tat-Seng Chua
2019	J	`jnl`	Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. CoRR Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua
2019	J	`jnl`	Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. ACM Trans. Inf. Syst. Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua
2019	J	`jnl`	More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining. IEEE Trans. Image Process. Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Heng Tao Shen, Tat-Seng Chua
2019	—	`conf`	Multi-Channel Graph Neural Network for Entity Alignment. ACL (1) Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua
2019	J	`jnl`	Multi-Channel Graph Neural Network for Entity Alignment. CoRR Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua
2019	—	`conf`	Multiple Hypothesis Video Relation Detection. BigMM Donglin Di, Xindi Shang, Weinan Zhang, Xun Yang, Tat-Seng Chua
2019	A*	`conf`	Neural Graph Collaborative Filtering. SIGIR Xiang Wang, Xiangnan He, Meng Wang, Fuli Feng, Tat-Seng Chua
2019	J	`jnl`	Neural Graph Collaborative Filtering. CoRR Xiang Wang, Xiangnan He, Meng Wang, Fuli Feng, Tat-Seng Chua
2019	A*	`conf`	Neural Multi-task Recommendation from Multi-behavior Data. ICDE Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Depeng Jin
2019	A*	`conf`	Neural Multimodal Belief Tracker with Adaptive Attention for Dialogue Systems. WWW Zheng Zhang, Lizi Liao, Minlie Huang, Xiaoyan Zhu, Tat-Seng Chua
2019	J	`jnl`	PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation. CoRR Na Zhao, Tat-Seng Chua, Gim Hee Lee
2019	J	`jnl`	Recent Advances in Neural Question Generation. CoRR Liangming Pan, Wenqiang Lei, Tat-Seng Chua, Min-Yen Kan
2019	A*	`conf`	Relation Understanding in Videos: A Grand Challenge Overview. ACM Multimedia Xindi Shang, Junbin Xiao, Donglin Di, Tat-Seng Chua
2019	—	`conf`	Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach. EMNLP/IJCNLP (1) Wenqiang Lei, Weiwen Xu, Ai Ti Aw, Yuanxin Xiang, Tat-Seng Chua
2019	J	`jnl`	SESS: Self-Ensembling Semi-Supervised 3D Object Detection. CoRR Na Zhao, Tat-Seng Chua, Gim Hee Lee
2019	—	`conf`	Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. EMNLP/IJCNLP (1) Chengjiang Li, Yixin Cao, Lei Hou, Jiaxin Shi, Juanzi Li, Tat-Seng Chua
2019	J	`jnl`	Temporal Relational Ranking for Stock Prediction. ACM Trans. Inf. Syst. Fuli Feng, Xiangnan He, Xiang Wang, Cheng Luo, Yiqun Liu, Tat-Seng Chua
2019	A*	`conf`	TransNFCM: Translation-Based Neural Fashion Compatibility Modeling. AAAI Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua
2019	A*	`conf`	Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. WWW Yixin Cao, Xiang Wang, Xiangnan He, Zikun Hu, Tat-Seng Chua
2019	J	`jnl`	Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences. CoRR Yixin Cao, Xiang Wang, Xiangnan He, Zikun Hu, Tat-Seng Chua
2019	J	`jnl`	Who, Where, and What to Wear? Extracting Fashion Knowledge from Social Media. CoRR Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua
2019	A*	`conf`	Who, Where, and What to Wear?: Extracting Fashion Knowledge from Social Media. ACM Multimedia Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua
2018	A*	`conf`	Adversarial Personalized Ranking for Recommendation. SIGIR Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua
2018	J	`jnl`	Adversarial Personalized Ranking for Recommendation. CoRR Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua
2018	J	`jnl`	Adversarial Training Towards Robust Multimedia Recommender System. CoRR Jinhui Tang, Xiangnan He, Xiaoyu Du, Fajie Yuan, Qi Tian, Tat-Seng Chua
2018	A*	`conf`	Affective Image Content Analysis: A Comprehensive Survey. IJCAI Sicheng Zhao, Guiguang Ding, Qingming Huang, Tat-Seng Chua, Björn W. Schuller, Kurt Keutzer
2018	J	`jnl`	Attentive Aspect Modeling for Review-aware Recommendation. CoRR Xinyu Guan, Zhiyong Cheng, Xiangnan He, Yongfeng Zhang, Zhibo Zhu, Qinke Peng, Tat-Seng Chua
2018	A*	`conf`	Attentive Moment Retrieval in Videos. SIGIR Meng Liu, Xiang Wang, Liqiang Nie, Xiangnan He, Baoquan Chen, Tat-Seng Chua
2018	J	`jnl`	Attributed Social Network Embedding. IEEE Trans. Knowl. Data Eng. Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2018	A*	`conf`	Beyond the Product: Discovering Image Posts for Brands in Social Media. ACM Multimedia Francesco Gelli, Tiberio Uricchio, Xiangnan He, Alberto Del Bimbo, Tat-Seng Chua
2018	A*	`conf`	Cross-Domain Depression Detection via Harvesting Social Media. IJCAI Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua, Wendy Hall
2018	A*	`conf`	Cross-modal Moment Localization in Videos. ACM Multimedia Meng Liu, Xiang Wang, Liqiang Nie, Qi Tian, Baoquan Chen, Tat-Seng Chua
2018	A*	`conf`	Deep Understanding of Cooking Procedure for Cross-modal Recipe Retrieval. ACM Multimedia Jingjing Chen, Chong-Wah Ngo, Fuli Feng, Tat-Seng Chua
2018	J	`jnl`	Explainable Reasoning over Knowledge Graphs for Recommendation. CoRR Xiang Wang, Dingxian Wang, Canran Xu, Xiangnan He, Yixin Cao, Tat-Seng Chua
2018	J	`jnl`	Fast Matrix Factorization with Non-Uniform Weights on Missing Data. CoRR Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua
2018	—	`conf`	Food Photo Recognition for Dietary Tracking: System and Experiment. MMM (2) Zhaoyan Ming, Jingjing Chen, Yu Cao, Ciarán Forde, Chong-Wah Ngo, Tat-Seng Chua
2018	A*	`conf`	Improving Implicit Recommender Systems with View Data. IJCAI Jingtao Ding, Guanghui Yu, Xiangnan He, Yuhan Quan, Yong Li, Tat-Seng Chua, Depeng Jin, Jiajie Yu
2018	J	`jnl`	Improving Stock Movement Prediction with Adversarial Training. CoRR Fuli Feng, Huimin Chen, Xiangnan He, Ji Ding, Maosong Sun, Tat-Seng Chua
2018	A*	`conf`	Interpretable Multimodal Retrieval for Fashion Products. ACM Multimedia Lizi Liao, Xiangnan He, Bo Zhao, Chong-Wah Ngo, Tat-Seng Chua
2018	A*	`conf`	Knowledge-aware Multimodal Dialogue Systems. ACM Multimedia Lizi Liao, Yunshan Ma, Xiangnan He, Richang Hong, Tat-Seng Chua
2018	A*	`conf`	Knowledge-aware Multimodal Fashion Chatbot. ACM Multimedia Lizi Liao, You Zhou, Yunshan Ma, Richang Hong, Tat-Seng Chua
2018	J	`jnl`	Learning Recommender Systems from Multi-Behavior Data. CoRR Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Depeng Jin
2018	J	`jnl`	Learning a Disentangled Embedding for Monocular 3D Shape Retrieval and Pose Estimation. CoRR Kyaw Zaw Lin, Weipeng Xu, Qianru Sun, Christian Theobalt, Tat-Seng Chua
2018	A*	`conf`	Learning on Partial-Order Hypergraphs. WWW Fuli Feng, Xiangnan He, Yiqun Liu, Liqiang Nie, Tat-Seng Chua
2018	J	`jnl`	Meta-Transfer Learning for Few-Shot Learning. CoRR Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele
2018	J	`jnl`	NAIS: Neural Attentive Item Similarity Model for Recommendation. CoRR Xiangnan He, Zhankui He, Jingkuan Song, Zhenguang Liu, Yu-Gang Jiang, Tat-Seng Chua
2018	J	`jnl`	NAIS: Neural Attentive Item Similarity Model for Recommendation. IEEE Trans. Knowl. Data Eng. Xiangnan He, Zhankui He, Jingkuan Song, Zhenguang Liu, Yu-Gang Jiang, Tat-Seng Chua
2018	A*	`conf`	Outer Product-based Neural Collaborative Filtering. IJCAI Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua
2018	J	`jnl`	Outer Product-based Neural Collaborative Filtering. CoRR Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua
2018	J	`jnl`	Predicting Personalized Image Emotion Perceptions in Social Networks. IEEE Trans. Affect. Comput. Sicheng Zhao, Hongxun Yao, Yue Gao, Guiguang Ding, Tat-Seng Chua
2018	A*	`conf`	Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning. IJCAI Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, Tat-Seng Chua
2018	J	`jnl`	Real-Time Multimedia Social Event Detection in Microblog. IEEE Trans. Cybern. Sicheng Zhao, Yue Gao, Guiguang Ding, Tat-Seng Chua
2018	B	`conf`	Recommendation Technologies for Multimedia Content. ICMR Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2018	—	`conf`	Rethinking Summarization and Storytelling for Modern Social Multimedia. MMM (1) Stevan Rudinac, Tat-Seng Chua, Nicolás E. Díaz Ferreyra, Gerald Friedland, Tatjana Gornostaja, Benoit Huet, Rianne Kaptein, Krister Lindén, Marie-Francine Moens, Jaakko Peltonen, Miriam Redi, Markus Schedl, David A. Shamma, Alan F. Smeaton, Lexing Xie
2018	A*	`conf`	TEM: Tree-enhanced Embedding Model for Explainable Recommendation. WWW Xiang Wang, Xiangnan He, Fuli Feng, Liqiang Nie, Tat-Seng Chua
2018	J	`jnl`	Temporal Relational Ranking for Stock Prediction. CoRR Fuli Feng, Xiangnan He, Xiang Wang, Cheng Luo, Yiqun Liu, Tat-Seng Chua
2018	A*	`conf`	Temporally Grounding Natural Sentence in Video. EMNLP Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, Tat-Seng Chua
2018	J	`jnl`	TransNFCM: Translation-Based Neural Fashion Compatibility Modeling. CoRR Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang, Tat-Seng Chua
2018	—	`conf`	Venue Prediction for Social Images by Exploiting Rich Temporal Patterns in LBSNs. MMM (2) Jingyuan Chen, Xiangnan He, Xuemeng Song, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua
2018	J	`jnl`	Visually-aware Collaborative Food Recommendation. CoRR Xiaoyan Gao, Fuli Feng, Xiangnan He, Heyan Huang, Xinyu Guan, Chong Feng, Zhaoyan Ming, Tat-Seng Chua
2018	A	`conf`	f UAI Fajie Yuan, Xin Xin, Xiangnan He, Guibing Guo, Weinan Zhang, Tat-Seng Chua, Joemon M. Jose
2017	A*	`conf`	Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks. IJCAI Jun Xiao, Hao Ye, Xiangnan He, Hanwang Zhang, Fei Wu, Tat-Seng Chua
2017	J	`jnl`	Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks. CoRR Jun Xiao, Hao Ye, Xiangnan He, Hanwang Zhang, Fei Wu, Tat-Seng Chua
2017	A*	`conf`	Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. SIGIR Jingyuan Chen, Hanwang Zhang, Xiangnan He, Liqiang Nie, Wei Liu, Tat-Seng Chua
2017	J	`jnl`	Attributed Social Network Embedding. CoRR Lizi Liao, Xiangnan He, Hanwang Zhang, Tat-Seng Chua
2017	J	`jnl`	Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval. ACM Trans. Inf. Syst. Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua, Heng Tao Shen
2017	A*	`conf`	Computational Social Indicators: A Case Study of Chinese University Ranking. SIGIR Fuli Feng, Liqiang Nie, Xiang Wang, Richang Hong, Tat-Seng Chua
2017	J	`jnl`	Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis. ACM Trans. Intell. Syst. Technol. Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li
2017	A*	`conf`	Cross-Domain Recommendation via Clustering on Multi-Layer Graphs. SIGIR Aleksandr Farseev, Ivan Samborskii, Andrey Filchenkov, Tat-Seng Chua
2017	J	`jnl`	Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts. ACM Trans. Inf. Syst. Da Cao, Xiangnan He, Liqiang Nie, Xiaochi Wei, Xia Hu, Shunxiang Wu, Tat-Seng Chua
2017	A*	`conf`	Cross-modal Recipe Retrieval with Rich Food Attributes. ACM Multimedia Jingjing Chen, Chong-Wah Ngo, Tat-Seng Chua
2017	A*	`conf`	Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution. IJCAI Guangyao Shen, Jia Jia, Liqiang Nie, Fuli Feng, Cunjun Zhang, Tianrui Hu, Tat-Seng Chua, Wenwu Zhu
2017	J	`jnl`	Detecting Stress Based on Social Interactions in Social Networks. IEEE Trans. Knowl. Data Eng. Huijie Lin, Jia Jia, Jiezhong Qiu, Yongfeng Zhang, Guangyao Shen, Lexing Xie, Jie Tang, Ling Feng, Tat-Seng Chua
2017	J	`jnl`	Discovering Gender Differences in Facial Emotion Recognition via Implicit Behavioral Cues. CoRR Maneesh Bilalpur, Seyed Mostafa Kia, Tat-Seng Chua, Ramanathan Subramanian
2017	B	`conf`	Discovering gender differences in facial emotion recognition via implicit behavioral cues. ACII Maneesh Bilalpur, Seyed Mostafa Kia, Tat-Seng Chua, Ramanathan Subramanian
2017	J	`jnl`	Document Visualization using Topic Clouds. CoRR Shaohua Li, Tat-Seng Chua
2017	A*	`conf`	Embedding Factorization Models for Jointly Recommending Items and User Generated Lists. SIGIR Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Shunzhi Zhu, Tat-Seng Chua
2017	A*	`conf`	Exploring User-Specific Information in Music Retrieval. SIGIR Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli
2017	J	`jnl`	Fast Matrix Factorization for Online Recommendation with Implicit Feedback. CoRR Xiangnan He, Hanwang Zhang, Min-Yen Kan, Tat-Seng Chua
2017	J	`jnl`	Gender and Emotion Recognition with Implicit User Signals. CoRR Maneesh Bilalpur, Seyed Mostafa Kia, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian
2017	B	`conf`	Gender and emotion recognition with implicit user signals. ICMI Maneesh Bilalpur, Seyed Mostafa Kia, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian
2017	A*	`conf`	How Personality Affects our Likes: Towards a Better Understanding of Actionable Images. ACM Multimedia Francesco Gelli, Xiangnan He, Tao Chen, Tat-Seng Chua
2017	J	`jnl`	I Know What You Want to Express: Sentence Element Inference by Incorporating External Knowledge Base. IEEE Trans. Knowl. Data Eng. Xiaochi Wei, Heyan Huang, Liqiang Nie, Hanwang Zhang, Xianling Mao, Tat-Seng Chua
2017	A*	`conf`	Item Silk Road: Recommending Items from Information Domains to Social Users. SIGIR Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua
2017	J	`jnl`	Item Silk Road: Recommending Items from Information Domains to Social Users. CoRR Xiang Wang, Xiangnan He, Liqiang Nie, Tat-Seng Chua
2017	A*	`conf`	Laplacian-Steered Neural Style Transfer. ACM Multimedia Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua
2017	J	`jnl`	Laplacian-Steered Neural Style Transfer. CoRR Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua
2017	J	`jnl`	Learning User Attributes via Mobile Social Multimedia Analytics. ACM Trans. Intell. Syst. Technol. Liqiang Nie, Luming Zhang, Meng Wang, Richang Hong, Aleksandr Farseev, Tat-Seng Chua
2017	A	`conf`	Leveraging Behavioral Factorization and Prior Knowledge for Community Discovery and Profiling. WSDM Mohammad Akbari, Tat-Seng Chua
2017	J	`jnl`	Matryoshka Peek: Toward Learning Fine-Grained, Robust, Discriminative Features for Product Search. IEEE Trans. Multim. Zawlin Kyaw, Shuhan Qi, Ke Gao, Hanwang Zhang, Luming Zhang, Jun Xiao, Xuan Wang, Tat-Seng Chua
2017	A*	`conf`	Neural Collaborative Filtering. WWW Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua
2017	J	`jnl`	Neural Collaborative Filtering. CoRR Xiangnan He, Lizi Liao, Hanwang Zhang, Liqiang Nie, Xia Hu, Tat-Seng Chua
2017	A*	`conf`	Neural Factorization Machines for Sparse Predictive Analytics. SIGIR Xiangnan He, Tat-Seng Chua
2017	J	`jnl`	Neural Factorization Machines for Sparse Predictive Analytics. CoRR Xiangnan He, Tat-Seng Chua
2017	A	`conf`	Object trajectory proposal. ICME Xindi Shang, Tongwei Ren, Hanwang Zhang, Gangshan Wu, Tat-Seng Chua
2017	A*	`conf`	PIC2DISH: A Customized Cooking Assistant System. ACM Multimedia Yongsheng An, Yu Cao, Jingjing Chen, Chong-Wah Ngo, Jia Jia, Huanbo Luan, Tat-Seng Chua
2017	A*	`conf`	Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media. IJCAI Lizi Liao, Xiangnan He, Zhaochun Ren, Liqiang Nie, Huan Xu, Tat-Seng Chua
2017	A*	`conf`	SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning. CVPR Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Wei Liu, Tat-Seng Chua
2017	J	`jnl`	Startup Takes On Growing Demand for Visual Search Technology. IEEE Multim. Guangda Li, Tat-Seng Chua
2017	A*	`conf`	Towards User Personality Profiling from Multiple Social Networks. AAAI Kseniya Buraya, Aleksandr Farseev, Andrey Filchenkov, Tat-Seng Chua
2017	J	`jnl`	Tweet Can Be Fit: Integrating Data from Wearable Sensors and Multiple Social Networks for Wellness Profile Learning. ACM Trans. Inf. Syst. Aleksandr Farseev, Tat-Seng Chua
2017	A*	`conf`	TweetFit: Fusing Multiple Social Media and Sensor Data for Wellness Profile Learning. AAAI Aleksandr Farseev, Tat-Seng Chua
2017	J	`jnl`	Unifying Virtual and Physical Worlds: Learning Toward Local and Global Consistency. ACM Trans. Inf. Syst. Xiang Wang, Liqiang Nie, Xuemeng Song, Dongxiang Zhang, Tat-Seng Chua
2017	J	`jnl`	User-Generated Content in Social Media (Dagstuhl Seminar 17301). Dagstuhl Reports Tat-Seng Chua, Norbert Fuhr, Gregory Grefenstette, Kalervo Järvelin, Jaakko Peltonen
2017	A	`conf`	VIDEOWHISPER: Towards unsupervised learning of discriminative features of videos with RNN. ICME Na Zhao, Hanwang Zhang, Mingxing Zhang, Richang Hong, Meng Wang, Tat-Seng Chua
2017	J	`jnl`	Version-sensitive mobile App recommendation. Inf. Sci. Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Jialie Shen, Shunxiang Wu, Tat-Seng Chua
2017	A*	`conf`	Video Visual Relation Detection. ACM Multimedia Xindi Shang, Tongwei Ren, Jingfan Guo, Hanwang Zhang, Tat-Seng Chua
2017	J	`jnl`	VideoWhisper: Toward Discriminative Unsupervised Video Feature Learning With Attention-Based Recurrent Neural Networks. IEEE Trans. Multim. Na Zhao, Hanwang Zhang, Richang Hong, Meng Wang, Tat-Seng Chua
2017	A*	`conf`	Visual Translation Embedding Network for Visual Relation Detection. CVPR Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua
2017	J	`jnl`	Visual Translation Embedding Network for Visual Relation Detection. CoRR Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua
2017	J	`jnl`	Wellness Representation of Users in Social Media: Towards Joint Modelling of Heterogeneity and Temporality. IEEE Trans. Knowl. Data Eng. Mohammad Akbari, Xia Hu, Fei Wang, Tat-Seng Chua
2016	J	`jnl`	"360° user profiling: past, future, and applications" by Aleksandr Farseev, Mohammad Akbari, Ivan Samborskii and Tat-Seng Chua with Martin Vesely as coordinator. SIGWEB Newsl. Aleksandr Farseev, Mohammad Akbari, Ivan Samborskii, Tat-Seng Chua
2016	J	`jnl`	Accurate online video tagging via probabilistic hybrid modeling. Multim. Syst. Jialie Shen, Meng Wang, Tat-Seng Chua
2016	A*	`conf`	An Intention-Aware Interactive System for Mobile Video Browsing. ACM Multimedia Jun He, Hanwang Zhang, Ling Shen, Richang Hong, Tat-Seng Chua
2016	—	`conf`	Beyond Language and Vision, Towards Truly Multimedia Integration. iV&L-MM@MM Tat-Seng Chua
2016	J	`jnl`	Big data meets multimedia analytics. Signal Process. Tat-Seng Chua, Xiangjian He, Weifeng Liu, Massimo Piccardi, Yonggang Wen, Dacheng Tao
2016	J	`jnl`	Capturing the Semantics of Key Phrases Using Multiple Languages for Question Retrieval. IEEE Trans. Knowl. Data Eng. Weinan Zhang, Zhaoyan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua
2016	J	`jnl`	Computational Intelligence for Big Social Data Analysis [Guest Editorial]. IEEE Comput. Intell. Mag. Erik Cambria, Newton Howard, Yunqing Xia, Tat-Seng Chua
2016	J	`jnl`	Deep Fusion of Multiple Semantic Cues for Complex Event Recognition. IEEE Trans. Image Process. Xishan Zhang, Hanwang Zhang, Yongdong Zhang, Yang Yang, Meng Wang, Huan-Bo Luan, Jintao Li, Tat-Seng Chua
2016	—	`conf`	Deep Learning Generic Features for Cross-Media Retrieval. MMM (1) Xindi Shang, Hanwang Zhang, Tat-Seng Chua
2016	A*	`conf`	Discrete Collaborative Filtering. SIGIR Hanwang Zhang, Fumin Shen, Wei Liu, Xiangnan He, Huanbo Luan, Tat-Seng Chua
2016	A*	`conf`	Discrete Image Hashing Using Large Weakly Annotated Photo Collections. AAAI Hanwang Zhang, Na Zhao, Xindi Shang, Huan-Bo Luan, Tat-Seng Chua
2016	A*	`conf`	DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks. IJCAI Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua
2016	J	`jnl`	DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks. CoRR Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua
2016	A*	`conf`	Fast Matrix Factorization for Online Recommendation with Implicit Feedback. SIGIR Xiangnan He, Hanwang Zhang, Min-Yen Kan, Tat-Seng Chua
2016	J	`jnl`	Filtering of Brand-Related Microblogs Using Social-Smooth Multiview Embedding. IEEE Trans. Multim. Yue Gao, Yi Zhen, Haojie Li, Tat-Seng Chua
2016	—	`conf`	From Personal Wellness to Healthcare Support Systems: A Big Data Driven Approach. MMHealth@ACM Multimedia Tat-Seng Chua
2016	A*	`conf`	From Tweets to Wellness: Wellness Event Detection from Twitter Streams. AAAI Mohammad Akbari, Xia Hu, Liqiang Nie, Tat-Seng Chua
2016	J	`jnl`	Generating Incremental Length Summary Based on Hierarchical Topic Coverage Maximization. ACM Trans. Intell. Syst. Technol. Jintao Ye, Zhaoyan Ming, Tat-Seng Chua
2016	J	`jnl`	Generative Topic Embedding: a Continuous Representation of Documents (Extended Version with Proofs). CoRR Shaohua Li, Tat-Seng Chua, Jun Zhu, Chunyan Miao
2016	—	`conf`	Generative Topic Embedding: a Continuous Representation of Documents. ACL (1) Shaohua Li, Tat-Seng Chua, Jun Zhu, Chunyan Miao
2016	J	`jnl`	Image-embodied Knowledge Representation Learning. CoRR Ruobing Xie, Zhiyuan Liu, Tat-Seng Chua, Huan-Bo Luan, Maosong Sun
2016	J	`jnl`	Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method. IEEE Trans. Circuits Syst. Video Technol. Han Hu, Yonggang Wen, Tat-Seng Chua, Jian Huang, Wenwu Zhu, Xuelong Li
2016	J	`jnl`	Learning content-social influential features for influence analysis. Int. J. Multim. Inf. Retr. Na Zhao, Hanwang Zhang, Meng Wang, Richang Hong, Tat-Seng Chua
2016	J	`jnl`	Learning from Collective Intelligence: Feature Learning Using Social Images and Tags. ACM Trans. Multim. Comput. Commun. Appl. Hanwang Zhang, Xindi Shang, Huan-Bo Luan, Meng Wang, Tat-Seng Chua
2016	—	`book`	Learning from Multiple Social Networks Liqiang Nie, Xuemeng Song, Tat-Seng Chua
2016	—	`conf`	Mental Visual Browsing. MMM (2) Jun He, Xindi Shang, Hanwang Zhang, Tat-Seng Chua
2016	A*	`conf`	Mental Visual Indexing: Towards Fast Video Browsing. ACM Multimedia Richang Hong, Jun He, Hanwang Zhang, Tat-Seng Chua
2016	A*	`conf`	Micro Tells Macro: Predicting the Popularity of Micro-Videos via a Transductive Model. ACM Multimedia Jingyuan Chen, Xuemeng Song, Liqiang Nie, Xiang Wang, Hanwang Zhang, Tat-Seng Chua
2016	A*	`conf`	Online Collaborative Learning for Open-Vocabulary Visual Classifiers. CVPR Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huan-Bo Luan, Tat-Seng Chua
2016	A*	`conf`	Play and Rewind: Optimizing Binary Representations of Videos by Self-Supervised Temporal Hashing. ACM Multimedia Hanwang Zhang, Meng Wang, Richang Hong, Tat-Seng Chua
2016	A*	`conf`	Predicting Personalized Emotion Perceptions of Social Images. ACM Multimedia Sicheng Zhao, Hongxun Yao, Yue Gao, Rongrong Ji, Wenlong Xie, Xiaolei Jiang, Tat-Seng Chua
2016	J	`jnl`	Resolving local cuisines for tourists with multi-source social media contents. Multim. Syst. Zhaoyan Ming, Tat-Seng Chua
2016	J	`jnl`	SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning. CoRR Long Chen, Hanwang Zhang, Jun Xiao, Liqiang Nie, Jian Shao, Tat-Seng Chua
2016	—	`conf`	Saliency meets spatial quantization: A practical framework for large scale product search. ICME Workshops Shuhan Qi, Kyaw Zawlin, Hanwang Zhang, Xuan Wang, Ke Gao, Lin Yao, Tat-Seng Chua
2016	—	`conf`	Scrutinizing Mobile App Recommendation: Identifying Important App-Related Indicators. AIRS Jovian Lin, Kazunari Sugiyama, Min-Yen Kan, Tat-Seng Chua
2016	A*	`conf`	Shorter-is-Better: Venue Category Estimation from Micro-Video. ACM Multimedia Jianglong Zhang, Liqiang Nie, Xiang Wang, Xiangnan He, Xianglin Huang, Tat-Seng Chua
2016	—	`conf`	Smart Ambient Sound Analysis via Structured Statistical Modeling. MMM (2) Jialie Shen, Liqiang Nie, Tat-Seng Chua
2016	J	`jnl`	Social-Sensed Multimedia Computing. IEEE Multim. Peng Cui, Wenwu Zhu, Tat-Seng Chua, Ramesh C. Jain
2016	J	`jnl`	Towards organizing health knowledge on community-based health services. EURASIP J. Bioinform. Syst. Biol. Mohammad Akbari, Xia Hu, Liqiang Nie, Tat-Seng Chua
2016	J	`jnl`	Volunteerism Tendency Prediction via Harvesting Multiple Social Networks. ACM Trans. Inf. Syst. Xuemeng Song, Zhaoyan Ming, Liqiang Nie, Yi-Liang Zhao, Tat-Seng Chua
2016	A*	`conf`	What Does Social Media Say about Your Stress?. IJCAI Huijie Lin, Jia Jia, Liqiang Nie, Guangyao Shen, Tat-Seng Chua
2016	A*	`conf`	bBridge: A Big Data Platform for Social Multimedia Analytics. ACM Multimedia Aleksandr Farseev, Ivan Samborskii, Tat-Seng Chua
2015	A*	`conf`	Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations. ACM Multimedia Liqiang Nie, Luming Zhang, Yi Yang, Meng Wang, Richang Hong, Tat-Seng Chua
2015	J	`jnl`	Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge. IEEE Trans. Knowl. Data Eng. Liqiang Nie, Yi-Liang Zhao, Mohammad Akbari, Jialie Shen, Tat-Seng Chua
2015	A*	`conf`	Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Propagation. IJCAI Yongfeng Zhang, Yunzhi Tan, Min Zhang, Yiqun Liu, Tat-Seng Chua, Shaoping Ma
2015	J	`jnl`	Corrections to "Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss". IEEE Trans. Multim. Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu, Tat-Seng Chua
2015	—	`conf`	Cross-Social Network Collaborative Recommendation. WebSci Aleksandr Farseev, Denis Kotkov, Alexander Semenov, Jari Veijalainen, Tat-Seng Chua
2015	—	`conf`	Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso. MICCAI (2) Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Tat-Seng Chua, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2015	J	`jnl`	Disease Inference from Health-Related Questions via Sparse Deep Learning. IEEE Trans. Knowl. Data Eng. Liqiang Nie, Meng Wang, Luming Zhang, Shuicheng Yan, Bo Zhang, Tat-Seng Chua
2015	J	`jnl`	Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base. IEEE Trans. Multim. Xishan Zhang, Yang Yang, Yongdong Zhang, Huan-Bo Luan, Jintao Li, Hanwang Zhang, Tat-Seng Chua
2015	A*	`conf`	Exploring Key Concept Paraphrasing Based on Pivot Language Translation for Question Retrieval. AAAI Weinan Zhang, Zhaoyan Ming, Yu Zhang, Ting Liu, Tat-Seng Chua
2015	B	`conf`	Harvesting Multiple Sources for User Profile Learning: a Big Data Study. ICMR Aleksandr Farseev, Liqiang Nie, Mohammad Akbari, Tat-Seng Chua
2015	A*	`conf`	Interest Inference via Structure-Constrained Multi-Source Multi-Task Learning. IJCAI Xuemeng Song, Liqiang Nie, Luming Zhang, Maofu Liu, Tat-Seng Chua
2015	A*	`conf`	Learning Features from Large-Scale, Noisy and Social Image-Tag Collection. ACM Multimedia Hanwang Zhang, Xindi Shang, Huan-Bo Luan, Yang Yang, Tat-Seng Chua
2015	A*	`conf`	Learning Image and User Features for Recommendation in Social Networks. ICCV Xue Geng, Hanwang Zhang, Jingwen Bian, Tat-Seng Chua
2015	—	`conf`	Multimedia Social Event Detection in Microblog. MMM (1) Yue Gao, Sicheng Zhao, Yang Yang, Tat-Seng Chua
2015	J	`jnl`	Multimedia Summarization for Social Events in Microblog Stream. IEEE Trans. Multim. Jingwen Bian, Yang Yang, Hanwang Zhang, Tat-Seng Chua
2015	A*	`conf`	Multiple Social Network Learning and Its Application in Volunteerism Tendency Prediction. SIGIR Xuemeng Song, Liqiang Nie, Luming Zhang, Mohammad Akbari, Tat-Seng Chua
2015	B	`conf`	Online Multimodal Co-indexing and Retrieval of Weakly Labeled Web Image Collections. ICMR Lei Meng, Ah-Hwee Tan, Cyril Leung, Liqiang Nie, Tat-Seng Chua, Chunyan Miao
2015	J	`jnl`	Resolving polysemy and pseudonymity in entity linking with comprehensive name and context modeling. Inf. Sci. Zhaoyan Ming, Tat-Seng Chua
2015	J	`jnl`	Robust Multiview Feature Learning for RGB-D Image Understanding. ACM Trans. Intell. Syst. Technol. Zheng-Jun Zha, Yang Yang, Jinhui Tang, Meng Wang, Tat-Seng Chua
2015	J	`jnl`	Semantic-Based Location Recommendation With Multimodal Venue Semantics. IEEE Trans. Multim. Xiangyu Wang, Yi-Liang Zhao, Liqiang Nie, Yue Gao, Weizhi Nie, Zheng-Jun Zha, Tat-Seng Chua
2015	—	`conf`	Task-based recommendation on a web-scale. IEEE BigData Yongfeng Zhang, Min Zhang, Yiqun Liu, Tat-Seng Chua, Yi Zhang, Shaoping Ma
2015	A*	`conf`	Topical Word Embeddings. AAAI Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
2015	J	`jnl`	Toward an SDN-enabled big data platform for social TV analytics. IEEE Netw. Han Hu, Yonggang Wen, Yue Gao, Tat-Seng Chua, Xuelong Li
2015	J	`jnl`	aMM: Towards adaptive ranking of multi-modal documents. Int. J. Multim. Inf. Retr. Mohammad Akbari, Liqiang Nie, Tat-Seng Chua
2014	A	`conf`	A Dynamic Reconstruction Approach to Topic Summarization of User-Generated-Content. CIKM Zhaoyan Ming, Jintao Ye, Tat-Seng Chua
2014	—	`conf`	A Joint Local-Global Approach for Medical Terminology Assignment. MedIR@SIGIR Liqiang Nie, Mohammad Akbari, Tao Li, Tat-Seng Chua
2014	J	`jnl`	Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval. ACM Trans. Multim. Comput. Commun. Appl. Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua
2014	B	`conf`	Brand Data Gathering From Live Social Media Streams. ICMR Yue Gao, Fanglin Wang, Huan-Bo Luan, Tat-Seng Chua
2014	—	`ch.`	Community Understanding in Location-based Social Networks. Human-Centered Social Media Analytics Yi-Liang Zhao, Qiang Cheng, Shuicheng Yan, Daqing Zhang, Tat-Seng Chua
2014	A	`conf`	Community based effective social video contents placement in cloud centric CDN network. ICME Han Hu, Yonggang Wen, Tat-Seng Chua, Zhi Wang, Jian Huang, Wenwu Zhu, Di Wu
2014	A	`conf`	Customized Organization of Social Media Contents using Focused Topic Hierarchy. CIKM Xingwei Zhu, Zhaoyan Ming, Yu Hao, Xiaoyan Zhu, Tat-Seng Chua
2014	J	`jnl`	Discovering high quality answers in community question answering archives using a hierarchy of classifiers. Inf. Sci. Hapnes Toba, Zhaoyan Ming, Mirna Adriani, Tat-Seng Chua
2014	J	`jnl`	Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss. IEEE Trans. Multim. Yang Yang, Zheng-Jun Zha, Yue Gao, Xiaofeng Zhu, Tat-Seng Chua
2014	A*	`conf`	Exploring Principles-of-Art Features For Image Emotion Recognition. ACM Multimedia Sicheng Zhao, Yue Gao, Xiaolei Jiang, Hongxun Yao, Tat-Seng Chua, Xiaoshuai Sun
2014	B	`conf`	Image Tagging with Social Assistance. ICMR Yang Yang, Yue Gao, Hanwang Zhang, Jie Shao, Tat-Seng Chua
2014	J	`jnl`	Learning to Recommend Descriptive Tags for Questions in Social Forums. ACM Trans. Inf. Syst. Liqiang Nie, Yi-Liang Zhao, Xiangyu Wang, Jialie Shen, Tat-Seng Chua
2014	J	`jnl`	Memory recall based video search: Finding videos you have seen before based on your memory. ACM Trans. Multim. Comput. Commun. Appl. Jin Yuan, Yi-Liang Zhao, Huan-Bo Luan, Meng Wang, Tat-Seng Chua
2014	—	`book`	Mining User Generated Content. Marie-Francine Moens, Juanzi Li, Tat-Seng Chua
2014	A*	`conf`	New and improved: modeling versions to improve app recommendation. SIGIR Jovian Lin, Kazunari Sugiyama, Min-Yen Kan, Tat-Seng Chua
2014	A*	`conf`	One of a Kind: User Profiling by Social Curation. ACM Multimedia Xue Geng, Hanwang Zhang, Zheng Song, Yang Yang, Huan-Bo Luan, Tat-Seng Chua
2014	J	`jnl`	Personalized Recommendations of Locally Interesting Venues to Tourists via Cross-Region Community Matching. ACM Trans. Intell. Syst. Technol. Yi-Liang Zhao, Liqiang Nie, Xiangyu Wang, Tat-Seng Chua
2014	A*	`conf`	Predicting trending messages and diffusion participants in microblogging network. SIGIR Jingwen Bian, Yang Yang, Tat-Seng Chua
2014	J	`jnl`	Product Aspect Ranking and Its Applications. IEEE Trans. Knowl. Data Eng. Zheng-Jun Zha, Jianxing Yu, Jinhui Tang, Meng Wang, Tat-Seng Chua
2014	J	`jnl`	Robust (Semi) Nonnegative Graph Embedding. IEEE Trans. Image Process. Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Tat-Seng Chua
2014	A*	`conf`	Searching for Recent Celebrity Images in Microblog Platform. ACM Multimedia Na Zhao, Richang Hong, Meng Wang, Xuegang Hu, Tat-Seng Chua
2014	A	`conf`	Social TV analytics: a novel paradigm to transform TV watching experience. MMSys Han Hu, Jian Huang, He Zhao, Yonggang Wen, Chang Wen Chen, Tat-Seng Chua
2014	J	`jnl`	Social-Sensed Image Search. ACM Trans. Inf. Syst. Peng Cui, Shaowei Liu, Wenwu Zhu, Huan-Bo Luan, Tat-Seng Chua, Shi-Qiang Yang
2014	A*	`conf`	Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes. ACM Multimedia Hanwang Zhang, Yang Yang, Huan-Bo Luan, Shuicheng Yan, Tat-Seng Chua
2014	—	`conf`	The Multimedia Challenges in Social Media Analytics. SAM@MM Tat-Seng Chua
2014	—	`conf`	The design of a live social observatory system. WWW (Companion Volume) Huan-Bo Luan, Juanzi Li, Maosong Sun, Tat-Seng Chua
2014	J	`jnl`	Toward Multiscreen Social TV with Geolocation-Aware Social Sense. IEEE Multim. Han Hu, Yonggang Wen, Huan-Bo Luan, Tat-Seng Chua, Xuelong Li
2014	J	`jnl`	Toward Scalable Systems for Big Data Analytics: A Technology Tutorial. IEEE Access Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li
2014	A*	`conf`	Toward a biometric-aware cloud service engine for multi-screen video applications. SIGCOMM Han Hu, Yichao Jin, Yonggang Wen, Tat-Seng Chua, Xuelong Li
2014	A*	`conf`	User Intent Identification from Online Discussions Using a Joint Aspect-Action Topic Model. AAAI Ghasem Heyrani-Nobari, Tat-Seng Chua
2014	A*	`conf`	WenZher: comprehensive vertical search for healthcare domain. SIGIR Liqiang Nie, Tao Li, Mohammad Akbari, Jialie Shen, Tat-Seng Chua
2013	A*	`conf`	A Pattern Matching Based Model for Implicit Opinion Question Identification. AAAI Hadi Amiri, Zheng-Jun Zha, Tat-Seng Chua
2013	A*	`conf`	Addressing cold-start in app recommendation: latent user models constructed from twitter followers. SIGIR Jovian Lin, Kazunari Sugiyama, Min-Yen Kan, Tat-Seng Chua
2013	A*	`conf`	Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval. ACM Multimedia Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua
2013	J	`jnl`	Beyond Text QA: Multimedia Answer Generation by Harvesting Web Information. IEEE Trans. Multim. Liqiang Nie, Meng Wang, Yue Gao, Zheng-Jun Zha, Tat-Seng Chua
2013	J	`jnl`	Detecting Group Activities With Multi-Camera Context. IEEE Trans. Circuits Syst. Video Technol. Zheng-Jun Zha, Hanwang Zhang, Meng Wang, Huan-Bo Luan, Tat-Seng Chua
2013	J	`jnl`	Detecting profilable and overlapping communities with user-generated multimedia contents in LBSNs. ACM Trans. Multim. Comput. Commun. Appl. Yi-Liang Zhao, Qiang Chen, Shuicheng Yan, Tat-Seng Chua, Daqing Zhang
2013	A*	`conf`	Emerging topic detection for organizations from microblogs. SIGIR Yan Chen, Hadi Amiri, Zhoujun Li, Tat-Seng Chua
2013	A*	`conf`	From Interest to Function: Location Estimation in Social Media. AAAI Yan Chen, Jichang Zhao, Xia Hu, Xiaoming Zhang, Zhoujun Li, Tat-Seng Chua
2013	J	`jnl`	GPSView: A scenic driving route planner. ACM Trans. Multim. Comput. Commun. Appl. Yan-Tao Zheng, Shuicheng Yan, Zheng-Jun Zha, Yiqun Li, Xiangdong Zhou, Tat-Seng Chua, Ramesh C. Jain
2013	—	`ch.`	Hierarchical Organization of Collaboratively Constructed Content. The People's Web Meets NLP Jianxing Yu, Zheng-Jun Zha, Tat-Seng Chua
2013	—	`conf`	Hyperspectral Image Classification by Using Pixel Spatial Correlation. MMM (1) Yue Gao, Tat-Seng Chua
2013	B	`ed.`	International Conference on Multimedia Retrieval, ICMR'13, Dallas, TX, USA, April 16-19, 2013 ICMR Ramesh C. Jain, Balakrishnan Prabhakaran, Marcel Worring, John R. Smith, Tat-Seng Chua
2013	J	`jnl`	Label-specific training set construction from web resource for image annotation. Signal Process. Jinhui Tang, Shuicheng Yan, Chunxia Zhao, Tat-Seng Chua, Ramesh C. Jain
2013	J	`jnl`	Large-scale multilabel propagation based on efficient sparse graph construction. ACM Trans. Multim. Comput. Commun. Appl. Xiangyu Chen, Yadong Mu, Hairong Liu, Shuicheng Yan, Yong Rui, Tat-Seng Chua
2013	J	`jnl`	Multimedia encyclopedia construction by mining web knowledge. Signal Process. Richang Hong, Zheng-Jun Zha, Yue Gao, Tat-Seng Chua, Xindong Wu
2013	A	`conf`	Multimedia summarization for trending topics in microblogs. CIKM Jingwen Bian, Yang Yang, Tat-Seng Chua
2013	—	`ed.`	Proceedings of the 1st ACM international workshop on Personal data meets distributed multimedia, PDM@ACM Multimedia 2013, Barcelona, Spain, October 22, 2013 PDM@ACM Multimedia Vivek K. Singh, Tat-Seng Chua, Ramesh C. Jain, Alex Pentland
2013	—	`conf`	Robust Semantic Video Indexing by Harvesting Web Images. MMM (1) Yang Yang, Zheng-Jun Zha, Heng Tao Shen, Tat-Seng Chua
2013	J	`jnl`	Robust image annotation via simultaneous feature and sample outlier pursuit. ACM Trans. Multim. Comput. Commun. Appl. Jian Dong, Bin Cheng, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan, Xi Zhou
2013	A*	`conf`	Summary abstract for the 1st ACM international workshop on personal data meets distributed multimedia. ACM Multimedia Vivek K. Singh, Tat-Seng Chua, Ramesh C. Jain, Alex Pentland
2013	A*	`conf`	Topic hierarchy construction for the organization of multi-source user generated contents. SIGIR Xingwei Zhu, Zhaoyan Ming, Xiaoyan Zhu, Tat-Seng Chua
2013	J	`jnl`	Towards optimizing human labeling for interactive image tagging. ACM Trans. Multim. Comput. Commun. Appl. Jinhui Tang, Qiang Chen, Meng Wang, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain
2013	—	`conf`	Venue Semantics: Multimedia Topic Modeling of Social Media Contents. PCM Weizhi Nie, Xiangyu Wang, Yi-Liang Zhao, Yue Gao, Yuting Su, Tat-Seng Chua
2013	J	`jnl`	Video recommendation over multiple information sources. Multim. Syst. Xiaojian Zhao, Jin Yuan, Meng Wang, Guangda Li, Richang Hong, Zhoujun Li, Tat-Seng Chua
2013	J	`jnl`	When Amazon Meets Google: Product Visualization by Exploring Multiple Web Sources. ACM Trans. Internet Techn. Meng Wang, Guangda Li, Zheng Lu, Yue Gao, Tat-Seng Chua
2012	B	`conf`	A Semi-Supervised Bayesian Network Model for Microblog Topic Classification. COLING Yan Chen, Zhoujun Li, Liqiang Nie, Xia Hu, Xiangyu Wang, Tat-Seng Chua, Xiaoming Zhang
2012	—	`conf`	Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer Reviews. EMNLP-CoNLL Jianxing Yu, Zheng-Jun Zha, Tat-Seng Chua
2012	J	`jnl`	Assistive tagging: A survey of multimedia tagging with human-computer joint exploration. ACM Comput. Surv. Meng Wang, Bingbing Ni, Xian-Sheng Hua, Tat-Seng Chua
2012	A*	`conf`	Attribute feedback. ACM Multimedia Hanwang Zhang, Zheng-Jun Zha, Jingwen Bian, Yue Gao, Huan-Bo Luan, Tat-Seng Chua
2012	A*	`conf`	Attribute feedback. ACM Multimedia Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Jingwen Bian, Tat-Seng Chua
2012	A	`conf`	Automatic labeling hierarchical topics. CIKM Xianling Mao, Zhaoyan Ming, Zheng-Jun Zha, Tat-Seng Chua, Hongfei Yan, Xiaoming Li
2012	J	`jnl`	Camera Constraint-Free View-Based 3-D Object Retrieval. IEEE Trans. Image Process. Yue Gao, Jinhui Tang, Richang Hong, Shuicheng Yan, Qionghai Dai, Naiyao Zhang, Tat-Seng Chua
2012	—	`conf`	Community Answer Summarization for Multi-Sentence Question with Group L1 Regularization. ACL (1) Wen Chan, Xiangdong Zhou, Wei Wang, Tat-Seng Chua
2012	J	`jnl`	Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification. IEEE Trans. Multim. Meng Wang, Richang Hong, Guangda Li, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua
2012	J	`jnl`	Exploring probabilistic localized video representation for human action recognition. Multim. Tools Appl. Yan Song, Sheng Tang, Yan-Tao Zheng, Tat-Seng Chua, Yongdong Zhang, Shouxun Lin
2012	J	`jnl`	Guest editorial: Special issue on information retrieval for social media. Inf. Retr. Fei Wang, Peng Cui, Gordon Sun, Tat-Seng Chua, Shiqiang Yang
2012	A*	`conf`	Harvesting visual concepts for image search with complex queries. ACM Multimedia Liqiang Nie, Shuicheng Yan, Meng Wang, Richang Hong, Tat-Seng Chua
2012	J	`jnl`	Image label completion by pursuing contextual decomposability. ACM Trans. Multim. Comput. Commun. Appl. Xiaobai Liu, Shuicheng Yan, Tat-Seng Chua, Hai Jin
2012	J	`jnl`	In-video product annotation with web information mining. ACM Trans. Multim. Comput. Commun. Appl. Guangda Li, Meng Wang, Zheng Lu, Richang Hong, Tat-Seng Chua
2012	J	`jnl`	Interactive Video Indexing With Statistical Active Learning. IEEE Trans. Multim. Zheng-Jun Zha, Meng Wang, Yan-Tao Zheng, Yi Yang, Richang Hong, Tat-Seng Chua
2012	J	`jnl`	Label-to-region with continuity-biased bi-layer sparsity priors. ACM Trans. Multim. Comput. Commun. Appl. Xiaobai Liu, Shuicheng Yan, Bin Cheng, Jinhui Tang, Tat-Seng Chua, Hai Jin
2012	J	`jnl`	Large-Scale Multimedia Data Collections. IEEE Multim. Benoit Huet, Tat-Seng Chua, Alexander G. Hauptmann
2012	J	`jnl`	Mining Travel Patterns from Geotagged Photos. ACM Trans. Intell. Syst. Technol. Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua
2012	A	`conf`	Mining sentiment terminology through time. CIKM Hadi Amiri, Tat-Seng Chua
2012	A	`conf`	Mining slang and urban opinion words and phrases from cQA services: an optimization approach. WSDM Hadi Amiri, Tat-Seng Chua
2012	J	`jnl`	Movie2Comics: Towards a Lively Video Content Presentation. IEEE Trans. Multim. Meng Wang, Richang Hong, Xiao-Tong Yuan, Shuicheng Yan, Tat-Seng Chua
2012	J	`jnl`	Multimedia Question Answering. IEEE Multim. Richang Hong, Meng Wang, Guangda Li, Liqiang Nie, Zheng-Jun Zha, Tat-Seng Chua
2012	J	`jnl`	Multimedia semantics-aware query-adaptive hashing with bits reconfigurability. Int. J. Multim. Inf. Retr. Yadong Mu, Xiangyu Chen, Xianglong Liu, Tat-Seng Chua, Shuicheng Yan
2012	J	`jnl`	NExT: NUS-Tsinghua Center for Extreme Search of User-Generated Content. IEEE Multim. Tat-Seng Chua, Huan-Bo Luan, Maosong Sun, Shiqiang Yang
2012	B	`conf`	On Video Recommendation over Social Network. MMM Xiaojian Zhao, Jin Yuan, Richang Hong, Meng Wang, Zhoujun Li, Tat-Seng Chua
2012	J	`jnl`	Oracle in Image Search: A Content-Based Approach to Performance Prediction. ACM Trans. Inf. Syst. Liqiang Nie, Meng Wang, Zheng-Jun Zha, Tat-Seng Chua
2012	A*	`conf`	Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels. CVPR Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Meng Wang, Tat-Seng Chua
2012	—	`conf`	SSHLDA: A Semi-Supervised Hierarchical Topic Model. EMNLP-CoNLL Xianling Mao, Zhaoyan Ming, Tat-Seng Chua, Si Li, Hongfei Yan, Xiaoming Li
2012	J	`jnl`	Semantic multimedia. Multim. Tools Appl. Werner Bailer, Bernard Mérialdo, Yiannis Kompatsiaris, Tat-Seng Chua
2012	J	`jnl`	Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation. IEEE Trans. Image Process. Jinhui Tang, Zheng-Jun Zha, Dacheng Tao, Tat-Seng Chua
2012	J	`jnl`	Social media mining and search. Multim. Tools Appl. Jinhui Tang, Meng Wang, Xian-Sheng Hua, Tat-Seng Chua
2012	J	`jnl`	Sparse Ensemble Learning for Concept Detection. IEEE Trans. Multim. Sheng Tang, Yan-Tao Zheng, Yu Wang, Tat-Seng Chua
2012	—	`ch.`	Text Mining in Multimedia. Mining Text Data Zheng-Jun Zha, Meng Wang, Jialie Shen, Tat-Seng Chua
2012	B	`conf`	The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval. COLING Weinan Zhang, Zhaoyan Ming, Yu Zhang, Liqiang Nie, Ting Liu, Tat-Seng Chua
2012	C	`conf`	Transforming mobile personal life log into autobiographical multimedia eChronicles. MoMM Dian Tjondronegoro, Tat-Seng Chua
2012	B	`conf`	Video Browser Showdown by NUS. MMM Jin Yuan, Huan-Bo Luan, Dejun Hou, Han Zhang, Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua
2012	A*	`conf`	Visual query attributes suggestion. ACM Multimedia Jingwen Bian, Zheng-Jun Zha, Hanwang Zhang, Qi Tian, Tat-Seng Chua
2011	C	`conf`	Affective Video Summarization and Story Board Generation Using Pupillary Dilation and Eye Gaze. ISM Harish Katti, Karthik Yadati, Mohan S. Kankanhalli, Tat-Seng Chua
2011	A*	`conf`	Aspect Ranking: Identifying Important Product Aspects from Online Consumer Reviews. ACL Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua
2011	J	`jnl`	Beyond search: Event-driven summarization for web videos. ACM Trans. Multim. Comput. Commun. Appl. Richang Hong, Jinhui Tang, Hung-Khoon Tan, Chong-Wah Ngo, Shuicheng Yan, Tat-Seng Chua
2011	A*	`conf`	Domain-Assisted Product Aspect Hierarchy Generation: Towards Hierarchical Organization of Unstructured Consumer Reviews. EMNLP Jianxing Yu, Zheng-Jun Zha, Meng Wang, Kai Wang, Tat-Seng Chua
2011	—	`conf`	Generating Representative Views of Landmarks via Scenic Theme Detection. MMM (1) Yi-Liang Zhao, Yan-Tao Zheng, Xiangdong Zhou, Tat-Seng Chua
2011	—	`conf`	Hierarchical organization of unstructured consumer reviews. WWW (Companion Volume) Jianxing Yu, Zheng-Jun Zha, Meng Wang, Tat-Seng Chua
2011	J	`jnl`	Hot research topics - guest editorial. Multim. Tools Appl. Ramesh C. Jain, Alberto Del Bimbo, Tat-Seng Chua, Borko Furht
2011	J	`jnl`	Image annotation by ACM Trans. Intell. Syst. Technol. Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh C. Jain
2011	A*	`conf`	Integrating rich information for video recommendation with multi-task rank aggregation. ACM Multimedia Xiaojian Zhao, Guangda Li, Meng Wang, Jin Yuan, Zheng-Jun Zha, Zhoujun Li, Tat-Seng Chua
2011	J	`jnl`	Interactive multimedia computing. Multim. Syst. Meng Wang, Jinhui Tang, Xian-Sheng Hua, Tat-Seng Chua
2011	J	`jnl`	Label-Specific Training Set Construction from Web Resource for Image Annotation CoRR Jinhui Tang, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain
2011	A*	`conf`	Learning concept bundles for video search with complex queries. ACM Multimedia Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua
2011	B	`conf`	Learning reconfigurable hashing for diverse semantics. ICMR Yadong Mu, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan
2011	J	`jnl`	Localized Multiple Kernel Learning for Realistic Human Action Recognition in Videos. IEEE Trans. Circuits Syst. Video Technol. Yan Song, Yan-Tao Zheng, Sheng Tang, Xiangdong Zhou, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua
2011	B	`conf`	Locally regressive G-optimal design for image retrieval. ICMR Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Fei Chang, Tat-Seng Chua
2011	—	`conf`	Mining Travel Patterns from GPS-Tagged Photos. MMM (1) Yan-Tao Zheng, Yiqun Li, Zheng-Jun Zha, Tat-Seng Chua
2011	A*	`conf`	Multi-label visual classification with label exclusive context. ICCV Xiangyu Chen, Xiao-Tong Yuan, Qiang Chen, Shuicheng Yan, Tat-Seng Chua
2011	A*	`conf`	Multimedia answering: enriching text QA with media information. SIGIR Liqiang Nie, Meng Wang, Zheng-Jun Zha, Guangda Li, Tat-Seng Chua
2011	A*	`ed.`	Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011 SIGIR Wei-Ying Ma, Jian-Yun Nie, Ricardo Baeza-Yates, Tat-Seng Chua, W. Bruce Croft
2011	A*	`conf`	Product comparison using comparative relations. SIGIR Si Li, Zheng-Jun Zha, Zhaoyan Ming, Meng Wang, Tat-Seng Chua, Jun Guo, Weiran Xu
2011	J	`jnl`	Research and applications on georeferenced multimedia: a survey. Multim. Tools Appl. Yan-Tao Zheng, Zheng-Jun Zha, Tat-Seng Chua
2011	B	`conf`	ShotTagger: tag location for internet videos. ICMR Guangda Li, Meng Wang, Yan-Tao Zheng, Haojie Li, Zheng-Jun Zha, Tat-Seng Chua
2011	J	`jnl`	Survey papers in multimedia - guest editorial. Multim. Tools Appl. Ramesh C. Jain, Alberto Del Bimbo, Tat-Seng Chua, Borko Furht
2011	A*	`conf`	Towards multi-semantic image annotation with graph regularized exclusive group lasso. ACM Multimedia Xiangyu Chen, Xiaotong Yuan, Shuicheng Yan, Jinhui Tang, Yong Rui, Tat-Seng Chua
2011	J	`jnl`	Utilizing Related Samples to Enhance Interactive Concept-Based Video Search. IEEE Trans. Multim. Jin Yuan, Zheng-Jun Zha, Yan-Tao Zheng, Meng Wang, Xiangdong Zhou, Tat-Seng Chua
2011	J	`jnl`	Video accessibility enhancement for hearing-impaired users. ACM Trans. Multim. Comput. Commun. Appl. Richang Hong, Meng Wang, Xiao-Tong Yuan, Mengdi Xu, Jianguo Jiang, Shuicheng Yan, Tat-Seng Chua
2011	J	`jnl`	VisionGo: Towards video retrieval with joint exploration of human and computer. Inf. Sci. Huan-Bo Luan, Yan-Tao Zheng, Meng Wang, Tat-Seng Chua
2010	A	`conf`	A distribution based video representation for human action recognition. ICME Yan Song, Sheng Tang, Yantao Zheng, Tat-Seng Chua, Yongdong Zhang, Shouxun Lin
2010	A*	`conf`	ACM international workshop on very-large-scale multimedia corpus, mining and retrieval (VLS-MCMR'10). ACM Multimedia Benoit Huet, Tat-Seng Chua, Alexander G. Hauptmann
2010	—	`conf`	An Eye Fixation Database for Saliency Detection in Images. ECCV (4) Subramanian Ramanathan, Harish Katti, Nicu Sebe, Mohan S. Kankanhalli, Tat-Seng Chua
2010	—	`conf`	Automatic Generation of Semantic Fields for Annotating Web Images. COLING (Posters) Gang Wang, Tat-Seng Chua, Chong-Wah Ngo, Yongcheng Wang
2010	J	`jnl`	Combining relations for information extraction from free text. ACM Trans. Inf. Syst. Mstislav Maslennikov, Tat-Seng Chua
2010	A*	`conf`	Dynamic captioning: video accessibility enhancement for hearing impairment. ACM Multimedia Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua
2010	J	`jnl`	Efficient Mining of Multiple Partial Near-Duplicate Alignments by Temporal Network. IEEE Trans. Circuits Syst. Video Technol. Hung-Khoon Tan, Chong-Wah Ngo, Tat-Seng Chua
2010	A*	`conf`	Efficient large-scale image annotation by probabilistic collaborative multi-label propagation. ACM Multimedia Xiangyu Chen, Yadong Mu, Shuicheng Yan, Tat-Seng Chua
2010	B	`conf`	Estimating Poses of World's Photos with Geographic Metadata. MMM Zhiping Luo, Haojie Li, Jinhui Tang, Richang Hong, Tat-Seng Chua
2010	B	`conf`	Exploiting Salient Patterns for Question Detection and Question Retrieval in Community-based Question Answering. COLING Kai Wang, Tat-Seng Chua
2010	A	`conf`	Exploring domain-specific term weight in archived question search. CIKM Zhaoyan Ming, Tat-Seng Chua, Gao Cong
2010	—	`conf`	Exploring large scale data for multimedia QA: an initial study. CIVR Richang Hong, Guangda Li, Liqiang Nie, Jinhui Tang, Tat-Seng Chua
2010	J	`jnl`	Image Annotation by Graph-Based Inference With Integrated Multiple/Single Instance Representations. IEEE Trans. Multim. Jinhui Tang, Haojie Li, Guo-Jun Qi, Tat-Seng Chua
2010	B	`conf`	Learning Cooking Techniques from YouTube. MMM Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua
2010	A*	`conf`	Making computers look the way we look: exploiting visual attention for image understanding. ACM Multimedia Harish Katti, Subramanian Ramanathan, Mohan S. Kankanhalli, Nicu Sebe, Tat-Seng Chua, Kalpathi R. Ramakrishnan
2010	B	`conf`	Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia. MMM Richang Hong, Jinhui Tang, Zheng-Jun Zha, Zhiping Luo, Tat-Seng Chua
2010	A*	`conf`	Movie2Comics: a feast of multimedia artwork. ACM Multimedia Richang Hong, Xiaotong Yuan, Mengdi Xu, Meng Wang, Shuicheng Yan, Tat-Seng Chua
2010	J	`jnl`	Multimedia Question Answering. Scholarpedia Tat-Seng Chua, Richang Hong, Jinhui Tang
2010	A*	`conf`	One person labels one million images. ACM Multimedia Jinhui Tang, Qiang Chen, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain
2010	A*	`conf`	Prototype hierarchy based clustering for the categorization and navigation of web collections. SIGIR Zhaoyan Ming, Kai Wang, Tat-Seng Chua
2010	J	`jnl`	Question Answering over Community-Contributed Web Videos. IEEE Multim. Guangda Li, Haojie Li, Zhaoyan Ming, Richang Hong, Sheng Tang, Tat-Seng Chua
2010	A*	`conf`	Segmentation of multi-sentence questions: towards effective question retrieval in cQA services. SIGIR Kai Wang, Zhaoyan Ming, Xia Hu, Tat-Seng Chua
2010	A*	`conf`	Semantic context modeling with maximal margin Conditional Random Fields for automatic image annotation. CVPR Yu Xiang, Xiangdong Zhou, Zuotao Liu, Tat-Seng Chua, Chong-Wah Ngo
2010	—	`conf`	TRECVID 2010 Known-item Search by NUS. TRECVID Xiangyu Chen, Jin Yuan, Liqiang Nie, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua
2010	—	`conf`	Utilizing related samples to learn complex queries in interactive concept-based video search. CIVR Jin Yuan, Zheng-Jun Zha, Zhengdong Zhao, Xiangdong Zhou, Tat-Seng Chua
2010	B	`conf`	VDictionary: Automatically Generate Visual Dictionary via Wikimedias. MMM Yanling Wu, Mei Wang, Guangda Li, Zhiping Luo, Tat-Seng Chua, Xumin Liu
2010	B	`conf`	Video Reference: A Video Question Answering Engine. MMM Lei Gao, Guangda Li, Yantao Zheng, Richang Hong, Tat-Seng Chua
2010	J	`jnl`	Visual query suggestion: Towards capturing user intent in internet image search. ACM Trans. Multim. Comput. Commun. Appl. Zheng-Jun Zha, Linjun Yang, Tao Mei, Meng Wang, Zengfu Wang, Tat-Seng Chua, Xian-Sheng Hua
2010	—	`conf`	Vocabulary Filtering for Term Weighting in Archived Question Search. PAKDD (1) Zhaoyan Ming, Kai Wang, Tat-Seng Chua
2010	A*	`conf`	W2Go: a travel guidance system by automatic landmark ranking. ACM Multimedia Yue Gao, Jinhui Tang, Richang Hong, Qionghai Dai, Tat-Seng Chua, Ramesh C. Jain
2010	A*	`conf`	iComics: automatic conversion of movie into comics. ACM Multimedia Richang Hong, Meng Wang, Guangda Li, Xiaotong Yuan, Shuicheng Yan, Tat-Seng Chua
2009	A*	`conf`	A revisit of Generative Model for Automatic Image Annotation using Markov Random Fields. CVPR Yu Xiang, Xiangdong Zhou, Tat-Seng Chua, Chong-Wah Ngo
2009	A*	`conf`	A syntactic tree matching approach to finding similar questions in community-based qa services. SIGIR Kai Wang, Zhaoyan Ming, Tat-Seng Chua
2009	B	`conf`	Adaptive Model for Integrating Different Types of Associated Texts for Automated Annotation of Web Images. MMM Hongtao Xu, Xiangdong Zhou, Lan Lin, Mei Wang, Tat-Seng Chua
2009	A*	`conf`	An efficient sparse metric learning in high-dimensional space via ICML Guo-Jun Qi, Jinhui Tang, Zheng-Jun Zha, Tat-Seng Chua, Hong-Jiang Zhang
2009	A*	`conf`	Automated localization of affective objects and actions in images via caption text-cum-eye gaze analysis. ACM Multimedia Subramanian Ramanathan, Harish Katti, Raymond Huang, Tat-Seng Chua, Mohan S. Kankanhalli
2009	A*	`conf`	Domain adaptation from multiple sources via auxiliary classifiers. ICML Lixin Duan, Ivor W. Tsang, Dong Xu, Tat-Seng Chua
2009	—	`conf`	Event driven summarization for web videos. WSM@MM Richang Hong, Jinhui Tang, Hung-Khoon Tan, Shuicheng Yan, Chong-Wah Ngo, Tat-Seng Chua
2009	A	`conf`	Exploiting internal and external semantics for the clustering of short texts using world knowledge. CIKM Xia Hu, Nan Sun, Chao Zhang, Tat-Seng Chua
2009	—	`conf`	From text question-answering to multimedia QA on web-scale media resources. LS-MMRM@ACM Multimedia Tat-Seng Chua, Richang Hong, Guangda Li, Jinhui Tang
2009	A*	`conf`	Hierarchical spatio-temporal context modeling for action recognition. CVPR Ju Sun, Xiao Wu, Shuicheng Yan, Loong Fah Cheong, Tat-Seng Chua, Jintao Li
2009	A*	`conf`	Inferring semantic concepts from community-contributed images and noisy tags. ACM Multimedia Jinhui Tang, Shuicheng Yan, Richang Hong, Guo-Jun Qi, Tat-Seng Chua
2009	A*	`conf`	Label to region by bi-layer sparsity priors. ACM Multimedia Xiaobai Liu, Bin Cheng, Shuicheng Yan, Jinhui Tang, Tat-Seng Chua, Hai Jin
2009	B	`conf`	Multimedia Evidence Fusion for Video Concept Detection via OWA Operator. MMM Ming Li, Yantao Zheng, Shouxun Lin, Yong-Dong Zhang, Tat-Seng Chua
2009	—	`conf`	NUS-WIDE: a real-world web image database from National University of Singapore. CIVR Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, Yantao Zheng
2009	A*	`conf`	Pornprobe: an LDA-SVM based pornography detection system. ACM Multimedia Sheng Tang, Jintao Li, Yongdong Zhang, Cheng Xie, Ming Li, Yizhi Liu, Xiufeng Hua, Yantao Zheng, Jinhui Tang, Tat-Seng Chua
2009	—	`conf`	Query Segmentation Based on Eigenspace Similarity. ACL/IJCNLP (2) Chao Zhang, Nan Sun, Xia Hu, Tingzhu Huang, Tat-Seng Chua
2009	A*	`conf`	Scalable detection of partial near-duplicate videos by visual-temporal consistency. ACM Multimedia Hung-Khoon Tan, Chong-Wah Ngo, Richang Hong, Tat-Seng Chua
2009	—	`ed.`	Semantic Multimedia, 4th International Conference on Semantic and Digital Media Technologies, SAMT 2009, Graz, Austria, December 2-4, 2009, Proceedings SAMT Tat-Seng Chua, Yiannis Kompatsiaris, Bernard Mérialdo, Werner Haas, Georg Thallinger, Werner Bailer
2009	—	`conf`	Summarizing Definition from Wikipedia. ACL/IJCNLP Shiren Ye, Tat-Seng Chua, Jie Lu
2009	A*	`conf`	Tour the world: Building a web-scale landmark recognition engine. CVPR Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven
2009	A*	`conf`	Tour the world: a technical demonstration of a web-scale landmark recognition engine. ACM Multimedia Yantao Zheng, Ming Zhao, Yang Song, Hartwig Adam, Ulrich Buddemeier, Alessandro Bissacco, Fernando Brucher, Tat-Seng Chua, Hartmut Neven, Jay Yagnik
2009	J	`jnl`	Toward a higher-level visual representation for object-based image retrieval. Vis. Comput. Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian
2009	A*	`conf`	Video reference: question answering on YouTube. ACM Multimedia Guangda Li, Zhaoyan Ming, Haojie Li, Tat-Seng Chua
2009	A*	`conf`	ViewFocus: explore places of interests on Google maps using photos with view direction filtering. ACM Multimedia Zhiping Luo, Haojie Li, Jinhui Tang, Richang Hong, Tat-Seng Chua
2009	—	`conf`	VisionGo: towards true interactivity. CIVR Yantao Zheng, Shi-Yong Neo, Xiangyu Chen, Tat-Seng Chua
2008	—	`conf`	Adaptive multiple feedback strategies for interactive video search. CIVR Huan-Bo Luan, Yantao Zheng, Shi-Yong Neo, Yongdong Zhang, Shouxun Lin, Tat-Seng Chua
2008	—	`conf`	Automatic image annotation via local multi-label classification. CIVR Mei Wang, Xiangdong Zhou, Tat-Seng Chua
2008	J	`jnl`	Content-based video retrieval: Three example systems from TRECVid. Int. J. Imaging Syst. Technol. Alan F. Smeaton, Peter Wilkins, Marcel Worring, Ork de Rooij, Tat-Seng Chua, Huan-Bo Luan
2008	J	`jnl`	Editorial. Vis. Comput. Tolga K. Çapin, Selim Balcisoy, Daniel Thalmann, Nadia Magnenat-Thalmann, Tat-Seng Chua
2008	A*	`conf`	Exploring knowledge of sub-domain in a multi-resolution bootstrapping framework for concept detection in news video. ACM Multimedia Gang Wang, Tat-Seng Chua, Ming Zhao
2008	A*	`conf`	Integrated graph-based semi-supervised multiple/single instance learning framework for image annotation. ACM Multimedia Jinhui Tang, Haojie Li, Guo-Jun Qi, Tat-Seng Chua
2008	B	`conf`	Markovian mixture face recognition with discriminative face alignment. FG Ming Zhao, Tat-Seng Chua
2008	B	`conf`	Modeling Context in Scenario Template Creation. IJCNLP Long Qiu, Min-Yen Kan, Tat-Seng Chua
2008	B	`conf`	Object-Based Image Retrieval Beyond Visual Appearances. MMM Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian
2008	A	`conf`	Pre-attentive discrimination of interestingness in images. ICME Harish Katti, Kwok Yang Bin, Tat-Seng Chua, Mohan S. Kankanhalli
2008	—	`conf`	Probabilistic optimized ranking for multimedia semantic concept detection via RVM. CIVR Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian
2008	A*	`ed.`	Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008 SIGIR Sung-Hyon Myaeng, Douglas W. Oard, Fabrizio Sebastiani, Tat-Seng Chua, Mun-Kew Leong
2008	—	`conf`	VisionGo: bridging users and multimedia video retrieval. CIVR Shi-Yong Neo, Huan-Bo Luan, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua
2008	A*	`conf`	Visual Synset: Towards a higher-level visual representation. CVPR Yantao Zheng, Ming Zhao, Shi-Yong Neo, Tat-Seng Chua, Qi Tian
2008	A*	`conf`	Word2Image: towards visual interpreting of words. ACM Multimedia Haojie Li, Jinhui Tang, Guangda Li, Tat-Seng Chua
2007	A*	`conf`	A Multi-resolution Framework for Information Extraction from Free Text. ACL Mstislav Maslennikov, Tat-Seng Chua
2007	—	`conf`	Active learning approach to interactive spatio-temporal news video retrieval. CIVR Huan-Bo Luan, Shi-Yong Neo, Tat-Seng Chua, Yantao Zheng, Sheng Tang, Yongdong Zhang, Jin-Tao Li
2007	—	`ed.`	Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part I MMM (1) Tat-Jen Cham, Jianfei Cai, Chitra Dorai, Deepu Rajan, Tat-Seng Chua, Liang-Tien Chia
2007	—	`ed.`	Advances in Multimedia Modeling, 13th International Multimedia Modeling Conference, MMM 2007, Singapore, January 9-12, 2007. Proceedings, Part II MMM (2) Tat-Jen Cham, Jianfei Cai, Chitra Dorai, Deepu Rajan, Tat-Seng Chua, Liang-Tien Chia
2007	A*	`conf`	Annotation of paintings with high-level semantic concepts using transductive inference and ontology-based concept disambiguation. ACM Multimedia Liza Leslie, Tat-Seng Chua, Ramesh C. Jain
2007	—	`conf`	Auto-Annotation of Paintings Using Social Annotations, Domain Ontology and Transductive Inference. PCM Liza Leslie, Tat-Seng Chua, Ramesh C. Jain
2007	J	`jnl`	Automatically Integrating Heterogeneous Ontologies from Structured Web Pages. Int. J. Semantic Web Inf. Syst. Shiren Ye, Tat-Seng Chua
2007	J	`jnl`	Document concept lattice for text understanding and summarization. Inf. Process. Manag. Shiren Ye, Tat-Seng Chua, Min-Yen Kan, Long Qiu
2007	A*	`conf`	Enhancing image annotation by integrating concept ontology and text-based bayesian learning model. ACM Multimedia Rui Shi, Chin-Hui Lee, Tat-Seng Chua
2007	—	`conf`	Fusion of Region and Image-Based Techniques for Automatic Image Annotation. MMM (1) Yang Xiao, Tat-Seng Chua, Chin-Hui Lee
2007	A	`conf`	Interactive Spatio-Temporal Visual Map Model for Web Video Retrieval. ICME Huan-Bo Luan, Shouxun Lin, Sheng Tang, Shi-Yong Neo, Tat-Seng Chua
2007	A*	`conf`	Interesting nuggets and their impact on definitional question answering. SIGIR Kian-Wei Kor, Tat-Seng Chua
2007	A	`conf`	News Video Retrieval using Implicit Event Semantics. ICME Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Tat-Seng Chua, Sheng Tang
2007	—	`conf`	Ontology-Based Annotation of Paintings Using Transductive Inference Framework. MMM (1) Yelizaveta Marchenko, Tat-Seng Chua, Ramesh C. Jain
2007	A*	`conf`	Segregated feedback with performance-based adaptive sampling for interactive news video retrieval. ACM Multimedia Huan-Bo Luan, Shi-Yong Neo, Hai-Kiat Goh, Yong-Dong Zhang, Shouxun Lin, Tat-Seng Chua
2007	J	`jnl`	Soft pattern matching models for definitional question answering. ACM Trans. Inf. Syst. Hang Cui, Min-Yen Kan, Tat-Seng Chua
2007	—	`conf`	TRECVID 2007 Search Tasks by NUS-ICT. TRECVID Tat-Seng Chua, Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Xiaoming Zhang, Sheng Tang, Yong-Dong Zhang, Jin-Tao Li, Juan Cao, Huan-Bo Luan, Qiao-Yan He, Xu Zhang
2007	—	`conf`	The use of temporal, semantic and visual partitioning model for efficient near-duplicate keyframe detection in large scale news corpus. CIVR Yantao Zheng, Shi-Yong Neo, Tat-Seng Chua, Qi Tian
2007	A*	`conf`	The use of topic evolution to help users browse and find answers in news video corpus. ACM Multimedia Shi-Yong Neo, Yuanyuan Ran, Hai-Kiat Goh, Yantao Zheng, Tat-Seng Chua, Jintao Li
2007	A*	`conf`	Towards the next plateau: innovative multimedia research beyond trecvid. ACM Multimedia Tat-Seng Chua
2007	A	`conf`	Use of Generalized Pattern Model for Video Annotation. ICME Yang Xiao, Tat-Seng Chua, Lekha Chaisorn, Chin-Hui Lee
2006	J	`jnl`	A maximal figure-of-merit (MFoM)-learning approach to robust classifier design for text categorization. ACM Trans. Inf. Syst. Sheng Gao, Wen Wu, Chin-Hui Lee, Tat-Seng Chua
2006	A*	`conf`	ARE: Instance Splitting Strategies for Dependency Relation-Based Information Extraction. ACL Mstislav Maslennikov, Hai-Kiat Goh, Tat-Seng Chua
2006	—	`conf`	Automatic Indexing and Retrieval of Large Broadcast News Video Collections - The TRECVID Experience. ISCSLP (Selected Papers) Tat-Seng Chua
2006	—	`conf`	Automatic Person Annotation of Family Photo Album. CIVR Ming Zhao, Yong Teo, Siliang Liu, Tat-Seng Chua, Ramesh C. Jain
2006	—	`conf`	Bayesian Learning of Hierarchical Multinomial Mixture Models of Concepts for Automatic Image Annotation. CIVR Rui Shi, Tat-Seng Chua, Chin-Hui Lee, Sheng Gao
2006	—	`conf`	Face Alignment with Unified Subspace Optimization of Active Statistical Models. FGR Ming Zhao, Tat-Seng Chua
2006	J	`jnl`	Fusion of AV features and external information sources for event detection in team sports video. ACM Trans. Multim. Comput. Commun. Appl. Huaxin Xu, Tat-Seng Chua
2006	J	`jnl`	Guest editors' introduction: multimedia modelling. Vis. Comput. Yi-Ping Phoebe Chen, Tat-Seng Chua
2006	J	`jnl`	Learning Object Models from Semistructured Web Documents. IEEE Trans. Knowl. Data Eng. Shiren Ye, Tat-Seng Chua
2006	A*	`conf`	Mining dependency relations for query expansion in passage retrieval. SIGIR Renxu Sun, Chai-Huat Ong, Tat-Seng Chua
2006	—	`conf`	Morphable Face Reconstruction with Multiple Images. FGR Ming Zhao, Tat-Seng Chua, Terence Sim
2006	B	`conf`	Multi-faceted contextual model for person identification in news video. MMM Ming Zhao, Shi-Yong Neo, Hai-Kiat Goh, Tat-Seng Chua
2006	A*	`conf`	News video search with fuzzy event clustering using high-level features. ACM Multimedia Shi-Yong Neo, Yantao Zheng, Tat-Seng Chua, Qi Tian
2006	A*	`conf`	Paraphrase Recognition via Dissimilarity Significance Classification. EMNLP Long Qiu, Min-Yen Kan, Tat-Seng Chua
2006	A*	`conf`	Semi-supervised annotation of brushwork in paintings domain using serial combinations of multiple experts. ACM Multimedia Yelizaveta Marchenko, Tat-Seng Chua, Ramesh C. Jain
2006	A	`conf`	Story Boundary Detection in News Video using Global Rule Induction Technique. ICME Lekha Chaisorn, Tat-Seng Chua
2006	—	`conf`	TRECVID 2006 by NUS-I2R. TRECVID Tat-Seng Chua, Shi-Yong Neo, Yantao Zheng, Hai-Kiat Goh, Sheng Tang, Yang Xiao, Ming Zhao, Sheng Gao, Xinglei Zhu, Lekha Chaisorn, Qibin Sun
2006	A*	`conf`	Transductive inference using multiple experts for brushwork annotation in paintings domain. ACM Multimedia Yelizaveta Marchenko, Tat-Seng Chua, Ramesh C. Jain
2006	—	`conf`	Video Retrieval Using High Level Features: Exploiting Query Matching and Confidence-Based Weighting. CIVR Shi-Yong Neo, Jin Zhao, Min-Yen Kan, Tat-Seng Chua
2005	B	`conf`	A Novel Approach to Auto Image Annotation Based on Pairwise Constrained Clustering and Semi-Naïve Bayesian Model. MMM Rui Shi, Wanjun Jin, Tat-Seng Chua
2005	A	`conf`	Analysis and Retrieval of Paintings Using Artistic Color Concepts. ICME Yelizaveta Marchenko, Tat-Seng Chua, Irina Aristarkhova
2005	J	`jnl`	Clustering web pages about persons and organizations. Web Intell. Agent Syst. Shiren Ye, Tat-Seng Chua, Jeremy R. Kei
2005	—	`conf`	Combining text and audio-visual features in video indexing. ICASSP (5) Shih-Fu Chang, R. Manmatha, Tat-Seng Chua
2005	A*	`conf`	Dependency relation matching for answer selection. SIGIR Renxu Sun, Hang Cui, Keya Li, Min-Yen Kan, Tat-Seng Chua
2005	A	`conf`	Fusion of Multiple Asynchronous Information Sources for Event Detection in Soccer Video. ICME Huaxin Xu, Tat-Hoe Fong, Tat-Seng Chua
2005	A*	`conf`	Generic soft pattern models for definitional question answering. SIGIR Hang Cui, Min-Yen Kan, Tat-Seng Chua
2005	—	`ed.`	Image and Video Retrieval, 4th International Conference, CIVR 2005, Singapore, July 20-22, 2005, Proceedings CIVR Wee Kheng Leow, Michael S. Lew, Tat-Seng Chua, Wei-Ying Ma, Lekha Chaisorn, Erwin M. Bakker
2005	A*	`ed.`	Proceedings of the 13th ACM International Conference on Multimedia, Singapore, November 6-11, 2005 ACM Multimedia HongJiang Zhang, Tat-Seng Chua, Ralf Steinmetz, Mohan S. Kankanhalli, Lynn Wilcox
2005	A*	`conf`	Question answering passage retrieval using dependency relations. SIGIR Hang Cui, Renxu Sun, Keya Li, Min-Yen Kan, Tat-Seng Chua
2005	B	`conf`	Retrieval of News Video Using Video Sequence Matching. MMM Young-Tae Kim, Tat-Seng Chua
2005	—	`conf`	TRECVID 2005 by NUS PRIS. TRECVID Tat-Seng Chua, Shi-Yong Neo, Hai-Kiat Goh, Ming Zhao, Yang Xiao, Gang Wang
2005	—	`conf`	Using Syntactic and Semantic Relation Analysis in Question Answering. TREC Renxu Sun, Jing Jiang, Yee Fan Tan, Hang Cui, Tat-Seng Chua, Min-Yen Kan
2004	B	`conf`	A Learning-based Approach for Annotating Large On-Line Image Collection. MMM Huamin Feng, Tat-Seng Chua
2004	A*	`conf`	A MFoM learning approach to robust multiclass multi-label text categorization. ICML Sheng Gao, Wen Wu, Chin-Hui Lee, Tat-Seng Chua
2004	J	`jnl`	A Public Reference Implementation of the RAP Anaphora Resolution Algorithm CoRR Long Qiu, Min-Yen Kan, Tat-Seng Chua
2004	B	`conf`	A Public Reference Implementation of the RAP Anaphora Resolution Algorithm. LREC Long Qiu, Min-Yen Kan, Tat-Seng Chua
2004	A*	`conf`	A bootstrapping framework for annotating and retrieving WWW images. ACM Multimedia Huamin Feng, Rui Shi, Tat-Seng Chua
2004	A	`conf`	A hierarchical approach to story segmentation of large broadcast news video corpus. ICME Lekha Chaisorn, Tat-Seng Chua, Chin-Hui Lee, Qi Tian
2004	A*	`conf`	A semi-naïve Bayesian method incorporating clustering with pair-wise constraints for auto image annotation. ACM Multimedia Wanjun Jin, Rui Shi, Tat-Seng Chua
2004	—	`conf`	An Adaptive Image Content Representation and Segmentation Approach to Automatic Image Annotation. CIVR Rui Shi, Huamin Feng, Tat-Seng Chua, Chin-Hui Lee
2004	A*	`conf`	Between context-aware media capture and multimedia content analysis: where do we find the promised land? ACM Multimedia Susanne Boll, Dick C. A. Bulterman, Ramesh C. Jain, Tat-Seng Chua, Rainer Lienhart, Lynn Wilcox, Marc Davis, Svetha Venkatesh
2004	B	`conf`	Cascading Use of Soft and Hard Matching Pattern Rules for Weakly Supervised Information Extraction. COLING Jing Xiao, Tat-Seng Chua, Hang Cui
2004	—	`conf`	Detecting and Partitioning Data Objects in Complex Web Pages. Web Intelligence Shiren Ye, Tat-Seng Chua
2004	A*	`conf`	Effectiveness of web page classification on finding list answers. SIGIR Hui Yang, Tat-Seng Chua
2004	J	`jnl`	Evaluating Keyword Selection Methods for WEBSOM Text Archives. IEEE Trans. Knowl. Data Eng. Arnulfo P. Azcarraga, Teddy N. Yap Jr., Jonathan Tan, Tat-Seng Chua
2004	—	`conf`	FADA: find all distinct answers. WWW (Alternate Track Papers & Posters) Hui Yang, Tat-Seng Chua
2004	J	`jnl`	Global Rule Induction for Information Extraction. Int. J. Artif. Intell. Tools Jing Xiao, Tat-Seng Chua, Jimin Liu
2004	—	`conf`	National University of Singapore at the TREC 13 Question Answering Main Task. TREC Hang Cui, Keya Li, Renxu Sun, Tat-Seng Chua, Min-Yen Kan
2004	A	`conf`	Representation and retrieval of paintings based on art history concepts. ICME Yelizaveta Marchenko, Tat-Seng Chua, A. Irina, Ramesh C. Jain
2004	A*	`conf`	Story boundary detection in large broadcast news video archives: techniques, experience and trends. ACM Multimedia Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston H. Hsu
2004	—	`conf`	TRECVID 2004 Search and Feature Extraction Task by NUS PRIS. TRECVID Tat-Seng Chua, Shi-Yong Neo, Keya Li, Gang Wang, Rui Shi, Ming Zhao, Huaxin Xu
2004	—	`conf`	The fusion of audio-visual features and external knowledge for event detection in team sports video. Multimedia Information Retrieval Huaxin Xu, Tat-Seng Chua
2004	A*	`conf`	Unsupervised learning of soft patterns for generating definitions from online news. WWW Hang Cui, Min-Yen Kan, Tat-Seng Chua
2004	B	`conf`	Web-based List Question Answering. COLING Hui Yang, Tat-Seng Chua
2003	C	`conf`	A Framework to Customize a Face Model for Reusing Animation. Computer Graphics International Kaicheng Zhang, Zhiyong Huang, Tat-Seng Chua
2003	B	`conf`	A Global Rule Induction Approach to Information Extraction. ICTAI Jing Xiao, Tat-Seng Chua, Jimin Liu
2003	J	`jnl`	A Multi-Modal Approach to Story Segmentation for News Video. World Wide Web Lekha Chaisorn, Tat-Seng Chua, Chin-Hui Lee
2003	—	`conf`	A Two-Level Multi-Modal Approach for Story Segmentation of Large News Video Corpus. TRECVID Lekha Chaisorn, Tat-Seng Chua, Chun-Keat Koh, Yunlong Zhao, Huaxin Xu, Huamin Feng, Qi Tian
2003	—	`conf`	A bootstrapping approach to annotating large image collection. Multimedia Information Retrieval Huamin Feng, Tat-Seng Chua
2003	J	`jnl`	A cinematic-based framework for scene boundary detection in video. Vis. Comput. Jihua Wang, Tat-Seng Chua
2003	A*	`conf`	A maximal figure-of-merit learning approach to text categorization. SIGIR Sheng Gao, Wen Wu, Chin-Hui Lee, Tat-Seng Chua
2003	A*	`conf`	A mid-level representation framework for semantic sports video analysis. ACM Multimedia Ling-Yu Duan, Min Xu, Tat-Seng Chua, Qi Tian, Changsheng Xu
2003	B	`conf`	ATMRA: An Automatic Temporal Multi-resolution Analysis Framework for Shot Boundary Detection. MMM Huamin Feng, A. Chandrashekhara, Tat-Seng Chua
2003	—	`conf`	An unified framework for shot boundary detection via active learning. ICASSP (2) Tat-Seng Chua, Huamin Feng, A. Chandrashekhara
2003	C	`conf`	Automatic Tracking of Face Sequences in MPEG Video. Computer Graphics International Yunlong Zhao, Tat-Seng Chua
2003	A*	`conf`	Extracting Key Semantic Terms from Chinese Speech Query for Web Searches. ACL Gang Wang, Tat-Seng Chua, Yongcheng Wang
2003	A	`conf`	Face tracking in video with hybrid of Lucas-Kanade and condensation algorithm. ICME Chong Luo, Tat-Seng Chua, Teck Khim Ng
2003	—	`conf`	Fractional scaling of image and video in DCT domain. ICIP (1) Yunlong Zhao, Mohan S. Kankanhalli, Tat-Seng Chua
2003	A	`conf`	Hierarchical Indexing and Flexible Element Retrieval for Structured Document. ECIR Hang Cui, Ji-Rong Wen, Tat-Seng Chua
2003	—	`conf`	Modeling Web Knowledge for Answering Event-based Questions. WWW (Posters) Hui Yang, Tat-Seng Chua, Shuguang Wang
2003	—	`conf`	QUALIFIER In TREC-12 QA Main Task. TREC Hui Yang, Hang Cui, Mstislav Maslennikov, Long Qiu, Min-Yen Kan, Tat-Seng Chua
2003	A	`conf`	QUALIFIER: Question Answering by Lexical Fabric and External Resources. EACL Hui Yang, Tat-Seng Chua
2003	—	`conf`	Querying and Clustering Web Pages about Persons and Organizations. Web Intelligence Shiren Ye, Tat-Seng Chua, Jeremy R. Kei
2003	A*	`conf`	Structured use of external knowledge for event-based open domain question answering. SIGIR Hui Yang, Tat-Seng Chua, Shuguang Wang, Chun-Keat Koh
2003	A*	`conf`	VideoQA: question answering on news video. ACM Multimedia Hui Yang, Lekha Chaisorn, Yunlong Zhao, Shi-Yong Neo, Tat-Seng Chua
2002	A*	`conf`	A framework for video scene boundary detection. ACM Multimedia Jihua Wang, Tat-Seng Chua
2002	B	`conf`	An Agent-based Approach to Chinese Named Entity Recognition. COLING Shiren Ye, Tat-Seng Chua, Jimin Liu
2002	J	`jnl`	Comparing Keyword Extraction Techniques for WEBSOM Text Archives. Int. J. Artif. Intell. Tools Arnulfo P. Azcarraga, Teddy N. Yap Jr., Tat-Seng Chua
2002	J	`jnl`	Complementary Content. IEEE Multim. Tat-Seng Chua
2002	J	`jnl`	Detection of human faces in a compressed domain for video stratification. Vis. Comput. Tat-Seng Chua, Yunlong Zhao, Mohan S. Kankanhalli
2002	—	`conf`	Extracting Pronunciation-translated Names from Chinese Texts using Bootstrapping Approach. SIGHAN@COLING Jing Xiao, Jimin Liu, Tat-Seng Chua
2002	—	`conf`	Grouping Web Pages about Persons and Organizations for Information Extraction. ICADL Shiren Ye, Tat-Seng Chua, Jimin Liu, Jeremy R. Kei
2002	J	`jnl`	Guest Editorial: Modeling Multimedia Information and Systems. Multim. Tools Appl. Ahmed Karmouch, Tat-Seng Chua
2002	—	`conf`	Learning Pattern Rules for Chinese Named Entity Extraction. AAAI/IAAI Tat-Seng Chua, Jimin Liu
2002	—	`conf`	Retrieving News Stories from a News Integration Archive. ICADL Arnulfo P. Azcarraga, Tat-Seng Chua, Jonathan Tan
2002	J	`jnl`	Stratification Approach to Modeling Video. Multim. Tools Appl. Tat-Seng Chua, Liping Chen, Jihua Wang
2002	—	`conf`	Temporal Multi-Resolution Framework for Shot Boundary Detection and Keyframe Extraction. TREC A. Chandrashekhara, Huamin Feng, Tat-Seng Chua
2002	—	`conf`	The Integration of Lexical Knowledge and External Resources for Question Answering. TREC Hui Yang, Tat-Seng Chua
2002	—	`conf`	The Segmentation and Classification of Story Boundaries in News Video. VDB Lekha Chaisorn, Tat-Seng Chua
2002	—	`conf`	The segmentation of news video into story units. ICME (1) Lekha Chaisorn, Tat-Seng Chua, Chin-Hui Lee
2002	A	`conf`	Weighted graph based decision tree optimization for high accuracy acoustic modeling. INTERSPEECH Sheng Gao, Jinsong Zhang, Satoshi Nakamura, Chin-Hui Lee, Tat-Seng Chua
2001	A	`conf`	A Match and Tiling Approach to Content-based Video Retrieval. ICME Liping Chen, Tat-Seng Chua
2001	J	`jnl`	A Replication Strategy for Reducing Wait Time in Video-On-Demand Systems. Multim. Tools Appl. Tat-Seng Chua, Cheng Hian Goh, Beng Chin Ooi, Kian-Lee Tan
2001	J	`jnl`	Automatic proxy-based watermarking for WWW. Comput. Commun. Chi-Hung Chi, Yan-Hong Lin, Jing Deng, Xiang Li, Tat-Seng Chua
2001	A*	`conf`	Building Semantic Perceptron Net for Topic Spotting. ACL Jimin Liu, Tat-Seng Chua
2001	C	`ed.`	Computer Graphics International 2001 (CGI'01), July 3-6, 2001, Hong Kong, China, Proceedings Computer Graphics International Horace Ho-Shing Ip, Nadia Magnenat-Thalmann, Rynson W. H. Lau, Tat-Seng Chua
2000	J	`jnl`	Approximating Content-Based Object-Level Image Retrieval. Multim. Tools Appl. Wynne Hsu, Tat-Seng Chua, Hung Keng Pung
2000	—	`conf`	Detection of text captions in compressed domain video. ACM Multimedia Workshops Yi Zhang, Tat-Seng Chua
2000	—	`conf`	Temporal multiresolution analysis for video segmentation. Storage and Retrieval for Media Databases Yi Lin, Mohan S. Kankanhalli, Tat-Seng Chua
2000	J	`jnl`	Video Modeling Using Strata-Based Annotation. IEEE Multim. Mohan S. Kankanhalli, Tat-Seng Chua
1999	—	`conf`	Relevance Feedback Techniques for Image Retrieval Using Multiple Attributes. ICMCS, Vol. 1 Tat-Seng Chua, Chun-Xin Chu, Mohan S. Kankanhalli
1998	—	`conf`	An Empirical Study of Color-Spatial Retrieval Techniques for Large Image Databases. ICMCS Chia Yeow Yee, Kian-Lee Tan, Tat-Seng Chua, Beng Chin Ooi
1998	—	`conf`	Color-Based Pseudo Object Model for Image Retrieval with Relevance Feedback. AMCP Tat-Seng Chua, Chun-Xin Chu
1998	—	`conf`	Color-Based Relevance Feedback for Image Retrieval. IW-MMDBMS Wai-Chee Low, Tat-Seng Chua
1998	J	`jnl`	Fast Image Retrieval Using Color-Spatial Information. VLDB J. Beng Chin Ooi, Kian-Lee Tan, Tat-Seng Chua, Wynne Hsu
1998	B	`conf`	Relevance Feedback Techniques for Color-based Image Retrieval. MMM Tat-Seng Chua, Wai-Chee Low, Chun-Xin Chu
1997	—	`conf`	Fast Signature-Based Color-Spatial Image Retrieval. ICMCS Tat-Seng Chua, Kian-Lee Tan, Beng Chin Ooi
1997	B	`conf`	On Video-on-Demand sSrvers with Hierarchical Storage. DASFAA Kian-Lee Tan, Beng Chin Ooi, Tat-Seng Chua
1996	A*	`conf`	Disk Striping Strategies for Large Video-on-Demand Servers. ACM Multimedia Tat-Seng Chua, Jiandong Li, Beng Chin Ooi, Kian-Lee Tan
1996	—	`conf`	From Text Description to Animation Sequences. CA Tat-Seng Chua, Thiam-Beng Lim
1996	B	`conf`	Using Domain Knowledge in Querying Image Databases. MMM Tat-Seng Chua, Kah-Choo Teo, Beng Chin Ooi, Kian-Lee Tan
1995	J	`jnl`	A Video Retrieval and Sequencing System. ACM Trans. Inf. Syst. Tat-Seng Chua, Li-Qun Ruan
1995	A*	`conf`	An Integrated Color-Spatial Approach to Content-Based Image Retrieval. ACM Multimedia Wynne Hsu, Tat-Seng Chua, Hung Keng Pung
1995	—	`ch.`	Automatic Task Generation and View Control for 3D Graphical Manual. Computer Graphics Tat-Seng Chua
1995	J	`jnl`	Automatic generation and refinement of hypertext links. New Rev. Hypermedia Multim. Tat-Seng Chua, Chui-Har Choo
1994	—	`conf`	A Concept-Based Image Retrieval System. HICSS (3) Tat-Seng Chua, Hung Keng Pung, Guojun Lu, Hee-Sen Jong
1994	A*	`conf`	Content-Based Retrieval of Segmented Images. ACM Multimedia Tat-Seng Chua, S.-K. Lim, Hung Keng Pung
1993	B	`ed.`	1st International Conference on Multi-Media Modeling, MMM 1993, Singapore, November 9-12, 1993. MMM Tat-Seng Chua, Tosiyasu L. Kunii
1992	J	`jnl`	Applying relevance feedback to a photo archival system. J. Inf. Sci. Rosanne Price, Tat-Seng Chua, Suliman Al-Hawamdeh
1991	J	`jnl`	A model for integrating multimedia information around 3D graphics hierarchies. Vis. Comput. Luis Serra, Tat-Seng Chua, Wei-Shoong Teh
1991	J	`jnl`	Supporting Composition in a Hypermedia Environment. Hypermedia Tat-Seng Chua, Elaine Pui-Man Lai
1989	—	`conf`	On the Design of a Frame-Based Hypermedia System. UK Hypertext Toh-Tzu Koh, Peing Ling Loo, Tat-Seng Chua
1987	J	`jnl`	A Synthetic Instruction Mix for Evaluating Microprocessor Performance. IEEE Micro John McCallum, Tat-Seng Chua
1984	J	`jnl`	Using microcomputers in computer education. ACM SIGCSE Bull. Tat-Seng Chua, John McCallum
1982	—	`—`	Mathematical software for gas transmission networks. Tat-Seng Chua