Xin Wang

270 papers A* 108A 14B 4C 1Journal 122Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
AV-Unified: A Unified Framework for Audio-visual Scene Understanding.
CoRR
Guangyao Li, Xin Wang, Wenwu Zhu
2026 A* conf
Cross-Scale Collaboration between LLMs and Lightweight Sequential Recommenders with Domain-Specific Latent Reasoning.
AAAI
Yipeng Zhang, Xin Wang, Hong Chen, Junwei Pan, Qian Li, Jun Zhang, Jie Jiang, Hong Mei, Wenwu Zhu
2026 J jnl
DiViCo: Disentangled Visual Token Compression for Efficient Large Vision-Language Model.
IEEE Trans. Circuits Syst. Video Technol.
Xin Wang, Zirui Pan, Hong Chen, Wenwu Zhu
2026 A* conf
Disentangled Graph LLM for Molecule Graph Editing under Distribution Shifts.
WWW
Yang Yao, Xin Wang, Yuan Meng, Zeyang Zhang, Hong Mei, Wenwu Zhu
2026 J jnl
Multi-Modal Generative AI: Multi-Modal LLMs, Diffusions, and the Unification.
IEEE Trans. Circuits Syst. Video Technol.
Xin Wang, Yuwei Zhou, Bin Huang, Hong Chen, Wenwu Zhu
2026 J jnl
Out-of-Distribution Generalization in Graph Foundation Models.
CoRR
Haoyang Li, Haibo Chen, Xin Wang, Wenwu Zhu
2026 J jnl
Revisiting Transformation Invariant Geometric Deep Learning: An Initial Representation Perspective.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziwei Zhang, Xin Wang, Zeyang Zhang, Peng Cui, Wenwu Zhu
2026 J jnl
Self-evolving Embodied AI.
CoRR
Tongtong Feng, Xin Wang, Wenwu Zhu
2026 J jnl
Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding.
CoRR
Houlun Chen, Xin Wang, Guangyao Li, Yuwei Zhou, Yihan Chen, Jia Jia, Wenwu Zhu
2026 A* conf
U2UData+: A Scalable Swarm UAVs Autonomous Flight Dataset for Embodied Long-horizon Tasks.
AAAI
Tongtong Feng, Xin Wang, Feilin Han, Leping Zhang, Wenwu Zhu
2026 J jnl
Uncertainty-Aware Disentangled Dynamic Graph Attention Network for Out-of-Distribution Generalization.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Wang, Haoyang Li, Zeyang Zhang, Haibo Chen, Tong Xiao, Kehan Li, Wenwu Zhu
2025 — conf
14.3 A 28nm 17.83-to-62.84TFLOPS/W Broadcast-Alignment Floating-Point CIM Macro with Non-Two's-Complement MAC for CNNs and Transformers.
ISSCC
Xing Wang, Tianhui Jiao, Yi Yang, Shaochen Li, Dongqi Li, An Guo, Yuhui Shi, Yuchen Tang, Jinwu Chen, Zhican Zhang, Zhichao Liu, Bo Liu, Weiwei Shan, Xin Wang, Hao Cai, Wenwu Zhu, Jun Yang, Xin Si
2025 J jnl
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions.
ACM Comput. Surv.
Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao Li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester
2025 J jnl
Aerial World Model for Long-horizon Visual Generation and Navigation in 3D Space.
CoRR
Weichen Zhang, Peizhi Tang, Xin Zeng, Fanhang Man, Shiquan Yu, Zichao Dai, Baining Zhao, Hongjin Chen, Yu Shang, Wei Wu, Chen Gao, Xinlei Chen, Xin Wang, Yong Li, Wenwu Zhu
2025 J jnl
AirScape: An Aerial Generative World Model with Motion Controllability.
CoRR
Baining Zhao, Rongze Tang, Mingyuan Jia, Ziyou Wang, Fanghang Man, Xin Zhang, Yu Shang, Weichen Zhang, Chen Gao, Wei Wu, Xin Wang, Xinlei Chen, Yong Li
2025 B conf
Aligning Large Multimodal Model with Sequential Recommendation via Content-Behavior Guidance.
ICMR
Zihao Wu, Xin Wang, Heng Chang, Hong Chen, Lifeng Sun, Wenwu Zhu
2025 A* conf
AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization.
ICML
Haibo Chen, Xin Wang, Zeyang Zhang, Haoyang Li, Ling Feng, Wenwu Zhu
2025 J jnl
Automated Disentangled Sequential Recommendation with Large Language Models.
ACM Trans. Inf. Syst.
Xin Wang, Hong Chen, Zirui Pan, Yuwei Zhou, Chaoyu Guan, Lifeng Sun, Wenwu Zhu
2025 A* conf
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation.
AAAI
Chendi Ge, Xin Wang, Ziwei Zhang, Yijian Qin, Hong Chen, Haiyang Wu, Yang Zhang, Yuekui Yang, Wenwu Zhu
2025 J jnl
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation.
CoRR
Chendi Ge, Xin Wang, Ziwei Zhang, Yijian Qin, Hong Chen, Haiyang Wu, Yang Zhang, Yuekui Yang, Wenwu Zhu
2025 J jnl
BiTAgent: A Task-Aware Modular Framework for Bidirectional Coupling between Multimodal Large Language Models and World Models.
CoRR
Yuwei Zhan, Xin Wang, Pengzhe Mao, Tongtong Feng, Ren Wang, Wenwu Zhu
2025 — conf
Causal-aware Graph Neural Architecture Search under Distribution Shifts.
KDD (2)
Peiwen Li, Xin Wang, Zeyang Zhang, Ziwei Zhang, Fang Shen, Jialong Wang, Yang Li, Wenwu Zhu
2025 J jnl
Disentangled Dynamic Graph Attention Network for Out-of-Distribution Sequential Recommendation.
ACM Trans. Inf. Syst.
Zeyang Zhang, Xin Wang, Haibo Chen, Haoyang Li, Wenwu Zhu
2025 A* conf
Disentangling Invariant Subgraph via Variance Contrastive Estimation under Distribution Shifts.
ICML
Haoyang Li, Xin Wang, Xueling Zhu, Weigao Wen, Wenwu Zhu
2025 A* conf
DyNAS-DDI: Dynamic Pairwise Architecture Search for Generalizable Drug-Drug Interaction LLM.
ACM Multimedia
Linxin Xiao, Xin Wang, Zeyang Zhang, Yang Yao, Wenwu Zhu
2025 A* conf
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning.
ICML
Chendi Ge, Xin Wang, Zeyang Zhang, Hong Chen, Jiapei Fan, Longtao Huang, Hui Xue, Wenwu Zhu
2025 J jnl
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning.
CoRR
Chendi Ge, Xin Wang, Zeyang Zhang, Hong Chen, Jiapei Fan, Longtao Huang, Hui Xue, Wenwu Zhu
2025 J jnl
Embodied AI: From LLMs to World Models.
CoRR
Tongtong Feng, Xin Wang, Yu-Gang Jiang, Wenwu Zhu
2025 A* conf
Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning.
ACM Multimedia
Baining Zhao, Ziyou Wang, Jianjie Fang, Chen Gao, Fanhang Man, Jinqiang Cui, Xin Wang, Xinlei Chen, Yong Li, Wenwu Zhu
2025 J jnl
Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning.
CoRR
Baining Zhao, Ziyou Wang, Jianjie Fang, Chen Gao, Fanhang Man, Jinqiang Cui, Xin Wang, Xinlei Chen, Yong Li, Wenwu Zhu
2025 J jnl
EvoAgent: Agent Autonomous Evolution with Continual World Model for Long-Horizon Tasks.
CoRR
Tongtong Feng, Xin Wang, Zekai Zhou, Ren Wang, Yuwei Zhan, Guangyao Li, Qing Li, Wenwu Zhu
2025 — conf
Graph Machine Learning under Distribution Shifts: Adaptation, Generalization and Extension to LLM.
WWW (Companion Volume)
Xin Wang, Haoyang Li, Zeyang Zhang, Wenwu Zhu
2025 J jnl
Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Hamido Fujita, Bo Li, Yiyu Yao, Xinbo Gao, Maoguo Gong, Ivan Lee, Martin Ester, Xin Wang
2025 A* conf
Identity-Text Video Corpus Grounding.
AAAI
Bin Huang, Xin Wang, Hong Chen, Houlun Chen, Yaofei Wu, Wenwu Zhu
2025 A* conf
Improving Compositional Generalization in Cross-Embodiment Learning via Mixture of Disentangled Prototypes.
ACM Multimedia
Ren Wang, Xin Wang, Tongtong Feng, Xinyue Gong, Guangyao Li, Yu-Wei Zhan, Qing Li, Wenwu Zhu
2025 A* conf
JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration.
AAAI
Mingzi Wang, Yuan Meng, Chen Tang, Weixiang Zhang, Yijian Qin, Yang Yao, Yingxin Li, Tongtong Feng, Xin Wang, Xun Guan, Zhi Wang, Wenwu Zhu
2025 J jnl
JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration.
CoRR
Mingzi Wang, Yuan Meng, Chen Tang, Weixiang Zhang, Yijian Qin, Yang Yao, Yingxin Li, Tongtong Feng, Xin Wang, Xun Guan, Zhi Wang, Wenwu Zhu
2025 A conf
Localizing Step-by-Step: Multimodal Long Video Temporal Grounding with LLM.
ICME
Houlun Chen, Xin Wang, Hong Chen, Wei Feng, Zihan Song, Jia Jia, Wenwu Zhu
2025 J jnl
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models.
CoRR
Xin Wang, Haoyang Li, Zeyang Zhang, Haibo Chen, Wenwu Zhu
2025 A* conf
Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM.
AAAI
Zirui Pan, Xin Wang, Yipeng Zhang, Hong Chen, Kwan Man Cheng, Yaofei Wu, Wenwu Zhu
2025 J jnl
Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM.
CoRR
Zirui Pan, Xin Wang, Yipeng Zhang, Hong Chen, Kwan Man Cheng, Yaofei Wu, Wenwu Zhu
2025 A* conf
Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering.
ICML
Zihan Song, Xin Wang, Zi Qian, Hong Chen, Longtao Huang, Hui Xue, Wenwu Zhu
2025 A* conf
ModuleTeam: Open-Set Multi-Conditional Image Generation with Training-Free Latent Mixture of Any Control Module.
ACM Multimedia
Yuwei Zhou, Xin Wang, Hong Chen, Yipeng Zhang, Zeyang Zhang, Wenwu Zhu
2025 A conf
Multi-sentence Video Grounding for Long Video Generation.
ICME
Wei Feng, Xin Wang, Hong Chen, Zeyang Zhang, Wenwu Zhu
2025 J jnl
Out-of-Distribution Generalization on Graphs: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu
2025 J jnl
PhyVLLM: Physics-Guided Video Language Model with Motion-Appearance Disentanglement.
CoRR
Yuwei Zhan, Xin Wang, Hong Chen, Tongtong Feng, Wei Feng, Ren Wang, Guangyao Li, Qing Li, Wenwu Zhu
2025 A* conf
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers.
CVPR
Lei Chen, Yuan Meng, Chen Tang, Xinzhu Ma, Jingyan Jiang, Xin Wang, Zhi Wang, Wenwu Zhu
2025 J jnl
SVIFNN: Robust Inpainting Fourier Neural Network for SST Scientific Visualization Image Leveraging Significant Stability and Nonsignificant Anomalies.
IEEE Trans. Geosci. Remote. Sens.
Zijie Zuo, Jie Nie, Xin Wang, Junyu Dong
2025 J jnl
ScenarioDiff: Text-to-video Generation with Dynamic Transformations of Scene Conditions.
Int. J. Comput. Vis.
Yipeng Zhang, Xin Wang, Hong Chen, Chenyang Qin, Yibo Hao, Hong Mei, Wenwu Zhu
2025 A* conf
Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum.
ICML
Haoyang Li, Xin Wang, Zeyang Zhang, Zongyuan Wu, Linxin Xiao, Wenwu Zhu
2025 J jnl
The Point, the Vision and the Text: Does Point Cloud Boost Spatial Reasoning of Large Language Models?
CoRR
Weichen Zhang, Ruiying Peng, Chen Gao, Jianjie Fang, Xin Zeng, Kaiyuan Li, Ziyou Wang, Jinqiang Cui, Xin Wang, Xinlei Chen, Yong Li
2025 A* conf
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards.
CVPR
Zijing Hu, Fengda Zhang, Long Chen, Kun Kuang, Jiahui Li, Kaifeng Gao, Jun Xiao, Xin Wang, Wenwu Zhu
2025 J jnl
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards.
CoRR
Zijing Hu, Fengda Zhang, Long Chen, Kun Kuang, Jiahui Li, Kaifeng Gao, Jun Xiao, Xin Wang, Wenwu Zhu
2025 J jnl
Towards Multi-modal Graph Large Language Model.
CoRR
Xin Wang, Zeyang Zhang, Linxin Xiao, Haibo Chen, Chendi Ge, Wenwu Zhu
2025 J jnl
Towards multimodal graph large language model.
Sci. China Inf. Sci.
Xin Wang, Zeyang Zhang, Linxin Xiao, Haibo Chen, Chendi Ge, Wenwu Zhu
2025 J jnl
U2UData-2: A Scalable Swarm UAVs Autonomous Flight Dataset for Long-horizon Tasks.
CoRR
Tongtong Feng, Xin Wang, Feilin Han, Leping Zhang, Wenwu Zhu
2025 J jnl
VideoDreamer: Customized Multi-Subject Text-to-Video Generation With Disen-Mix Finetuning on Language-Video Foundation Models.
IEEE Trans. Multim.
Hong Chen, Xin Wang, Guanning Zeng, Yipeng Zhang, Yuwei Zhou, Feilin Han, Yaofei Wu, Wenwu Zhu
2024 J jnl
Causal-Aware Graph Neural Architecture Search under Distribution Shifts.
CoRR
Peiwen Li, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Jialong Wang, Yang Li, Wenwu Zhu
2024 J jnl
Clustered remote sensing target distribution detection aided by density-based spatial analysis.
Int. J. Appl. Earth Obs. Geoinformation
Puti Yan, Jixiang Zhao, Runze Hou, Xuguang Duan, Shaoxiong Cai, Xin Wang
2024 C conf
Context Constraints-Guided Reconstruction Robust Network for Cloud-Induced Extensive Missing Area in Sea Surface Temperature.
IGARSS
Zijie Zuo, Jie Nie, Xin Wang, Xinyue Liang, Bo Yin
2024 A* conf
CurBench: Curriculum Learning Benchmark.
ICML
Yuwei Zhou, Zirui Pan, Xin Wang, Hong Chen, Haoyang Li, Yanwen Huang, Zhixiao Xiong, Fangzhou Xiong, Peiyang Xu, Shengnan Liu, Wenwu Zhu
2024 A* conf
Curriculum Learning for Multimedia in the Era of Large Language Models.
ACM Multimedia
Xin Wang, Yuwei Zhou, Hong Chen, Wenwu Zhu
2024 — conf
Curriculum Learning: Theories, Approaches, Applications, Tools, and Future Directions in the Era of Large Language Models.
WWW (Companion Volume)
Xin Wang, Yuwei Zhou, Hong Chen, Wenwu Zhu
2024 A conf
Customized Cross-device Neural Architecture Search with Images.
ICME
Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei
2024 B conf
DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction.
CogSci
Chen Zhu, Liang Du, Hong Chen, Shuang Zhao, Zixun Sun, Xin Wang, Wenwu Zhu
2024 A* conf
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts.
AAAI
Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei
2024 A* conf
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation.
ICLR
Hong Chen, Yipeng Zhang, Simin Wu, Xin Wang, Xuguang Duan, Yuwei Zhou, Wenwu Zhu
2024 J jnl
DisenDreamer: Subject-Driven Text-to-Image Generation With Sample-Aware Disentangled Tuning.
IEEE Trans. Circuits Syst. Video Technol.
Hong Chen, Yipeng Zhang, Xin Wang, Xuguang Duan, Yuwei Zhou, Wenwu Zhu
2024 A* conf
DisenStudio: Customized Multi-Subject Text-to-Video Generation with Disentangled Spatial Control.
ACM Multimedia
Hong Chen, Xin Wang, Yipeng Zhang, Yuwei Zhou, Zeyang Zhang, Siao Tang, Wenwu Zhu
2024 J jnl
DisenStudio: Customized Multi-subject Text-to-Video Generation with Disentangled Spatial Control.
CoRR
Hong Chen, Xin Wang, Yipeng Zhang, Yuwei Zhou, Zeyang Zhang, Siao Tang, Wenwu Zhu
2024 A* conf
Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet.
ICML
Zeyang Zhang, Xin Wang, Yijian Qin, Hong Chen, Ziwei Zhang, Xu Chu, Wenwu Zhu
2024 A* conf
Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization.
ICML
Haoyang Li, Xin Wang, Zeyang Zhang, Haibo Chen, Ziwei Zhang, Wenwu Zhu
2024 J jnl
Disentangled Representation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Wang, Hong Chen, Si'ao Tang, Zihao Wu, Wenwu Zhu
2024 J jnl
Dynamic Spatio-Temporal Graph Reasoning for VideoQA With Self-Supervised Event Recognition.
IEEE Trans. Image Process.
Jie Nie, Xin Wang, Runze Hou, Guohao Li, Hong Chen, Wenwu Zhu
2024 J jnl
Exploring the Potential of Large Language Models in Graph Generation.
CoRR
Yang Yao, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Xu Chu, Yuekui Yang, Wenwu Zhu, Hong Mei
2024 — conf
HCMA'24: The 5th International Workshop on Human-centric Multimedia Analysis Summary.
HCMA@MM
Hongyuan Zhu, Jingkuan Song, Wu Liu, Dingwen Zhang, Wenbing Huang, Xin Wang
2024 J jnl
Invariant Node Representation Learning under Distribution Shifts with Multiple Latent Environments.
ACM Trans. Inf. Syst.
Haoyang Li, Ziwei Zhang, Xin Wang, Wenwu Zhu
2024 J jnl
LLM-Enhanced Causal Discovery in Temporal Domain from Interventional Data.
CoRR
Peiwen Li, Xin Wang, Zeyang Zhang, Yuan Meng, Fang Shen, Yue Li, Jialong Wang, Yang Li, Wenwu Zhu
2024 A* conf
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs?
KDD
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Wenwu Zhu
2024 A* conf
Large Language Model with Curriculum Reasoning for Visual Concept Recognition.
KDD
Yipeng Zhang, Xin Wang, Hong Chen, Jiapei Fan, Weigao Wen, Hui Xue, Hong Mei, Wenwu Zhu
2024 J jnl
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond.
CoRR
Hong Chen, Xin Wang, Yuwei Zhou, Bin Huang, Yipeng Zhang, Wei Feng, Houlun Chen, Zeyang Zhang, Siao Tang, Wenwu Zhu
2024 J jnl
Multi-sentence Video Grounding for Long Video Generation.
CoRR
Wei Feng, Xin Wang, Hong Chen, Zeyang Zhang, Wenwu Zhu
2024 — conf
Multi-weather Cross-view Geo-localization Using Denoising Diffusion Models.
UAVM
Tongtong Feng, Qing Li, Xin Wang, Mingzi Wang, Guangyao Li, Wenwu Zhu
2024 J jnl
Multi-weather Cross-view Geo-localization Using Denoising Diffusion Models.
CoRR
Tongtong Feng, Qing Li, Xin Wang, Mingzi Wang, Guangyao Li, Wenwu Zhu
2024 A* conf
Multimodal Graph Neural Architecture Search under Distribution Shifts.
AAAI
Jie Cai, Xin Wang, Haoyang Li, Ziwei Zhang, Wenwu Zhu
2024 A* conf
Neighbor Does Matter: Curriculum Global Positive-Negative Sampling for Vision-Language Pre-training.
ACM Multimedia
Bin Huang, Feng He, Qi Wang, Hong Chen, Guohao Li, Zhifan Feng, Xin Wang, Wenwu Zhu
2024 A* conf
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network: (Extended Abstract).
ICDE
Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu
2024 — conf
Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models.
ECCV (56)
Siao Tang, Xin Wang, Hong Chen, Chaoyu Guan, Zewen Wu, Yansong Tang, Wenwu Zhu
2024 — ed.
Proceedings of the 5th International Workshop on Human-centric Multimedia Analysis, HCMA2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024
HCMA@MM
Hongyuan Zhu, Jingkuan Song, Wu Liu, Dingwen Zhang, Wenbing Huang, Xin Wang
2024 J jnl
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers.
CoRR
Lei Chen, Yuan Meng, Chen Tang, Xinzhu Ma, Jingyan Jiang, Xin Wang, Zhi Wang, Wenwu Zhu
2024 A conf
RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model.
CIKM
Peiwen Li, Xin Wang, Zeyang Zhang, Yuan Meng, Fang Shen, Yue Li, Jialong Wang, Yang Li, Wenwu Zhu
2024 A* conf
Rethinking Propagation for Unsupervised Graph Domain Adaptation.
AAAI
Meihan Liu, Zeyu Fang, Zhen Zhang, Ming Gu, Sheng Zhou, Xin Wang, Jiajun Bu
2024 J jnl
Rethinking Propagation for Unsupervised Graph Domain Adaptation.
CoRR
Meihan Liu, Zeyu Fang, Zhen Zhang, Ming Gu, Sheng Zhou, Xin Wang, Jiajun Bu
2024 J jnl
Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification.
IEEE Trans. Knowl. Data Eng.
Xin Wang, Heng Chang, Beini Xie, Tian Bian, Shiji Zhou, Daixin Wang, Zhiqiang Zhang, Wenwu Zhu
2024 J jnl
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts.
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Zhou Qin, Weigao Wen, Hui Xue, Haoyang Li, Wenwu Zhu
2024 A* conf
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification.
KDD
Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu
2024 J jnl
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification.
CoRR
Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu
2024 A* conf
U2UData: A Large-scale Cooperative Perception Dataset for Swarm UAVs Autonomous Flight.
ACM Multimedia
Tongtong Feng, Xin Wang, Feilin Han, Leping Zhang, Wenwu Zhu
2024 J jnl
U2UData: A Large-scale Cooperative Perception Dataset for Swarm UAVs Autonomous Flight.
CoRR
Tongtong Feng, Xin Wang, Feilin Han, Leping Zhang, Wenwu Zhu
2024 A* conf
U2USim - A UAV Telepresence Simulation Platform with Multi-agent Sensing and Dynamic Environment.
ACM Multimedia
Feilin Han, Leping Zhang, Xin Wang, Ke-Ao Zhao, Ying Zhong, Ziyi Su, Tongtong Feng, Wenwu Zhu
2024 J jnl
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision.
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu
2024 J jnl
Unsupervised Image Sequence Registration and Enhancement for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Runze Hou, Puti Yan, Xuguang Duan, Xin Wang
2024 A* conf
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding.
NeurIPS
Houlun Chen, Xin Wang, Hong Chen, Zeyang Zhang, Wei Feng, Bin Huang, Jia Jia, Wenwu Zhu
2024 J jnl
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding.
CoRR
Houlun Chen, Xin Wang, Hong Chen, Zeyang Zhang, Wei Feng, Bin Huang, Jia Jia, Wenwu Zhu
2024 A* conf
VTimeLLM: Empower LLM to Grasp Video Moments.
CVPR
Bin Huang, Xin Wang, Hong Chen, Zihan Song, Wenwu Zhu
2023 J jnl
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaohan Lan, Yitian Yuan, Xin Wang, Long Chen, Zhi Wang, Lin Ma, Wenwu Zhu
2023 J jnl
A Survey on Temporal Sentence Grounding in Videos.
ACM Trans. Multim. Comput. Commun. Appl.
Xiaohan Lan, Yitian Yuan, Xin Wang, Zhi Wang, Wenwu Zhu
2023 A* conf
Adaptive Disentangled Transformer for Sequential Recommendation.
KDD
Yipeng Zhang, Xin Wang, Hong Chen, Wenwu Zhu
2023 J jnl
Adversarial Attack Framework on Graph Embedding Models With Limited Knowledge.
IEEE Trans. Knowl. Data Eng.
Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Xin Wang, Wenwu Zhu, Junzhou Huang
2023 A* conf
Adversarially Robust Neural Architecture Search for Graph Neural Networks.
CVPR
Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu
2023 J jnl
Adversarially Robust Neural Architecture Search for Graph Neural Networks.
CoRR
Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu
2023 A* conf
AutoGT: Automated Graph Transformer Architecture Search.
ICLR
Zizhao Zhang, Xin Wang, Chaoyu Guan, Ziwei Zhang, Haoyang Li, Wenwu Zhu
2023 A conf
Causal Discovery in Temporal Domain from Interventional Data.
CIKM
Peiwen Li, Yuan Meng, Xin Wang, Fang Shen, Yue Li, Jialong Wang, Wenwu Zhu
2023 A* conf
Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization.
WWW
Xin Wang, Yue Liu, Jiapei Fan, Weigao Wen, Hui Xue, Wenwu Zhu
2023 J jnl
Continual Recognition with Adaptive Memory Update.
ACM Trans. Multim. Comput. Commun. Appl.
Xuanrong Yao, Xin Wang, Yue Liu, Wenwu Zhu
2023 A* conf
Cross-domain Recommendation with Behavioral Importance Perception.
WWW
Hong Chen, Xin Wang, Ruobing Xie, Yuwei Zhou, Wenwu Zhu
2023 A* conf
Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation.
ICML
Xin Wang, Zirui Pan, Yuwei Zhou, Hong Chen, Chendi Ge, Wenwu Zhu
2023 A* conf
Curriculum Graph Machine Learning: A Survey.
IJCAI
Haoyang Li, Xin Wang, Wenwu Zhu
2023 J jnl
Curriculum Graph Machine Learning: A Survey.
CoRR
Haoyang Li, Xin Wang, Wenwu Zhu
2023 A* conf
Curriculum Multi-Negative Augmentation for Debiased Video Grounding.
AAAI
Xiaohan Lan, Yitian Yuan, Hong Chen, Xin Wang, Zequn Jie, Lin Ma, Zhi Wang, Wenwu Zhu
2023 A* conf
Curriculum-Listener: Consistency- and Complementarity-Aware Audio-Enhanced Temporal Sentence Grounding.
ACM Multimedia
Houlun Chen, Xin Wang, Xiaohan Lan, Hong Chen, Xuguang Duan, Jia Jia, Wenwu Zhu
2023 J jnl
DELTA: Direct Embedding Enhancement and Leverage Truncated Conscious Attention for Recommendation System.
CoRR
Chen Zhu, Liang Du, Xin Wang, Wenwu Zhu
2023 A* conf
Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering.
ICCV
Zi Qian, Xin Wang, Xuguang Duan, Pengda Qin, Yuhong Li, Wenwu Zhu
2023 J jnl
DeepLogic: Joint Learning of Neural Perception and Logical Reasoning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xuguang Duan, Xin Wang, Peilin Zhao, Guangyao Shen, Wenwu Zhu
2023 A* conf
Diff4Rec: Sequential Recommendation with Curriculum-scheduled Diffusion Augmentation.
ACM Multimedia
Zihao Wu, Xin Wang, Hong Chen, Kaidong Li, Yi Han, Lifeng Sun, Wenwu Zhu
2023 J jnl
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation.
CoRR
Hong Chen, Yipeng Zhang, Xin Wang, Xuguang Duan, Yuwei Zhou, Wenwu Zhu
2023 J jnl
Disentangled Graph Contrastive Learning With Independence Promotion.
IEEE Trans. Knowl. Data Eng.
Haoyang Li, Ziwei Zhang, Xin Wang, Wenwu Zhu
2023 A* conf
Disentangled Representation Learning for Multimedia.
ACM Multimedia
Xin Wang, Hong Chen, Wenwu Zhu
2023 J jnl
Disentangled Representation Learning for Recommendation.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Wang, Hong Chen, Yuwei Zhou, Jianxin Ma, Wenwu Zhu
2023 J jnl
Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs.
CoRR
Yijian Qin, Xin Wang, Ziwei Zhang, Wenwu Zhu
2023 A* conf
Dynamic Heterogeneous Graph Attention Neural Architecture Search.
AAAI
Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu
2023 J jnl
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs.
IEEE Trans. Knowl. Data Eng.
Ziwei Zhang, Peng Cui, Jian Pei, Xin Wang, Wenwu Zhu
2023 — conf
Global-Local GraphFormer: Towards Better Understanding of User Intentions in Sequential Recommendation.
MMAsia
Hong Chen, Bin Huang, Xin Wang, Yuwei Zhou, Wenwu Zhu
2023 J jnl
Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos.
CoRR
Houlun Chen, Xin Wang, Hong Chen, Zihan Song, Jia Jia, Wenwu Zhu
2023 A* conf
H2V4Sports: Real-Time Horizontal-to-Vertical Video Converter for Sports Lives via Fast Object Detection and Tracking.
ACM Multimedia
Yi Han, Kaidong Li, Zihan Song, Wei Feng, Xiang Cao, Shida Guo, Xin Wang, Xuguang Duan, Wenwu Zhu
2023 A* conf
HCMA '23: 4th International Workshop on Human-Centric Multimedia Analysis.
ACM Multimedia
Jingkuan Song, Wu Liu, Xinchen Liu, Dingwen Zhang, Chaowei Fang, Hongyuan Zhu, Wenbing Huang, John Smith, Xin Wang
2023 A* conf
Intention-aware Sequential Recommendation with Structured Intent Transition : (Extended Abstract).
ICDE
Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu
2023 A* conf
Intra- and Inter-Modal Curriculum for Multimodal Learning.
ACM Multimedia
Yuwei Zhou, Xin Wang, Hong Chen, Xuguang Duan, Wenwu Zhu
2023 A* conf
Joint Data-Task Generation for Auxiliary Learning.
NeurIPS
Hong Chen, Xin Wang, Yuwei Zhou, Yijian Qin, Chaoyu Guan, Wenwu Zhu
2023 J jnl
LLM4DyG: Can Large Language Models Solve Problems on Dynamic Graphs?
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Simin Wu, Wenwu Zhu
2023 J jnl
LLM4VG: Large Language Models Evaluation for Video Grounding.
CoRR
Wei Feng, Xin Wang, Hong Chen, Zeyang Zhang, Zihan Song, Yuwei Zhou, Wenwu Zhu
2023 J jnl
Large Graph Models: A Perspective.
CoRR
Ziwei Zhang, Haoyang Li, Zeyang Zhang, Yijian Qin, Xin Wang, Wenwu Zhu
2023 J jnl
Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search.
CoRR
Siao Tang, Xin Wang, Hong Chen, Chaoyu Guan, Yansong Tang, Wenwu Zhu
2023 J jnl
Long-term multivariate time series forecasting in data centers based on multi-factor separation evolutionary spatial-temporal graph neural networks.
Knowl. Based Syst.
Fang Shen, Jialong Wang, Ziwei Zhang, Xin Wang, Yue Li, Zhaowei Geng, Bing Pan, Zengyi Lu, Wendy Zhao, Wenwu Zhu
2023 A* conf
Mixup-Augmented Temporally Debiased Video Grounding with Content-Location Disentanglement.
ACM Multimedia
Xin Wang, Zihao Wu, Hong Chen, Xiaohan Lan, Wenwu Zhu
2023 A* conf
Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum.
NeurIPS
Yijian Qin, Xin Wang, Ziwei Zhang, Hong Chen, Wenwu Zhu
2023 — conf
Multimedia Cognition and Evaluation in Open Environments.
MCGE@MM
Wei Feng, Haoyang Li, Xin Wang, Xuguang Duan, Zi Qian, Wu Liu, Wenwu Zhu
2023 J jnl
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network.
IEEE Trans. Knowl. Data Eng.
Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu
2023 J jnl
Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction.
CoRR
Zeyang Zhang, Xingwang Li, Fei Teng, Ning Lin, Xueling Zhu, Xin Wang, Wenwu Zhu
2023 J jnl
Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion.
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Wenwu Zhu
2023 J jnl
Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models.
CoRR
Siao Tang, Xin Wang, Hong Chen, Chaoyu Guan, Zewen Wu, Yansong Tang, Wenwu Zhu
2023 J jnl
STDMANet: Spatio-Temporal Differential Multiscale Attention Network for Small Moving Infrared Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Puti Yan, Runze Hou, Xuguang Duan, Chengfei Yue, Xin Wang, Xibin Cao
2023 A* conf
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts.
NeurIPS
Zeyang Zhang, Xin Wang, Ziwei Zhang, Zhou Qin, Weigao Wen, Hui Xue, Haoyang Li, Wenwu Zhu
2023 A* conf
TIVA-KG: A Multimodal Knowledge Graph with Text, Image, Video and Audio.
ACM Multimedia
Xin Wang, Benyuan Meng, Hong Chen, Yuan Meng, Ke Lv, Wenwu Zhu
2023 — conf
Tutorials at The Web Conference 2023.
WWW (Companion Volume)
Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
2023 A* conf
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision.
NeurIPS
Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu
2023 J jnl
VTimeLLM: Empower LLM to Grasp Video Moments.
CoRR
Bin Huang, Xin Wang, Hong Chen, Zihan Song, Wenwu Zhu
2023 J jnl
VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning.
CoRR
Hong Chen, Xin Wang, Guanning Zeng, Yipeng Zhang, Yuwei Zhou, Feilin Han, Wenwu Zhu
2023 A* conf
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks.
ICML
Xu Chu, Yujie Jin, Xin Wang, Shanghang Zhang, Yasha Wang, Wenwu Zhu, Hong Mei
2022 J jnl
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach.
CoRR
Xiaohan Lan, Yitian Yuan, Xin Wang, Long Chen, Zhi Wang, Lin Ma, Wenwu Zhu
2022 J jnl
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions.
CoRR
Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao Li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester
2022 J jnl
A Survey on Curriculum Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Wang, Yudong Chen, Wenwu Zhu
2022 A* conf
AVQA: A Dataset for Audio-Visual Question Answering on Videos.
ACM Multimedia
Pinci Yang, Xin Wang, Xuguang Duan, Hong Chen, Runze Hou, Cong Jin, Wenwu Zhu
2022 J jnl
Automated Graph Machine Learning: Approaches, Libraries and Directions.
CoRR
Xin Wang, Ziwei Zhang, Wenwu Zhu
2022 A* conf
Auxiliary Learning with Joint Task and Data Scheduling.
ICML
Hong Chen, Xin Wang, Chaoyu Guan, Yue Liu, Wenwu Zhu
2022 A* conf
CurML: A Curriculum Machine Learning Library.
ACM Multimedia
Yuwei Zhou, Hong Chen, Zirui Pan, Chuanhao Yan, Fanqi Lin, Xin Wang, Wenwu Zhu
2022 A* conf
Curriculum-NAS: Curriculum Weight-Sharing Neural Architecture Search.
ACM Multimedia
Yuwei Zhou, Xin Wang, Hong Chen, Xuguang Duan, Chaoyu Guan, Wenwu Zhu
2022 A* conf
DNA: Domain Generalization with Diversified Neural Averaging.
ICML
Xu Chu, Yujie Jin, Wenwu Zhu, Yasha Wang, Xin Wang, Shanghang Zhang, Hong Mei
2022 J jnl
Direction-Aware User Recommendation Based on Asymmetric Network Embedding.
ACM Trans. Inf. Syst.
Sheng Zhou, Xin Wang, Martin Ester, Bolang Li, Chen Ye, Zhen Zhang, Can Wang, Jiajun Bu
2022 J jnl
Disentangled Representation Learning.
CoRR
Xin Wang, Hong Chen, Si'ao Tang, Zihao Wu, Wenwu Zhu
2022 A* conf
Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift.
NeurIPS
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Zhou Qin, Wenwu Zhu
2022 A* conf
Dynamic Spatio-Temporal Modular Network for Video Question Answering.
ACM Multimedia
Zi Qian, Xin Wang, Xuguang Duan, Hong Chen, Wenwu Zhu
2022 A* conf
FastPR: One-stage Semantic Person Retrieval via Self-supervised Learning.
ACM Multimedia
Meng Sun, Ju Ren, Xin Wang, Wenwu Zhu, Yaoxue Zhang
2022 A* conf
Graph Neural Architecture Search Under Distribution Shifts.
ICML
Yijian Qin, Xin Wang, Ziwei Zhang, Pengtao Xie, Wenwu Zhu
2022 J jnl
Intention-Aware Sequential Recommendation With Structured Intent Transition.
IEEE Trans. Knowl. Data Eng.
Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu
2022 — conf
Inter-and-Intra Domain Attention Relational Inference for Rack Temperature Prediction in Data Center.
DASFAA (3)
Fang Shen, Zhan Li, Bing Pan, Ziwei Zhang, Jialong Wang, Wendy Zhao, Xin Wang, Wenwu Zhu
2022 J jnl
LOVD: Land Vehicle Detection in Complex Scenes of Optical Remote Sensing Image.
IEEE Trans. Geosci. Remote. Sens.
Puti Yan, Xinrui Liu, Feng Wang, Chengfei Yue, Xin Wang
2022 A* conf
Large-Scale Graph Neural Architecture Search.
ICML
Chaoyu Guan, Xin Wang, Hong Chen, Ziwei Zhang, Wenwu Zhu
2022 A* conf
Learning Invariant Graph Representations for Out-of-Distribution Generalization.
NeurIPS
Haoyang Li, Ziwei Zhang, Xin Wang, Wenwu Zhu
2022 A* conf
Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum.
AAAI
Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu
2022 J jnl
Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum.
CoRR
Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu
2022 J jnl
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification.
CoRR
Adrian El Baz, André C. P. L. F. de Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Shell Hu, Frank Hutter, Zhengying Liu, Felix Mohr, Jan N. van Rijn, Xin Wang, Isabelle Guyon
2022 A* conf
Module-Aware Optimization for Auxiliary Learning.
NeurIPS
Hong Chen, Xin Wang, Yue Liu, Yuwei Zhou, Chaoyu Guan, Wenwu Zhu
2022 A* conf
Multimodal Continual Graph Learning with Neural Architecture Search.
WWW
Jie Cai, Xin Wang, Chaoyu Guan, Yateng Tang, Jin Xu, Bin Zhong, Wenwu Zhu
2022 A* conf
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search.
NeurIPS
Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu
2022 J jnl
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search.
CoRR
Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu
2022 J jnl
NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results.
CoRR
Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu
2022 — conf
NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results.
Meta-Knowledge Transfer @ ECML/PKDD
Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu
2022 J jnl
Out-Of-Distribution Generalization on Graphs: A Survey.
CoRR
Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu
2022 A* conf
Parametric Visual Program Induction with Function Modularization.
ICML
Xuguang Duan, Xin Wang, Ziwei Zhang, Wenwu Zhu
2022 A conf
RPITN: Review Based Preference Invariance Transfer Network for Cross-Domain Recommendation.
ICME
Zijie Zuo, Jie Nie, Zian Zhao, Huaxin Xie, Xiangqian Ding, Shusong Yu, Lei Huang, Yuxuan Yue, Xin Wang
2022 J jnl
Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification.
CoRR
Beini Xie, Heng Chang, Xin Wang, Tian Bian, Shiji Zhou, Daixin Wang, Zhiqiang Zhang, Wenwu Zhu
2022 J jnl
SCHAIN-IRAM: An Efficient and Effective Semi-Supervised Clustering Algorithm for Attributed Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng.
Xiang Li, Yao Wu, Martin Ester, Ben Kao, Xin Wang, Yudian Zheng
2022 J jnl
Self-directed Machine Learning.
CoRR
Wenwu Zhu, Xin Wang, Pengtao Xie
2022 J jnl
Self-directed machine learning.
AI Open
Wenwu Zhu, Xin Wang, Pengtao Xie
2022 — conf
Study on the Pulser Erosion Mechanism of Vertical Well Inclinometer through CFX Numerical Simulation.
ICCSIE
Jinsong Huang, Yugui Cai, Wei Feng, Qin Li, Xin Wang
2022 A* conf
Video Grounding and Its Generalization.
ACM Multimedia
Xin Wang, Xiaohan Lan, Wenwu Zhu
2022 — book
Visual Question Answering - From Theory to Application
Qi Wu, Peng Wang, Xin Wang, Xiaodong He, Wenwu Zhu
2021 — conf
A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric.
HUMA @ ACM Multimedia
Yitian Yuan, Xiaohan Lan, Xin Wang, Long Chen, Zhi Wang, Wenwu Zhu
2021 J jnl
A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics.
CoRR
Yitian Yuan, Xiaohan Lan, Long Chen, Wei Liu, Xin Wang, Wenwu Zhu
2021 J jnl
A Survey on Temporal Sentence Grounding in Videos.
CoRR
Xiaohan Lan, Yitian Yuan, Xin Wang, Zhi Wang, Wenwu Zhu
2021 J jnl
Adversarial Attack Framework on Graph Embedding Models with Limited Knowledge.
CoRR
Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Xin Wang, Wenwu Zhu, Junzhou Huang
2021 A* conf
AutoAttend: Automated Attention Representation Search.
ICML
Chaoyu Guan, Xin Wang, Wenwu Zhu
2021 J jnl
AutoGL: A Library for Automated Graph Learning.
CoRR
Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang, Yijian Qin, Jiyan Jiang, Xin Wang, Wenwu Zhu
2021 A conf
AutoIAS: Automatic Integrated Architecture Searcher for Click-Trough Rate Prediction.
CIKM
Zhikun Wei, Xin Wang, Wenwu Zhu
2021 — book
Automated Machine Learning and Meta-Learning for Multimedia
Wenwu Zhu, Xin Wang
2021 A* conf
Automated Machine Learning on Graph.
KDD
Xin Wang, Wenwu Zhu
2021 A* conf
Automated Machine Learning on Graphs: A Survey.
IJCAI
Ziwei Zhang, Xin Wang, Wenwu Zhu
2021 J jnl
Automated Machine Learning on Graphs: A Survey.
CoRR
Ziwei Zhang, Xin Wang, Wenwu Zhu
2021 — conf
CFCR: A Convolution and Fusion Model for Cross-platform Recommendation.
MMAsia
Shengze Yu, Xin Wang, Wenwu Zhu
2021 A* conf
Curriculum Disentangled Recommendation with Noisy Multi-feedback.
NeurIPS
Hong Chen, Yudong Chen, Xin Wang, Ruobing Xie, Rui Wang, Feng Xia, Wenwu Zhu
2021 A* conf
Curriculum Meta-Learning for Next POI Recommendation.
KDD
Yudong Chen, Xin Wang, Miao Fan, Jizhou Huang, Shengwen Yang, Wenwu Zhu
2021 A conf
Discrete Listwise Collaborative Filtering for Fast Recommendation.
SDM
Chenghao Liu, Tao Lu, Zhiyong Cheng, Xin Wang, Jianling Sun, Steven C. H. Hoi
2021 A* conf
Disentangled Contrastive Learning on Graphs.
NeurIPS
Haoyang Li, Xin Wang, Ziwei Zhang, Zehuan Yuan, Hang Li, Wenwu Zhu
2021 A* conf
Distilling Holistic Knowledge with Graph Neural Networks.
ICCV
Sheng Zhou, Yucheng Wang, Defang Chen, Jiawei Chen, Xin Wang, Can Wang, Jiajun Bu
2021 J jnl
Distilling Holistic Knowledge with Graph Neural Networks.
CoRR
Sheng Zhou, Yucheng Wang, Defang Chen, Jiawei Chen, Xin Wang, Can Wang, Jiajun Bu
2021 A* conf
Explainable Automated Graph Representation Learning with Hyperparameter Importance.
ICML
Xin Wang, Shuyi Fan, Kun Kuang, Wenwu Zhu
2021 A* conf
GQNAS: Graph Q Network for Neural Architecture Search.
ICDM
Yijian Qin, Xin Wang, Peng Cui, Wenwu Zhu
2021 A* conf
Graph Differentiable Architecture Search with Structure Learning.
NeurIPS
Yijian Qin, Xin Wang, Zeyang Zhang, Wenwu Zhu
2021 — conf
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification.
NeurIPS (Competition and Demos)
Adrian El Baz, Ihsan Ullah, Edesio Alcobaça, André C. P. L. F. de Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Chaoyu Guan, Isabelle Guyon, Timothy M. Hospedales, Shell Hu, Mike Huisman, Frank Hutter, Zhengying Liu, Felix Mohr, Ekrem Öztürk, Jan N. van Rijn, Haozhe Sun, Xin Wang, Wenwu Zhu
2021 A conf
Meta Hyperparameter Optimization with Adversarial Proxy Subsets Sampling.
CIKM
Yue Liu, Xin Wang, Xue Xu, Jianbo Yang, Wenwu Zhu
2021 — conf
MetaDelta: A Meta-Learning System for Few-shot Image Classification.
MetaDL@AAAI
Yudong Chen, Chaoyu Guan, Zhikun Wei, Xin Wang, Wenwu Zhu
2021 J jnl
MetaDelta: A Meta-Learning System for Few-shot Image Classification.
CoRR
Yudong Chen, Chaoyu Guan, Zhikun Wei, Xin Wang, Wenwu Zhu
2021 A conf
Multimodal Disentangled Representation for Recommendation.
ICME
Xin Wang, Hong Chen, Wenwu Zhu
2021 A* conf
Not All Low-Pass Filters are Robust in Graph Convolutional Networks.
NeurIPS
Heng Chang, Yu Rong, Tingyang Xu, Yatao Bian, Shiji Zhou, Xin Wang, Junzhou Huang, Wenwu Zhu
2021 J jnl
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network.
CoRR
Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu
2021 A* conf
Out-of-distribution Generalization and Its Applications for Multimedia.
ACM Multimedia
Xin Wang, Peng Cui, Wenwu Zhu
2021 J jnl
Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need?
CoRR
Ziwei Zhang, Xin Wang, Zeyang Zhang, Peng Cui, Wenwu Zhu
2020 J jnl
A Comprehensive Survey on Curriculum Learning.
CoRR
Xin Wang, Yudong Chen, Wenwu Zhu
2020 A* conf
Boosting Visual Question Answering with Context-aware Knowledge Aggregation.
ACM Multimedia
Guohao Li, Xin Wang, Wenwu Zhu
2020 — conf
Commonsense Learning: An Indispensable Path towards Human-centric Multimedia.
HUMA @ ACM Multimedia
Bin Huang, Siao Tang, Guangyao Shen, Guohao Li, Xin Wang, Wenwu Zhu
2020 A* conf
DGE: Deep Generative Network Embedding Based on Commonality and Individuality.
AAAI
Sheng Zhou, Xin Wang, Jiajun Bu, Martin Ester, Pinggang Yu, Jiawei Chen, Qihao Shi, Can Wang
2020 J jnl
Deep Learning for Learning Graph Representations.
CoRR
Wenwu Zhu, Xin Wang, Peng Cui
2020 A* conf
Disentangled Self-Supervision in Sequential Recommenders.
KDD
Jianxin Ma, Chang Zhou, Hongxia Yang, Peng Cui, Xin Wang, Wenwu Zhu
2020 J jnl
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs.
CoRR
Ziwei Zhang, Peng Cui, Jian Pei, Xin Wang, Wenwu Zhu
2020 A conf
Hardware-Aware Transformable Architecture Search with Efficient Search Space.
ICME
Yuhang Jiang, Xin Wang, Wenwu Zhu
2020 A* conf
MEmoR: A Dataset for Multimodal Emotion Reasoning in Videos.
ACM Multimedia
Guangyao Shen, Xin Wang, Xuguang Duan, Hongzhi Li, Wenwu Zhu
2020 J jnl
Multi-Modal Deep Analysis for Multimedia.
IEEE Trans. Circuits Syst. Video Technol.
Wenwu Zhu, Xin Wang, Hongzhi Li
2020 B conf
Multi-modal Contextual Graph Neural Network for Text Visual Question Answering.
ICPR
Yaoyuan Liang, Xin Wang, Xuguang Duan, Wenwu Zhu
2020 A* conf
Multimedia Intelligence: When Multimedia Meets Artificial Intelligence.
ACM Multimedia
Xin Wang, Wenwu Zhu, Yonghong Tian, Wen Gao
2020 J jnl
Multimedia Intelligence: When Multimedia Meets Artificial Intelligence.
IEEE Trans. Multim.
Wenwu Zhu, Xin Wang, Wen Gao
2020 A* conf
SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation.
AAAI
Tao He, Lianli Gao, Jingkuan Song, Xin Wang, Kejie Huang, Yuanfang Li
2019 A* conf
AutoML and Meta-learning for Multimedia.
ACM Multimedia
Wenwu Zhu, Xin Wang, Wenpeng Zhang
2019 A* conf
Compositional Coding for Collaborative Filtering.
SIGIR
Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi
2019 J jnl
Compositional Coding for Collaborative Filtering.
CoRR
Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi
2019 A* conf
Cross-Modal Dual Learning for Sentence-to-Video Generation.
ACM Multimedia
Yue Liu, Xin Wang, Yitian Yuan, Wenwu Zhu
2019 A* conf
Discrete Social Recommendation.
AAAI
Chenghao Liu, Xin Wang, Tao Lu, Wenwu Zhu, Jianling Sun, Steven C. H. Hoi
2019 A* conf
Disentangled Graph Convolutional Networks.
ICML
Jianxin Ma, Peng Cui, Kun Kuang, Xin Wang, Wenwu Zhu
2019 A* conf
Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation.
IJCAI
Shengze Yu, Xin Wang, Wenwu Zhu, Peng Cui, Jingdong Wang
2019 J jnl
Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation.
CoRR
Shengze Yu, Xin Wang, Wenwu Zhu, Peng Cui, Jingdong Wang
2019 J jnl
HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding.
CoRR
Sheng Zhou, Jiajun Bu, Xin Wang, Jiawei Chen, Bingbing Hu, Defang Chen, Can Wang
2019 J jnl
Multi-modal Deep Analysis for Multimedia.
CoRR
Wenwu Zhu, Xin Wang, Hongzhi Li
2019 A* conf
Perceptual Visual Reasoning with Knowledge Propagation.
ACM Multimedia
Guohao Li, Xin Wang, Wenwu Zhu
2019 A* conf
Semi-supervised Deep Quantization for Cross-modal Search.
ACM Multimedia
Xin Wang, Wenwu Zhu, Chenghao Liu
2019 A* conf
Social Recommendation with Optimal Limited Attention.
KDD
Xin Wang, Wenwu Zhu, Chenghao Liu
2018 J jnl
Eunomia: Scaling Concurrent Index Structures Under Contention Using HTM.
IEEE Trans. Parallel Distributed Syst.
Weihua Zhang, Xin Wang, Shiyu Ji, Ziyun Wei, Zhaoguo Wang, Haibo Chen
2018 A* conf
Joint User- and Event- Driven Stable Social Event Organization.
WWW
Xin Wang, Wenwu Zhu, Chun Chen, Martin Ester
2018 A conf
PRRE: Personalized Relation Ranking Embedding for Attributed Networks.
CIKM
Sheng Zhou, Hongxia Yang, Xin Wang, Jiajun Bu, Martin Ester, Pinggang Yu, Jianwei Zhang, Can Wang
2017 B conf
Eunomia: Scaling Concurrent Search Trees under Contention Using HTM.
PPoPP
Xin Wang, Weihua Zhang, Zhaoguo Wang, Ziyun Wei, Haibo Chen, Wenyun Zhao
2017 A conf
Interactive Social Recommendation.
CIKM
Xin Wang, Steven C. H. Hoi, Chenghao Liu, Martin Ester
2017 A* conf
Learning Personalized Preference of Strong and Weak Ties for Social Recommendation.
WWW
Xin Wang, Steven C. H. Hoi, Martin Ester, Jiajun Bu, Chun Chen
2017 A* conf
Semi-supervised Clustering in Attributed Heterogeneous Information Networks.
WWW
Xiang Li, Yao Wu, Martin Ester, Ben Kao, Xin Wang, Yudian Zheng
2016 J jnl
A new ISR method based on the combination of modified K-SVD model and RAMP algorithm.
Neurocomputing
Li Shang, Xin Wang, Yan Zhou, Zhan-Li Sun
2016 J jnl
Dispersion Constraint Based Non-negative Sparse Coding Model.
Neural Process. Lett.
Xin Wang, Can Wang, Li Shang, Zhan-Li Sun
2016 J jnl
Dispersion constraint based non-negative sparse coding algorithm.
Neurocomputing
Li Shang, Xin Wang, Zhan-Li Sun
2016 J jnl
Performance Analysis of Multimedia Retrieval Workloads Running on Multicores.
IEEE Trans. Parallel Distributed Syst.
Yunping Lu, Xin Wang, Weihua Zhang, Haibo Chen, Lu Peng, Wenyun Zhao
2016 A* conf
Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization.
AAAI
Xin Wang, Roger Donaldson, Christopher Nell, Peter Gorniak, Martin Ester, Jiajun Bu
2016 A conf
Social Recommendation with Strong and Weak Ties.
CIKM
Xin Wang, Wei Lu, Martin Ester, Can Wang, Chun Chen
2015 J jnl
Friend recommendation with content spread enhancement in social networks.
Inf. Sci.
Zhi Yu, Can Wang, Jiajun Bu, Xin Wang, Yue Wu, Chun Chen
2005 J jnl
Intra-superframe power management for IEEE 802.15.3 WPAN.
IEEE Commun. Lett.
Zihua Guo, Richard Yao, Wenwu Zhu, Xin Wang, Yong Ren