Irwin King

692 papers A* 128A 52B 42C 6Misc 1Journal 294Unranked 142
YearRankTypeTitle / Venue / Authors
2026 J jnl
Artificial Intelligence for Education: A Signal Processing Perspective: Part II: From Human-AI Cocreativity to Educational Equity [From the Guest Editors].
IEEE Signal Process. Mag.
Danilo P. Mandic, Mónica F. Bugallo, Chrisina Jayne, Irwin King
2026 J jnl
Beyond Benchmark Islands: Toward Representative Trustworthiness Evaluation for Agentic AI.
CoRR
Jinhu Qi, Yifan Li, Minghao Zhao, Wentao Zhang, Zijian Zhang, Yaoman Li, Irwin King
2026 J jnl
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Jindong Li, Yongguang Li, Yali Fu, Jiahong Liu, Yixin Liu, Menglin Yang, Irwin King
2026 J jnl
ConMax: Confidence-Maximizing Compression for Efficient Chain-of-Thought Reasoning.
CoRR
Minda Hu, Zexuan Qiu, Zenan Xu, Kun Li, Bo Zhou, Irwin King
2026 A* conf
ConSurv: Multimodal Continual Learning for Survival Analysis.
AAAI
Dianzhi Yu, Conghao Xiong, Yankai Chen, Wenqian Cui, Xinni Zhang, Yifei Zhang, Hao Chen, Joseph J. Y. Sung, Irwin King
2026 A* conf
Generative Archetype-Grounded Item Representations for Sequential Recommendation.
WWW
Yifan Li, Jiahong Liu, Xinni Zhang, Hao Chen, Yankai Chen, Wenhao Yu, Jianting Chen, Irwin King
2026 J jnl
Longitudinal relationships between student ethical considerations, behavioral intention, and perceived knowledge in artificial intelligence education.
Comput. Educ.
Weipeng Shen, Ching Sing Chai, Thomas K. F. Chiu, King Woon Yau, Helen Meng, Irwin King, Savio Wong, Yeung Yam
2026 J jnl
Pedagogy first, technology second: Cross-level relationships between teacher professional knowledge and student learning in artificial intelligence (AI) education.
Comput. Educ. Artif. Intell.
Weipeng Shen, Ching Sing Chai, Thomas K. F. Chiu, King Woon Yau, Helen Meng, Irwin King, Savio Wong, Yeung Yam
2026 J jnl
Predicting drug responses of unseen cell types through transfer learning with foundation models.
Nat. Comput. Sci.
Yixuan Wang, Xinyuan Liu, Yimin Fan, Binghui Xie, James Cheng, Kam Chung Wong, Pak Hang Peter Cheung, Irwin King, Yu Li
2026 J jnl
Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning.
CoRR
Wenhao Yu, Shaohang Wei, Jiahong Liu, Yifan Li, Minda Hu, Aiwei Liu, Hao Zhang, Irwin King
2026 J jnl
Search-R2: Enhancing Search-Integrated Reasoning via Actor-Refiner Collaboration.
CoRR
Bowei He, Minda Hu, Zenan Xu, Hongru Wang, Licheng Zong, Yankai Chen, Chen Ma, Xue Liu, Pluto Zhou, Irwin King
2026 A* conf
SemaCDR: LLM-Powered Transferable Semantics for Cross-Domain Sequential Recommendation.
WWW
Chunxu Zhang, Shanqiang Huang, Zijian Zhang, Jiahong Liu, Linsong Yu, Ruiqi Wan, Bo Yang, Irwin King
2026 J jnl
Semi-supervised Instruction Tuning for Large Language Models on Text-Attributed Graphs.
CoRR
Zixing Song, Irwin King
2026 A* conf
TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents.
WWW
Yanyu Chen, Jiyue Jiang, Jiahong Liu, Yifei Zhang, Xiao Guo, Irwin King
2026 J jnl
TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents.
CoRR
Yanyu Chen, Jiyue Jiang, Jiahong Liu, Yifei Zhang, Xiao Guo, Irwin King
2026 A* conf
UrbanMoE: A Sparse Multi-Modal Mixture-of-Experts Framework for Multi-Task Urban Region Profiling.
WWW
Pingping Liu, Jiamiao Liu, Zijian Zhang, Hao Miao, Qi Jiang, Qingliang Li, Qiuzhan Zhou, Irwin King
2026 J jnl
UrbanMoE: A Sparse Multi-Modal Mixture-of-Experts Framework for Multi-Task Urban Region Profiling.
CoRR
Pingping Liu, Jiamiao Liu, Zijian Zhang, Hao Miao, Qi Jiang, Qingliang Li, Qiuzhan Zhou, Irwin King
2026 J jnl
X-GS: An Extensible Open Framework for Perceiving and Thinking via 3D Gaussian Splatting.
CoRR
Yueen Ma, Zenglin Xu, Irwin King
2025 J jnl
3D Point Cloud Generation via Autoregressive Up-sampling.
CoRR
Ziqiao Meng, Qichao Wang, Zhipeng Zhou, Irwin King, Peilin Zhao
2025 J jnl
3D-MoE: A Mixture-of-Experts Multi-modal LLM for 3D Vision and Pose Diffusion via Rectified Flow.
CoRR
Yueen Ma, Yuzheng Zhuang, Jianye Hao, Irwin King
2025 J jnl
A Survey of Personalized Large Language Models: Progress and Future Directions.
CoRR
Jiahong Liu, Zexuan Qiu, Zhongyang Li, Quanyu Dai, Jieming Zhu, Minda Hu, Menglin Yang, Irwin King
2025 J jnl
A Survey of Text Watermarking in the Era of Large Language Models.
ACM Comput. Surv.
Aiwei Liu, Leyi Pan, Yijian Lu, Jingjing Li, Xuming Hu, Xi Zhang, Lijie Wen, Irwin King, Hui Xiong, Philip S. Yu
2025 J jnl
A phenomenographic approach to students' conceptions of learning artificial intelligence (AI) in secondary schools.
Educ. Inf. Technol.
Tianle Dong, King Woon Yau, Ching Sing Chai, Thomas K. F. Chiu, Helen Meng, Irwin King, Savio W. H. Wong, Yeung Yam
2025 J jnl
Artificial Intelligience for Education: A Signal Processing Perspective: Part I: From Active Learning to Mitigating Gender Bias [From The Guest Editors].
IEEE Signal Process. Mag.
Danilo P. Mandic, Mónica F. Bugallo, Christina Jayne, Irwin King
2025 A* conf
Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following.
EMNLP
Yueen Ma, Dafeng Chi, Shiguang Wu, Yuecheng Liu, Yuzheng Zhuang, Irwin King
2025 J jnl
Beyond Linearity: Squeeze-and-Recalibrate Blocks for Few-Shot Whole Slide Image Classification.
CoRR
Conghao Xiong, Zhengrui Guo, Zhe Xu, Yifei Zhang, Raymond Kai-Yu Tong, Si Yong Yeo, Hao Chen, Joseph J. Y. Sung, Irwin King
2025 J jnl
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey.
CoRR
Jindong Li, Yongguang Li, Yali Fu, Jiahong Liu, Yixin Liu, Menglin Yang, Irwin King
2025 — conf
Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
ACL (1)
Leyi Pan, Aiwei Liu, Shiyu Huang, Yijian Lu, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu
2025 J jnl
Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
CoRR
Leyi Pan, Aiwei Liu, Shiyu Huang, Yijian Lu, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu
2025 J jnl
Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap.
CoRR
Weizhi Zhang, Yuanchen Bei, Liangwei Yang, Henry Peng Zou, Peilin Zhou, Aiwei Liu, Yinghui Li, Hao Chen, Jianling Wang, Yu Wang, Feiran Huang, Sheng Zhou, Jiajun Bu, Allen Lin, James Caverlee, Fakhri Karray, Irwin King, Philip S. Yu
2025 J jnl
ConSurv: Multimodal Continual Learning for Survival Analysis.
CoRR
Dianzhi Yu, Conghao Xiong, Yankai Chen, Wenqian Cui, Xinni Zhang, Yifei Zhang, Hao Chen, Joseph J. Y. Sung, Irwin King
2025 A* conf
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning.
AAAI
Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King
2025 J jnl
Data Augmentation Techniques for Chinese Disease Name Normalization.
CoRR
Wenqian Cui, Xiangling Fu, Shaohui Liu, Mingjun Gu, Xien Liu, Ji Wu, Irwin King
2025 J jnl
Deep Graph Anomaly Detection: A Survey and New Perspectives.
IEEE Trans. Knowl. Data Eng.
Hezhe Qiao, Hanghang Tong, Bo An, Irwin King, Charu Aggarwal, Guansong Pang
2025 J jnl
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey.
CoRR
Jindong Li, Yali Fu, Jiahong Liu, Linxiao Cao, Wei Ji, Menglin Yang, Irwin King, Ming-Hsuan Yang
2025 J jnl
Dr.Mi-Bench: A Modular-integrated Benchmark for Scientific Deep Research Agent.
CoRR
Zhihan Guo, Feiyang Xu, Yifan Li, Muzhi Li, Shuai Zou, Jiele Wu, Han Shi, Haoli Bai, Ho-fung Leung, Irwin King
2025 — conf
Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation.
KDD (2)
Meng Qin, Jiahong Liu, Irwin King
2025 J jnl
Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation.
CoRR
Meng Qin, Jiahong Liu, Irwin King
2025 — conf
Entropy-Based Decoding for Retrieval-Augmented Large Language Models.
NAACL (Long Papers)
Zexuan Qiu, Zijing Ou, Bin Wu, Jingjing Li, Aiwei Liu, Irwin King
2025 J jnl
Epistemic network analysis of in-service teachers' competency to teach artificial intelligence for secondary education.
Comput. Educ. Artif. Intell.
King Woon Yau, Tianle Dong, Ching Sing Chai, Thomas K. F. Chiu, Helen Meng, Irwin King, Savio W. H. Wong, Yeung Yam
2025 — conf
FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025.
WWW (Companion Volume)
Irwin King, Guodong Long, Zenglin Xu, Yifei Zhang, Han Yu
2025 — conf
FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation with Enhanced Communication Efficiency.
WWW (Companion Volume)
Zixing Song, Irwin King, José Miguel Hernández-Lobato
2025 B conf
FinSIR: Financial SIR-GCN for Market-Aware Stock Recommendation.
IJCNN
Brian Godwin Lim, Jiahong Liu, Hans Jarett J. Ong, Jan Adrian Chan, Renzo Roel Tan, Irwin King, Kazushi Ikeda
2025 J jnl
From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Training Retrieval-Augmented Generation Agents.
CoRR
Muzhi Li, Jinhu Qi, Yihong Wu, Minghao Zhao, Liheng Ma, Yifan Li, Xinyu Wang, Yingxue Zhang, Ho-fung Leung, Irwin King
2025 A* conf
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models.
EMNLP
Zhihan Guo, Jiele Wu, Wenqian Cui, Yifei Zhang, Minda Hu, Yufei Wang, Irwin King
2025 J jnl
From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation.
CoRR
Zhihan Guo, Jiele Wu, Wenqian Cui, Yifei Zhang, Minda Hu, Yufei Wang, Irwin King
2025 J jnl
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents.
CoRR
Weizhi Zhang, Yangning Li, Yuanchen Bei, Junyu Luo, Guancheng Wan, Liangwei Yang, Chenxuan Xie, Yuyao Yang, Wei-Chieh Huang, Chunyu Miao, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Yankai Chen, Chunkit Chan, Peilin Zhou, Xinyang Zhang, Chenwei Zhang, Jingbo Shang, Ming Zhang, Yangqiu Song, Irwin King, Philip S. Yu
2025 A* conf
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation.
WWW
Yuhan Li, Xinni Zhang, Linhao Luo, Heng Chang, Yuxiang Ren, Irwin King, Jia Li
2025 J jnl
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation.
CoRR
Yuhan Li, Xinni Zhang, Linhao Luo, Heng Chang, Yuxiang Ren, Irwin King, Jia Li
2025 J jnl
Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities.
CoRR
Yuanchen Bei, Weizhi Zhang, Siwen Wang, Weizhi Chen, Sheng Zhou, Hao Chen, Yong Li, Jiajun Bu, Shirui Pan, Yizhou Yu, Irwin King, Fakhri Karray, Philip S. Yu
2025 J jnl
Implicit Reasoning in Large Language Models: A Comprehensive Survey.
CoRR
Jindong Li, Yali Fu, Li Fan, Jiahong Liu, Yao Shu, Chengwei Qin, Menglin Yang, Irwin King, Rex Ying
2025 J jnl
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering.
CoRR
Yankai Chen, Yue Que, Xinni Zhang, Chen Ma, Irwin King
2025 J jnl
Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering.
ACM Trans. Inf. Syst.
Yankai Chen, Yue Que, Xinni Zhang, Chen Ma, Irwin King
2025 J jnl
Low-Rank Adaptation for Foundation Models: A Comprehensive Review.
CoRR
Menglin Yang, Jialin Chen, Yifei Zhang, Jiahong Liu, Jiasheng Zhang, Qiyao Ma, Harshit Verma, Qianru Zhang, Min Zhou, Irwin King, Rex Ying
2025 J jnl
MTR-DuplexBench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models.
CoRR
He Zhang, Wenqian Cui, Haoning Xu, Xiaohui Li, Lei Zhu, Shaohua Ma, Irwin King
2025 J jnl
MarkDiffusion: An Open-Source Toolkit for Generative Watermarking of Latent Diffusion Models.
CoRR
Leyi Pan, Sheng Guan, Zheyu Fu, Luyang Si, Zian Wang, Xuming Hu, Irwin King, Philip S. Yu, Aiwei Liu, Lijie Wen
2025 B conf
Multi-modal Hierarchical Clustering Network for Cancer Subtype Identification of Multi-omics Data.
IJCNN
Fangfei Lin, Jie Xu, Yazhou Ren, Junjie Chen, Irwin King, Zenglin Xu
2025 A* conf
NILE: Internal Consistency Alignment in Large Language Models.
EMNLP
Minda Hu, Qiyuan Zhang, Yufei Wang, Bowei He, Hongru Wang, Jingyan Zhou, Liangyou Li, Yasheng Wang, Chen Ma, Irwin King
2025 A* conf
NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction.
ICML
Qichao Wang, Ziqiao Meng, Wenqian Cui, Yifei Zhang, Pengcheng Wu, Bingzhe Wu, Irwin King, Liang Chen, Peilin Zhao
2025 J jnl
NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction.
CoRR
Qichao Wang, Ziqiao Meng, Wenqian Cui, Yifei Zhang, Pengcheng Wu, Bingzhe Wu, Irwin King, Liang Chen, Peilin Zhao
2025 J jnl
Position: Beyond Euclidean - Foundation Models Should Embrace Non-Euclidean Geometries.
CoRR
Neil He, Jiahong Liu, Buze Zhang, Ngoc Bui, Ali Maatouk, Menglin Yang, Irwin King, Melanie Weber, Rex Ying
2025 A* conf
Position: LLMs Can be Good Tutors in English Education.
EMNLP
Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Ruitong Liu, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen
2025 J jnl
Position: LLMs Can be Good Tutors in Foreign Language Education.
CoRR
Jingheng Ye, Shen Wang, Deqing Zou, Yibo Yan, Kun Wang, Hai-Tao Zheng, Zenglin Xu, Irwin King, Philip S. Yu, Qingsong Wen
2025 J jnl
RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback.
CoRR
Chunyu Miao, Henry Peng Zou, Yangning Li, Yankai Chen, Yibo Wang, Fangxin Wang, Yifan Li, Wooseong Yang, Bowei He, Xinni Zhang, Dianzhi Yu, Hanchen Yang, Hoang H. Nguyen, Yue Zhou, Jie Yang, Jizhou Guo, Wenzhe Fan, Chin-Yuan Yeh, Panpan Meng, Liancheng Fang, Jinhu Qi, Wei-Chieh Huang, Zhengyao Gu, Yuwei Han, Langzhou He, Yuyao Yang, Yinghui Li, Hai-Tao Zheng, Xue Liu, Irwin King, Philip S. Yu
2025 — conf
Recent Advances in Speech Language Models: A Survey.
ACL (1)
Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao, Ziqiao Meng, Guangyan Zhang, Qichao Wang, Steven Y. Guo, Irwin King
2025 J jnl
Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization.
CoRR
Yihong Wu, Liheng Ma, Muzhi Li, Jiaming Zhou, Jianye Hao, Ho-fung Leung, Irwin King, Yingxue Zhang, Jian-Yun Nie
2025 — conf
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion.
NAACL (Long Papers)
Muzhi Li, Cehao Yang, Chengjin Xu, Xuhui Jiang, Yiyan Qi, Jian Guo, Ho-fung Leung, Irwin King
2025 J jnl
Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning.
CoRR
Hung-Chieh Fang, Hsuan-Tien Lin, Irwin King, Yifei Zhang
2025 J jnl
Think Before You Talk: Enhancing Meaningful Dialogue Generation in Full-Duplex Speech Language Models with Planning-Inspired Text Guidance.
CoRR
Wenqian Cui, Lei Zhu, Xiaohui Li, Zhihan Guo, Haoli Bai, Lu Hou, Irwin King
2025 J jnl
Towards Geometry Problem Solving in the Large Model Era: A Survey.
CoRR
Yurui Zhao, Xiang Wang, Jiahong Liu, Irwin King, Zhitao Huang
2025 J jnl
Towards Practical Automatic Piano Reduction using BERT with Semi-supervised Learning.
CoRR
Wan-Ki Wong, Ka-Ho To, Chuck-jee Chau, Lucas Wong, Kevin Y. Yip, Irwin King
2025 — conf
Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time.
KDD (2)
Zixing Song, Muzhi Li, Yifei Zhang, Irwin King, José Miguel Hernández-Lobato
2025 — conf
Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning.
KDD (1)
Yifei Zhang, Hao Zhu, Menglin Yang, Jiahong Liu, Rex Ying, Irwin King, Piotr Koniusz
2025 — conf
VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models.
ACL (1)
Wenqian Cui, Xiaoqi Jiao, Ziqiao Meng, Irwin King
2025 J jnl
VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models.
CoRR
Wenqian Cui, Xiaoqi Jiao, Ziqiao Meng, Irwin King
2025 — conf
WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents.
NAACL (Findings)
Leyi Pan, Aiwei Liu, Yijian Lu, Zitian Gao, Yichen Di, Lijie Wen, Irwin King, Philip S. Yu
2025 — conf
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback.
EMNLP (Findings)
Minda Hu, Tianqing Fang, Jianshu Zhang, Jun-Yu Ma, Zhisong Zhang, Jingyan Zhou, Hongming Zhang, Haitao Mi, Dong Yu, Irwin King
2025 J jnl
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback.
CoRR
Minda Hu, Tianqing Fang, Jianshu Zhang, Junyu Ma, Zhisong Zhang, Jingyan Zhou, Hongming Zhang, Haitao Mi, Dong Yu, Irwin King
2025 J jnl
What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models.
CoRR
Qiyuan Zhang, Fuyuan Lyu, Zexu Sun, Lei Wang, Weixu Zhang, Zhihan Guo, Yufei Wang, Irwin King, Xue Liu, Chen Ma
2025 B conf
cfDecon: Accurate and Interpretable Methylation-Based Cell Type Deconvolution for Cell-Free DNA.
RECOMB
Yixuan Wang, Jiayi Li, Jingqi Li, Shen Yang, Yuhan Huang, Xinyuan Liu, Yimin Fan, Irwin King, Yumei Li, Yu Li
2024 A* conf
A Diffusion-Based Pre-training Framework for Crystal Property Prediction.
AAAI
Zixing Song, Ziqiao Meng, Irwin King
2024 J jnl
A Survey of Trustworthy Federated Learning: Issues, Solutions, and Challenges.
ACM Trans. Intell. Syst. Technol.
Yifei Zhang, Dun Zeng, Jinglong Luo, Xinyu Fu, Guanzhong Chen, Zenglin Xu, Irwin King
2024 J jnl
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan
2024 J jnl
A Survey on Vision-Language-Action Models for Embodied AI.
CoRR
Yueen Ma, Zixing Song, Yuzheng Zhuang, Jianye Hao, Irwin King
2024 A* conf
A Systematic Survey on Federated Semi-supervised Learning.
IJCAI
Zixing Song, Xiangli Yang, Yifei Zhang, Xinyu Fu, Zenglin Xu, Irwin King
2024 J jnl
Actra: Optimized Transformer Architecture for Vision-Language-Action Models in Robot Learning.
CoRR
Yueen Ma, Dafeng Chi, Shiguang Wu, Yuecheng Liu, Yuzheng Zhuang, Jianye Hao, Irwin King
2024 — conf
An Entropy-based Text Watermarking Detection Method.
ACL (1)
Yijian Lu, Aiwei Liu, Dianzhi Yu, Jingjing Li, Irwin King
2024 J jnl
An Entropy-based Text Watermarking Detection Method.
CoRR
Yijian Lu, Aiwei Liu, Dianzhi Yu, Jingjing Li, Irwin King
2024 A* conf
An Unforgeable Publicly Verifiable Watermark for Large Language Models.
ICLR
Aiwei Liu, Leyi Pan, Xuming Hu, Shuang Li, Lijie Wen, Irwin King, Philip S. Yu
2024 B conf
Anomaly Detection on Attributed Network Based on Hyperbolic Radial Distance.
IJCNN
Tianyu Liu, Ruixin Yan, Irwin King
2024 — conf
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models.
EMNLP (Findings)
Zexuan Qiu, Jingjing Li, Shijue Huang, Xiaoqi Jiao, Wanjun Zhong, Irwin King
2024 J jnl
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models.
CoRR
Zexuan Qiu, Jingjing Li, Shijue Huang, Wanjun Zhong, Irwin King
2024 — conf
Combining Explicit Priors and Set Attention Driven Implicit Priors for Demonstration-Guided Reinforcement Learning.
ICONIP (4)
Shujiong Tang, Irwin King, Zenglin Xu
2024 J jnl
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning.
CoRR
Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King
2024 — conf
Data Augmentation Techniques for Chinese Disease Name Normalization.
BIBM
Wenqian Cui, Xiangling Fu, Shaohui Liu, Mingjun Gu, Xien Liu, Ji Wu, Irwin King
2024 J jnl
Deep Graph Anomaly Detection: A Survey and New Perspectives.
CoRR
Hezhe Qiao, Hanghang Tong, Bo An, Irwin King, Charu C. Aggarwal, Guansong Pang
2024 A* conf
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks.
AAAI
Yankai Chen, Yixiang Fang, Qiongyan Wang, Xin Cao, Irwin King
2024 J jnl
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks.
CoRR
Yankai Chen, Yixiang Fang, Qiongyan Wang, Xin Cao, Irwin King
2024 J jnl
Deep generative design of RNA aptamers using structural predictions.
Nat. Comput. Sci.
Felix Wong, Dongchen He, Aarti Krishnan, Liang Hong, Alexander Z. Wang, Jiuming Wang, Zhihang Hu, Satotaka Omori, Alicia Li, Jiahua Rao, Qinze Yu, Wengong Jin, Tianqing Zhang, Katherine Ilia, Jack X. Chen, Shuangjia Zheng, Irwin King, Yu Li, James J. Collins
2024 J jnl
Developing and validating measures for AI literacy tests: From self-reported to objective measures.
Comput. Educ. Artif. Intell.
Thomas K. F. Chiu, Yifan Chen, King Woon Yau, Ching Sing Chai, Helen Meng, Irwin King, Savio Wong, Yeung Yam
2024 A conf
EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction.
CIKM
Zexuan Qiu, Jieming Zhu, Yankai Chen, Guohao Cai, Weiwen Liu, Zhenhua Dong, Irwin King
2024 B conf
Efficient Spatio-temporal Event Representation Based on Kalman Filtering and Linear Weighted Timestamps.
IJCNN
Jinyu Zhong, Weiming Zeng, Yunhua Chen, Jinsheng Xiao, Irwin King
2024 J jnl
Enhancing Biomedical Knowledge Retrieval-Augmented Generation with Self-Rewarding Tree Search and Proximal Policy Optimization.
CoRR
Minda Hu, Licheng Zong, Hongru Wang, Jingyan Zhou, Jingjing Li, Yichen Gao, Kam-Fai Wong, Yu Li, Irwin King
2024 J jnl
Entropy-Based Decoding for Retrieval-Augmented Large Language Models.
CoRR
Zexuan Qiu, Zijing Ou, Bin Wu, Jingjing Li, Aiwei Liu, Irwin King
2024 — conf
FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web.
WWW (Companion Volume)
Irwin King, Guodong Long, Zenglin Xu, Han Yu
2024 J jnl
FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data.
CoRR
Yukun Zhang, Guanzhong Chen, Zenglin Xu, Jianyong Wang, Dun Zeng, Junfan Li, Jinghua Wang, Yuan Qi, Irwin King
2024 — conf
FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling.
WWW (Companion Volume)
Zhihan Guo, Yifei Zhang, Zhuo Zhang, Zenglin Xu, Irwin King
2024 — conf
FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering.
NAACL-HLT (Findings)
Zhihan Guo, Yifei Zhang, Zhuo Zhang, Zenglin Xu, Irwin King
2024 B conf
Federated Learning for Vehicle Trajectory Prediction: Methodology and Benchmark Study.
IJCNN
Hongye Wang, Ruonan Li, Zenglin Xu, Jinlong Li, Irwin King, Jie Liu
2024 A* conf
Geometric View of Soft Decorrelation in Self-Supervised Learning.
KDD
Yifei Zhang, Hao Zhu, Zixing Song, Yankai Chen, Xinyu Fu, Ziqiao Meng, Piotr Koniusz, Irwin King
2024 B conf
Group IF Units with Membrane Potential Sharing for High-Accuracy Low-Latency Spiking Neural Networks.
IJCNN
Zhenxiong Ye, Weiming Zeng, Yunhua Chen, Ling Zhang, Jinsheng Xiao, Irwin King
2024 J jnl
Guest Editorial: Special Issue on Graph Learning.
IEEE Trans. Neural Networks Learn. Syst.
Feng Xia, Renaud Lambiotte, Neil Shah, Hanghang Tong, Irwin King
2024 J jnl
HC-GLAD: Dual Hyperbolic Contrastive Learning for Unsupervised Graph-Level Anomaly Detection.
CoRR
Yali Fu, Jindong Li, Jiahong Liu, Qianli Xing, Qi Wang, Irwin King
2024 A* conf
HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval.
AAAI
Zexuan Qiu, Jiahong Liu, Yankai Chen, Irwin King
2024 J jnl
HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval.
CoRR
Zexuan Qiu, Jiahong Liu, Yankai Chen, Irwin King
2024 J jnl
Hyperbolic Fine-tuning for Large Language Models.
CoRR
Menglin Yang, Aosong Feng, Bo Xiong, Jihong Liu, Irwin King, Rex Ying
2024 J jnl
Hypformer: Exploring Efficient Hyperbolic Transformer Fully in Hyperbolic Space.
CoRR
Menglin Yang, Harshit Verma, Delvin Ce Zhang, Jiahong Liu, Irwin King, Rex Ying
2024 A* conf
Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space.
KDD
Menglin Yang, Harshit Verma, Delvin Ce Zhang, Jiahong Liu, Irwin King, Rex Ying
2024 A* conf
Influential Exemplar Replay for Incremental Learning in Recommender Systems.
AAAI
Xinni Zhang, Yankai Chen, Chenhao Ma, Yixiang Fang, Irwin King
2024 J jnl
Less is More: Extreme Gradient Boost Rank-1 Adaption for Efficient Finetuning of LLMs.
CoRR
Yifei Zhang, Hao Zhu, Aiwei Liu, Han Yu, Piotr Koniusz, Irwin King
2024 J jnl
MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks.
Neural Networks
Xinyu Fu, Irwin King
2024 — conf
MarkLLM: An Open-Source Toolkit for LLM Watermarking.
EMNLP (System Demonstrations)
Leyi Pan, Aiwei Liu, Zhiwei He, Zitian Gao, Xuandong Zhao, Yijian Lu, Binglin Zhou, Shuliang Liu, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu
2024 J jnl
MarkLLM: An Open-Source Toolkit for LLM Watermarking.
CoRR
Leyi Pan, Aiwei Liu, Zhiwei He, Zitian Gao, Xuandong Zhao, Yijian Lu, Binglin Zhou, Shuliang Liu, Xuming Hu, Lijie Wen, Irwin King
2024 J jnl
Mitigating Large Language Model Hallucination with Faithful Finetuning.
CoRR
Minda Hu, Bowei He, Yufei Wang, Liangyou Li, Chen Ma, Irwin King
2024 — conf
MoME: Mixture of Multimodal Experts for Cancer Survival Prediction.
MICCAI (4)
Conghao Xiong, Hao Chen, Hao Zheng, Dong Wei, Yefeng Zheng, Joseph J. Y. Sung, Irwin King
2024 J jnl
MoME: Mixture of Multimodal Experts for Cancer Survival Prediction.
CoRR
Conghao Xiong, Hao Chen, Hao Zheng, Dong Wei, Yefeng Zheng, Joseph J. Y. Sung, Irwin King
2024 J jnl
NILE: Internal Consistency Alignment in Large Language Models.
CoRR
Minda Hu, Qiyuan Zhang, Yufei Wang, Bowei He, Hongru Wang, Jingyan Zhou, Liangyou Li, Yasheng Wang, Chen Ma, Irwin King
2024 A* conf
On the Necessity of Collaboration for Online Model Selection with Decentralized Data.
NeurIPS
Junfan Li, Zheshun Wu, Zenglin Xu, Irwin King
2024 J jnl
On the Necessity of Collaboration in Online Model Selection with Decentralized Data.
CoRR
Junfan Li, Zenglin Xu, Zheshun Wu, Irwin King
2024 — ed.
Pattern Recognition and Machine Intelligence - 9th International Conference, PReMI 2021, Kolkata, India, December 15-18, 2021, Proceedings
PReMI
Ashish Ghosh, Irwin King, Malay Bhattacharyya, Shubhra Sankar Ray, Sankar K. Pal
2024 J jnl
Progress and Opportunities of Foundation Models in Bioinformatics.
CoRR
Qing Li, Zhihang Hu, Yixuan Wang, Lei Li, Yimin Fan, Irwin King, Le Song, Yu Li
2024 J jnl
Progress and opportunities of foundation models in bioinformatics.
Briefings Bioinform.
Qing Li, Zhihang Hu, Yixuan Wang, Lei Li, Yimin Fan, Irwin King, Gengjie Jia, Sheng Wang, Le Song, Yu Li
2024 J jnl
Reading Broadly to Open Your Mind: Improving Open Relation Extraction With Search Documents Under Self-Supervisions.
IEEE Trans. Knowl. Data Eng.
Xuming Hu, Zhaochen Hong, Chenwei Zhang, Aiwei Liu, Shiao Meng, Lijie Wen, Irwin King, Philip S. Yu
2024 J jnl
Recent Advances in Speech Language Models: A Survey.
CoRR
Wenqian Cui, Dianzhi Yu, Xiaoqi Jiao, Ziqiao Meng, Guangyan Zhang, Qichao Wang, Yiwen Guo, Irwin King
2024 J jnl
Recent Advances of Multimodal Continual Learning: A Comprehensive Survey.
CoRR
Dianzhi Yu, Xinni Zhang, Yankai Chen, Aiwei Liu, Yifei Zhang, Philip S. Yu, Irwin King
2024 — conf
Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
NAACL-HLT (Findings)
Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng
2024 J jnl
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion.
CoRR
Muzhi Li, Cehao Yang, Chengjin Xu, Xuhui Jiang, Yiyan Qi, Jian Guo, Ho-fung Leung, Irwin King
2024 — conf
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation.
EMNLP (Findings)
Minda Hu, Licheng Zong, Hongru Wang, Jingyan Zhou, Jingjing Li, Yichen Gao, Kam-Fai Wong, Yu Li, Irwin King
2024 A* conf
Shopping Trajectory Representation Learning with Pre-training for E-commerce Customer Understanding and Recommendation.
KDD
Yankai Chen, Quoc-Tuan Truong, Xin Shen, Jin Li, Irwin King
2024 — conf
TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification.
MICCAI (4)
Conghao Xiong, Yi Lin, Hao Chen, Hao Zheng, Dong Wei, Yefeng Zheng, Joseph J. Y. Sung, Irwin King
2024 J jnl
Tackling Long-Tailed Distribution Issue in Graph Neural Networks via Normalization.
IEEE Trans. Knowl. Data Eng.
Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Yuan Qi, Jieping Ye
2024 — conf
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing.
NAACL-HLT
Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung
2024 J jnl
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing.
CoRR
Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung
2024 J jnl
Towards Effective Top-N Hamming Search via Bipartite Graph Contrastive Hashing.
CoRR
Yankai Chen, Yixiang Fang, Yifei Zhang, Chenhao Ma, Yang Hong, Irwin King
2024 J jnl
Towards Effective Top-N Hamming Search via Bipartite Graph Contrastive Hashing.
IEEE Trans. Knowl. Data Eng.
Yankai Chen, Yixiang Fang, Yifei Zhang, Chenhao Ma, Yang Hong, Irwin King
2024 A* conf
Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations.
IJCAI
Ziqiao Meng, Liang Zeng, Zixing Song, Tingyang Xu, Peilin Zhao, Irwin King
2024 — conf
VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder.
NAACL-HLT (Findings)
Yueen Ma, Dafeng Chi, Jingjing Li, Kai Song, Yuzheng Zhuang, Irwin King
2024 J jnl
WaterSeeker: Efficient Detection of Watermarked Segments in Large Documents.
CoRR
Leyi Pan, Aiwei Liu, Yijian Lu, Zitian Gao, Yichen Di, Lijie Wen, Irwin King, Philip S. Yu
2024 J jnl
scNovel: a scalable deep learning-based network for novel rare cell discovery in single-cell transcriptomics.
Briefings Bioinform.
Chuanyang Zheng, Yixuan Wang, Yuqi Cheng, Xuesong Wang, Hongxin Wei, Irwin King, Yu Li
2023 — conf
1st Workshop on Federated Learning Technologies.
WWW (Companion Volume)
Mirko Polato, Roberto Esposito, Walter Riviera, Zenglin Xu, Irwin King
2023 — book
A Decade of MOOCs and Beyond - Platforms, Policies, Pedagogy, Technology, and Ecosystems with an Emphasis on Greater China
Irwin King, Wei-I Lee
2023 J jnl
A Private Watermark for Large Language Models.
CoRR
Aiwei Liu, Leyi Pan, Xuming Hu, Shu'ang Li, Lijie Wen, Irwin King, Philip S. Yu
2023 J jnl
A Survey of Text Watermarking in the Era of Large Language Models.
CoRR
Aiwei Liu, Leyi Pan, Yijian Lu, Jingjing Li, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu
2023 — conf
A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness and Privacy.
WWW (Companion Volume)
Yifei Zhang, Dun Zeng, Jinglong Luo, Zenglin Xu, Irwin King
2023 J jnl
A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness, and Privacy.
CoRR
Yifei Zhang, Dun Zeng, Jinglong Luo, Zenglin Xu, Irwin King
2023 J jnl
A Survey on Deep Semi-Supervised Learning.
IEEE Trans. Knowl. Data Eng.
Xiangli Yang, Zixing Song, Irwin King, Zenglin Xu
2023 J jnl
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection.
CoRR
Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan
2023 A* conf
A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges.
IJCAI
Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King
2023 J jnl
A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges.
CoRR
Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King
2023 J jnl
A phenomenographic approach on teacher conceptions of teaching Artificial Intelligence (AI) in K-12 schools.
Educ. Inf. Technol.
King Woon Yau, Ching Sing Chai, Thomas K. F. Chiu, Helen Meng, Irwin King, Yeung Yam
2023 J jnl
A survey on graph embedding techniques for biomedical data: Methods and applications.
Inf. Fusion
Yaozu Wu, Yankai Chen, Zhishuai Yin, Weiping Ding, Irwin King
2023 J jnl
Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive Learning.
CoRR
Yifei Zhang, Hao Zhu, Jiahong Liu, Piotr Koniusz, Irwin King
2023 J jnl
An Augmented Index-based Efficient Community Search for Large Directed Graphs.
CoRR
Yankai Chen, Jie Zhang, Yixiang Fang, Xin Cao, Irwin King
2023 — conf
An experiential learning approach to learn AI in an online workshop.
TALE
Yuan Xu, Ching Sing Chai, Helen Meng, Savio Wai-Ho Wong, King Woon Yau, Thomas K. F. Chiu, Irwin King, Yeung Yam
2023 A* conf
Bipartite Graph Convolutional Hashing for Effective and Efficient Top-N Search in Hamming Space.
WWW
Yankai Chen, Yixiang Fang, Yifei Zhang, Irwin King
2023 J jnl
Bipartite Graph Convolutional Hashing for Effective and Efficient Top-N Search in Hamming Space.
CoRR
Yankai Chen, Yixiang Fang, Yifei Zhang, Irwin King
2023 J jnl
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs.
IEEE Trans. Knowl. Data Eng.
Feng Xia, Lei Wang, Tao Tang, Xin Chen, Xiangjie Kong, Giles Oatley, Irwin King
2023 A* conf
Contrastive Cross-scale Graph Knowledge Synergy.
KDD
Yifei Zhang, Yankai Chen, Zixing Song, Irwin King
2023 A* conf
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification.
IJCAI
Conghao Xiong, Hao Chen, Joseph J. Y. Sung, Irwin King
2023 J jnl
Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification.
CoRR
Conghao Xiong, Hao Chen, Joseph J. Y. Sung, Irwin King
2023 A* conf
Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction.
IJCAI
Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King
2023 J jnl
Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction.
CoRR
Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King
2023 J jnl
Drug Synergistic Combinations Predictions via Large-Scale Pre-Training and Graph Structure Learning.
CoRR
Zhihang Hu, Qinze Yu, Yucheng Guo, Taifeng Wang, Irwin King, Xin Gao, Le Song, Yu Li
2023 A* conf
FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks.
IJCAI
Xinyu Fu, Irwin King
2023 J jnl
FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks.
CoRR
Xinyu Fu, Irwin King
2023 B conf
Flexible Contribution Estimation Methods for Horizontal Federated Learning.
IJCNN
Xiangjing Hu, Congjian Luo, Dun Zeng, Zenglin Xu, Ping Guo, Irwin King
2023 — conf
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks.
ACL (Findings)
Xuming Hu, Aiwei Liu, Zeqi Tan, Xin Zhang, Chenwei Zhang, Irwin King, Philip S. Yu
2023 J jnl
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks.
CoRR
Xuming Hu, Aiwei Liu, Zeqi Tan, Xin Zhang, Chenwei Zhang, Irwin King, Philip S. Yu
2023 — conf
Generalized Category Discovery with Clustering Assignment Consistency.
ICONIP (5)
Xiangli Yang, Xinglin Pan, Irwin King, Zenglin Xu
2023 J jnl
Generalized Category Discovery with Clustering Assignment Consistency.
CoRR
Xiangli Yang, Xinglin Pan, Irwin King, Zenglin Xu
2023 A* conf
Graph Component Contrastive Learning for Concept Relatedness Estimation.
AAAI
Yueen Ma, Zixing Song, Xuming Hu, Jingjing Li, Yifei Zhang, Irwin King
2023 J jnl
Graph-Based Semi-Supervised Learning: A Comprehensive Review.
IEEE Trans. Neural Networks Learn. Syst.
Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King
2023 A* conf
Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications.
KDD
Min Zhou, Menglin Yang, Bo Xiong, Hui Xiong, Irwin King
2023 A* conf
Hyperbolic Representation Learning: Revisiting and Advancing.
ICML
Menglin Yang, Min Zhou, Rex Ying, Yankai Chen, Irwin King
2023 J jnl
Hyperbolic Representation Learning: Revisiting and Advancing.
CoRR
Menglin Yang, Min Zhou, Rex Ying, Yankai Chen, Irwin King
2023 J jnl
Hyperbolic Temporal Network Embedding.
IEEE Trans. Knowl. Data Eng.
Menglin Yang, Min Zhou, Hui Xiong, Irwin King
2023 J jnl
Knowledge Transfer via Multi-Head Feature Adaptation for Whole Slide Image Classification.
CoRR
Conghao Xiong, Yi Lin, Hao Chen, Joseph J. Y. Sung, Irwin King
2023 J jnl
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue.
CoRR
Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong
2023 — conf
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues.
EMNLP (Findings)
Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong
2023 A conf
Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular Property Prediction.
SDM
Ziqiao Meng, Yaoman Li, Peilin Zhao, Yang Yu, Irwin King
2023 A* conf
Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective.
NeurIPS
Yifei Zhang, Hao Zhu, Yankai Chen, Zixing Song, Piotr Koniusz, Irwin King
2023 — conf
Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis.
ACL (2)
Xuming Hu, Zhijiang Guo, Zhiyang Teng, Irwin King, Philip S. Yu
2023 J jnl
Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis.
CoRR
Xuming Hu, Zhijiang Guo, Zhiyang Teng, Irwin King, Philip S. Yu
2023 A conf
Neural Architecture Search for Explainable Networks.
ECAI
Yaoman Li, Irwin King
2023 A* conf
No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning.
NeurIPS
Zixing Song, Yifei Zhang, Irwin King
2023 A* conf
Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning.
NeurIPS
Zixing Song, Yifei Zhang, Irwin King
2023 A* conf
Practical and Efficient Model Extraction of Sentiment Analysis APIs.
ICSE
Weibin Wu, Jianping Zhang, Victor Junqiu Wei, Xixian Chen, Zibin Zheng, Irwin King, Michael R. Lyu
2023 A* conf
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily.
NeurIPS
Langzhang Liang, Xiangjing Hu, Zenglin Xu, Zixing Song, Irwin King
2023 J jnl
Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
CoRR
Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng
2023 A* conf
Spectral Feature Augmentation for Graph Contrastive Learning and Beyond.
AAAI
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
2023 A* conf
Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction.
SIGIR
Xuming Hu, Zhaochen Hong, Chenwei Zhang, Irwin King, Philip S. Yu
2023 J jnl
Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction.
CoRR
Xuming Hu, Zhaochen Hong, Chenwei Zhang, Irwin King, Philip S. Yu
2023 A conf
Towards Fair Financial Services for All: A Temporal GNN Approach for Individual Fairness on Transaction Networks.
CIKM
Zixing Song, Yuji Zhang, Irwin King
2023 J jnl
VOLTA: Diverse and Controllable Question-Answer Pair Generation with Variational Mutual Information Maximizing Autoencoder.
CoRR
Yueen Ma, Dafeng Chi, Jingjing Li, Yuzheng Zhuang, Jianye Hao, Irwin King
2023 A* conf
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering.
SIGIR
Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King
2023 J jnl
WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering.
CoRR
Yankai Chen, Yifei Zhang, Menglin Yang, Zixing Song, Chen Ma, Irwin King
2023 A* conf
κHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning.
KDD
Menglin Yang, Min Zhou, Lujia Pan, Irwin King
2022 B conf
ACE: A Coarse-to-Fine Learning Framework for Reliable Representation Learning Against Label Noise.
IJCNN
Chenbin Zhang, Xiangli Yang, Jian Liang, Bing Bai, Kun Bai, Irwin King, Zenglin Xu
2022 — conf
An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching.
AACL/IJCNLP (2)
Yankai Chen, Yifei Zhang, Huifeng Guo, Ruiming Tang, Irwin King
2022 A* conf
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation.
ICDE
Yankai Chen, Yaming Yang, Yujing Wang, Jing Bai, Xiangchen Song, Irwin King
2022 A* conf
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning.
KDD
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
2022 J jnl
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning.
CoRR
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
2022 J jnl
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs.
CoRR
Feng Xia, Lei Wang, Tao Tang, Xin Chen, Xiangjie Kong, Giles Oatley, Irwin King
2022 J jnl
ConcreteGraph: A Data Augmentation Method Leveraging the Properties of Concept Relatedness Estimation.
CoRR
Yueen Ma, Zixing Song, Chirui Chang, Yue Yu, Irwin King
2022 J jnl
Creation and Evaluation of a Pretertiary Artificial Intelligence (AI) Curriculum.
IEEE Trans. Educ.
Thomas K. F. Chiu, Helen Meng, Ching-Sing Chai, Irwin King, Savio Wong, Yeung Yam
2022 — conf
Developing an AI literacy test for junior secondary students: The first stage.
TALE
King Woon Yau, Ching Sing Chai, Thomas K. F. Chiu, Helen Meng, Irwin King, Savio Wai-Ho Wong, Chandni Saxena, Yeung Yam
2022 J jnl
E2Efold-3D: End-to-End Deep Learning Method for accurate de novo RNA 3D Structure Prediction.
CoRR
Tao Shen, Zhihang Hu, Zhangzhi Peng, Jiayang Chen, Peng Xiong, Liang Hong, Liangzhen Zheng, Yixuan Wang, Irwin King, Sheng Wang, Siqi Sun, Yu Li
2022 J jnl
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing.
IEEE Trans. Software Eng.
Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu
2022 J jnl
Exploiting Inactive Examples for Natural Language Generation With Data Rejuvenation.
IEEE ACM Trans. Audio Speech Lang. Process.
Wenxiang Jiao, Xing Wang, Shilin He, Zhaopeng Tu, Irwin King, Michael R. Lyu
2022 J jnl
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction.
CoRR
Xuming Hu, Shiao Meng, Chenwei Zhang, Xiangli Yang, Lijie Wen, Irwin King, Philip S. Yu
2022 A* conf
Graph-adaptive Rectified Linear Unit for Graph Neural Networks.
WWW
Yifei Zhang, Hao Zhu, Ziqiao Meng, Piotr Koniusz, Irwin King
2022 J jnl
Graph-adaptive Rectified Linear Unit for Graph Neural Networks.
CoRR
Yifei Zhang, Hao Zhu, Ziqiao Meng, Piotr Koniusz, Irwin King
2022 A* conf
HICF: Hyperbolic Informative Collaborative Filtering.
KDD
Menglin Yang, Zhihao Li, Min Zhou, Jiahong Liu, Irwin King
2022 J jnl
HICF: Hyperbolic Informative Collaborative Filtering.
CoRR
Menglin Yang, Zhihao Li, Min Zhou, Jiahong Liu, Irwin King
2022 A* conf
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization.
WWW
Menglin Yang, Min Zhou, Jiahong Liu, Defu Lian, Irwin King
2022 J jnl
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization.
CoRR
Menglin Yang, Min Zhou, Jiahong Liu, Defu Lian, Irwin King
2022 A* conf
Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization.
AAAI
Zixing Song, Irwin King
2022 J jnl
Hyperbolic Curvature Graph Neural Network.
CoRR
Menglin Yang, Min Zhou, Lujia Pan, Irwin King
2022 J jnl
Hyperbolic Graph Neural Networks: A Review of Methods and Applications.
CoRR
Menglin Yang, Min Zhou, Zhihao Li, Jiahong Liu, Lujia Pan, Hui Xiong, Irwin King
2022 J jnl
Hyperbolic Graph Representation Learning: A Tutorial.
CoRR
Min Zhou, Menglin Yang, Lujia Pan, Irwin King
2022 J jnl
Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation.
CoRR
Xinni Zhang, Yankai Chen, Cuiyun Gao, Qing Liao, Shenglin Zhao, Irwin King
2022 A* conf
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation.
KDD
Yankai Chen, Huifeng Guo, Yingxue Zhang, Chen Ma, Ruiming Tang, Jingjie Li, Irwin King
2022 J jnl
Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation.
CoRR
Yankai Chen, Huifeng Guo, Yingxue Zhang, Chen Ma, Ruiming Tang, Jingjie Li, Irwin King
2022 J jnl
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation.
IEEE Trans. Pattern Anal. Mach. Intell.
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu
2022 J jnl
MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks.
CoRR
Xinyu Fu, Irwin King
2022 A conf
Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation.
WSDM
Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jianye Hao, Irwin King
2022 A* conf
Momentum Contrastive Pre-training for Question Answering.
EMNLP
Minda Hu, Muzhi Li, Yasheng Wang, Irwin King
2022 J jnl
Momentum Contrastive Pre-training for Question Answering.
CoRR
Minda Hu, Muzhi Li, Yasheng Wang, Irwin King
2022 J jnl
Multimodality in meta-learning: A comprehensive survey.
Knowl. Based Syst.
Yao Ma, Shilin Zhao, Weixiao Wang, Yaoman Li, Irwin King
2022 J jnl
ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization.
CoRR
Langzhang Liang, Zenglin Xu, Zixing Song, Irwin King, Jieping Ye
2022 — conf
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.
NAACL-HLT (Findings)
Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu
2022 J jnl
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.
CoRR
Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu
2022 J jnl
Self-supervised contrastive learning for integrative single cell RNA-seq data analysis.
Briefings Bioinform.
Wenkai Han, Yuqi Cheng, Jiayang Chen, Huawen Zhong, Zhihang Hu, Siyuan Chen, Licheng Zong, Liang Hong, Ting-Fung Chan, Irwin King, Xin Gao, Yu Li
2022 J jnl
Spectral Feature Augmentation for Graph Contrastive Learning and Beyond.
CoRR
Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King
2022 A* conf
Text Revision By On-the-Fly Representation Optimization.
AAAI
Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu
2022 J jnl
Text Revision by On-the-Fly Representation Optimization.
CoRR
Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu
2022 A* conf
Towards Efficient Post-training Quantization of Pre-trained Language Models.
NeurIPS
Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu
2022 A* conf
Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification.
KDD
Zixing Song, Yifei Zhang, Irwin King
2022 J jnl
Understanding in-app advertising issues based on large scale app review analysis.
Inf. Softw. Technol.
Cuiyun Gao, Jichuan Zeng, David Lo, Xin Xia, Irwin King, Michael R. Lyu
2021 J jnl
A Condense-then-Select Strategy for Text Summarization.
CoRR
Hou Pong Chan, Irwin King
2021 J jnl
A Literature Review of Recent Graph Embedding Techniques for Biomedical Data.
CoRR
Yankai Chen, Yaozu Wu, Shicheng Ma, Irwin King
2021 J jnl
A Survey on Deep Semi-supervised Learning.
CoRR
Xiangli Yang, Zixing Song, Irwin King, Zenglin Xu
2021 — conf
A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy.
ACL/IJCNLP (1)
Wang Chen, Piji Li, Irwin King
2021 J jnl
A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy.
CoRR
Wang Chen, Piji Li, Irwin King
2021 J jnl
A condense-then-select strategy for text summarization.
Knowl. Based Syst.
Hou Pong Chan, Irwin King
2021 J jnl
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Recommendation.
CoRR
Yankai Chen, Yaming Yang, Yujing Wang, Jing Bai, Xiangchen Song, Irwin King
2021 J jnl
Attributed Collaboration Network Embedding for Academic Relationship Mining.
ACM Trans. Web
Wei Wang, Jiaying Liu, Tao Tang, Suppawong Tuarob, Feng Xia, Zhiguo Gong, Irwin King
2021 — conf
BinaryBERT: Pushing the Limit of BERT Quantization.
ACL/IJCNLP (1)
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jin Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King
2021 J jnl
Controllable Summarization with Constrained Markov Decision Process.
CoRR
Hou Pong Chan, Lu Wang, Irwin King
2021 J jnl
Controllable Summarization with Constrained Markov Decision Process.
Trans. Assoc. Comput. Linguistics
Hou Pong Chan, Lu Wang, Irwin King
2021 J jnl
Creation and Evaluation of a Pre-tertiary Artificial Intelligence (AI) Curriculum.
CoRR
Thomas K. F. Chiu, Helen Meng, Ching-Sing Chai, Irwin King, Savio Wong, Yeung Yam
2021 — conf
DAP-BERT: Differentiable Architecture Pruning of BERT.
ICONIP (1)
Chung-Yiu Yau, Haoli Bai, Irwin King, Michael R. Lyu
2021 — conf
DeepCURATER: Deep Learning for CoURse And Teaching Evaluation and Review.
TALE
Zhihang Hu, Bhaavanaa Thumu, Yuren Qin, ZhiSheng Tao, Yijian Lu, Omar Kan, Yu Li, Irwin King
2021 J jnl
Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization.
CoRR
Wang Chen, Piji Li, Hou Pong Chan, Irwin King
2021 J jnl
Dialogue summarization with supporting utterance flow modelling and fact regularization.
Knowl. Based Syst.
Wang Chen, Piji Li, Hou Pong Chan, Irwin King
2021 B conf
Discrete Auto-regressive Variational Attention Models for Text Modeling.
IJCNN
Xianghong Fang, Haoli Bai, Jian Li, Zenglin Xu, Michael R. Lyu, Irwin King
2021 J jnl
Discrete Auto-regressive Variational Attention Models for Text Modeling.
CoRR
Xianghong Fang, Haoli Bai, Jian Li, Zenglin Xu, Michael R. Lyu, Irwin King
2021 A* conf
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space.
KDD
Menglin Yang, Min Zhou, Marcus Kalander, Zengfeng Huang, Irwin King
2021 J jnl
Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space.
CoRR
Menglin Yang, Min Zhou, Marcus Kalander, Zengfeng Huang, Irwin King
2021 J jnl
Do users care about ad's performance costs? Exploring the effects of the performance costs of in-app ads on user experience.
Inf. Softw. Technol.
Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu
2021 J jnl
FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding.
CoRR
Menglin Yang, Ziqiao Meng, Irwin King
2021 J jnl
Graph-based Semi-supervised Learning: A Comprehensive Review.
CoRR
Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King
2021 A* conf
Improving the Transferability of Adversarial Samples With Adversarial Transformations.
CVPR
Weibin Wu, Yuxin Su, Michael R. Lyu, Irwin King
2021 J jnl
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation.
CoRR
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu
2021 J jnl
Making Online Sketching Hashing Even Faster.
IEEE Trans. Knowl. Data Eng.
Xixian Chen, Haiqin Yang, Shenglin Zhao, Irwin King, Michael R. Lyu
2021 J jnl
Modeling Scale-free Graphs for Knowledge-aware Recommendation.
CoRR
Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jian Hao, Irwin King
2021 J jnl
Multimodality in Meta-Learning: A Comprehensive Survey.
CoRR
Yao Ma, Shilin Zhao, Weixiao Wang, Yaoman Li, Irwin King
2021 J jnl
Open-Retrieval Conversational Machine Reading.
CoRR
Yifan Gao, Jingjing Li, Michael R. Lyu, Irwin King
2021 J jnl
Rethinking Engineering Education: Policy, Pedagogy, and Assessment During Crises.
IEEE Signal Process. Mag.
Irwin King, Chandni Saxena, Christian Pak, Chak Ming Lam, Haiyan Cai
2021 — conf
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation.
ACL/IJCNLP (1)
Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King
2021 J jnl
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation.
CoRR
Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, Michael R. Lyu, Irwin King
2021 A conf
Semi-supervised Multi-label Learning for Graph-structured Data.
CIKM
Zixing Song, Ziqiao Meng, Yifei Zhang, Irwin King
2021 J jnl
Shifu2: A Network Representation Learning Based Model for Advisor-Advisee Relationship Mining.
IEEE Trans. Knowl. Data Eng.
Jiaying Liu, Feng Xia, Lei Wang, Bo Xu, Xiangjie Kong, Hanghang Tong, Irwin King
2021 J jnl
Temporal context-aware task recommendation in crowdsourcing systems.
Knowl. Based Syst.
Man-Ching Yuen, Irwin King, Kwong-Sak Leung
2021 J jnl
Towards Efficient Post-training Quantization of Pre-trained Language Models.
CoRR
Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, Michael R. Lyu
2021 J jnl
Towards Low-loss 1-bit Quantization of User-item Representations for Top-K Recommendation.
CoRR
Yankai Chen, Yifei Zhang, Yingxue Zhang, Huifeng Guo, Jingjie Li, Ruiming Tang, Xiuqiang He, Irwin King
2020 — conf
A Literature Review of Recent Graph Embedding Techniques for Biomedical Data.
ICONIP (5)
Yankai Chen, Yaozu Wu, Shicheng Ma, Irwin King
2020 — conf
A Survey of Graph Curvature and Embedding in Non-Euclidean Spaces.
ICONIP (2)
Chandni Saxena, Tianyu Liu, Irwin King
2020 A* conf
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss.
SIGIR
Hou Pong Chan, Wang Chen, Irwin King
2020 J jnl
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss.
CoRR
Hou Pong Chan, Wang Chen, Irwin King
2020 J jnl
An Empirical Study of In-App Advertising Issues Based on Large Scale App Review Analysis.
CoRR
Cuiyun Gao, Jichuan Zeng, David Lo, Xin Xia, Irwin King, Michael R. Lyu
2020 — conf
AutoGraph: Automated Graph Neural Network.
ICONIP (2)
Yaoman Li, Irwin King
2020 J jnl
AutoGraph: Automated Graph Neural Network.
CoRR
Yaoman Li, Irwin King
2020 J jnl
Automating App Review Response Generation.
CoRR
Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King
2020 J jnl
BinaryBERT: Pushing the Limit of BERT Quantization.
CoRR
Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jing Jin, Xin Jiang, Qun Liu, Michael R. Lyu, Irwin King
2020 A* conf
Boosting the Transferability of Adversarial Samples via Attention.
CVPR
Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai
2020 — conf
Crisis Resilience Pedagogy (CRP) for Teaching and Learning.
TALE
Rudi Santoso Chow, Chak Ming Lam, Irwin King
2020 — conf
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings.
EMNLP (1)
Yue Wang, Jing Li, Michael R. Lyu, Irwin King
2020 J jnl
Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings.
CoRR
Yue Wang, Jing Li, Michael R. Lyu, Irwin King
2020 — conf
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation.
EMNLP (1)
Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu
2020 J jnl
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation.
CoRR
Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, Michael R. Lyu, Zhaopeng Tu
2020 — conf
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning.
EMNLP (Findings)
Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King
2020 J jnl
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning.
CoRR
Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King
2020 — conf
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
EMNLP (1)
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020 J jnl
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
CoRR
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020 J jnl
Discrete Variational Attention Models for Language Generation.
CoRR
Xianghong Fang, Haoli Bai, Zenglin Xu, Michael R. Lyu, Irwin King
2020 J jnl
Do Users Care about Ad's Performance Costs? Exploring the Effects of the Performance Costs of In-App Ads on User Experience.
CoRR
Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu
2020 J jnl
EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
CoRR
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020 — conf
Education Technology for Online Learning in Times of Crisis.
TALE
Haiyan Cai, Irwin King
2020 J jnl
Effective Data-Aware Covariance Estimator From Compressed Data.
IEEE Trans. Neural Networks Learn. Syst.
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King
2020 J jnl
Effective Data-aware Covariance Estimator from Compressed Data.
CoRR
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King
2020 A* conf
Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach.
IJCAI
Yankai Chen, Jie Zhang, Yixiang Fang, Xin Cao, Irwin King
2020 J jnl
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing.
CoRR
Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu
2020 A* conf
Exclusive Hierarchical Decoding for Deep Keyphrase Generation.
ACL
Wang Chen, Hou Pong Chan, Piji Li, Irwin King
2020 J jnl
Exclusive Hierarchical Decoding for Deep Keyphrase Generation.
CoRR
Wang Chen, Hou Pong Chan, Piji Li, Irwin King
2020 A* conf
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
ACL
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020 — conf
Exploiting Unsupervised Data for Emotion Recognition in Conversations.
EMNLP (Findings)
Wenxiang Jiao, Michael R. Lyu, Irwin King
2020 J jnl
Exploiting Unsupervised Data for Emotion Recognition in Conversations.
CoRR
Wenxiang Jiao, Michael R. Lyu, Irwin King
2020 A* conf
FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding.
ICDM
Menglin Yang, Ziqiao Meng, Irwin King
2020 A* conf
Few Shot Network Compression via Cross Distillation.
AAAI
Haoli Bai, Jiaxiang Wu, Irwin King, Michael R. Lyu
2020 A* conf
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching.
CVPR
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu
2020 J jnl
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching.
CoRR
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu
2020 — conf
Learning 3D Face Reconstruction with a Pose Guidance Network.
ACCV (5)
Pengpeng Liu, Xintong Han, Michael R. Lyu, Irwin King, Jia Xu
2020 J jnl
Learning 3D Face Reconstruction with a Pose Guidance Network.
CoRR
Pengpeng Liu, Xintong Han, Michael R. Lyu, Irwin King, Jia Xu
2020 A* conf
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding.
WWW
Xinyu Fu, Jiani Zhang, Ziqiao Meng, Irwin King
2020 J jnl
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding.
CoRR
Xinyu Fu, Jiani Zhang, Ziqiao Meng, Irwin King
2020 J jnl
Making Online Sketching Hashing Even Faster.
CoRR
Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King
2020 — ed.
Neural Information Processing - 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part IV
ICONIP (4)
Haiqin Yang, Kitsuchart Pasupa, Andrew Chi-Sing Leung, James T. Kwok, Jonathan H. Chan, Irwin King
2020 — ed.
Neural Information Processing - 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 18-22, 2020, Proceedings, Part V
ICONIP (5)
Haiqin Yang, Kitsuchart Pasupa, Andrew Chi-Sing Leung, James T. Kwok, Jonathan H. Chan, Irwin King
2020 — ed.
Neural Information Processing - 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part I
ICONIP (1)
Haiqin Yang, Kitsuchart Pasupa, Andrew Chi-Sing Leung, James T. Kwok, Jonathan H. Chan, Irwin King
2020 — ed.
Neural Information Processing - 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part II
ICONIP (2)
Haiqin Yang, Kitsuchart Pasupa, Andrew Chi-Sing Leung, James T. Kwok, Jonathan H. Chan, Irwin King
2020 — ed.
Neural Information Processing - 27th International Conference, ICONIP 2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part III
ICONIP (3)
Haiqin Yang, Kitsuchart Pasupa, Andrew Chi-Sing Leung, James T. Kwok, Jonathan H. Chan, Irwin King
2020 — conf
Photon: A Robust Cross-Domain Text-to-SQL System.
ACL (demo)
Jichuan Zeng, Xi Victoria Lin, Steven C. H. Hoi, Richard Socher, Caiming Xiong, Michael R. Lyu, Irwin King
2020 J jnl
Photon: A Robust Cross-Domain Text-to-SQL System.
CoRR
Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi
2020 A* conf
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network.
AAAI
Wenxiang Jiao, Michael R. Lyu, Irwin King
2020 A* conf
Revisiting Parameter Sharing for Automatic Neural Channel Number Search.
NeurIPS
Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Xupeng Shi, Junzhou Huang, Irwin King, Michael R. Lyu, Jian Cheng
2020 J jnl
Shifu2: A Network Representation Learning Based Model for Advisor-advisee Relationship Mining.
CoRR
Jiaying Liu, Feng Xia, Lei Wang, Bo Xu, Xiangjie Kong, Hanghang Tong, Irwin King
2020 A* conf
Towards Global Explanations of Convolutional Neural Networks With Concept Attribution.
CVPR
Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai
2020 A* conf
Unsupervised Text Generation by Learning from Search.
NeurIPS
Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King
2020 J jnl
Unsupervised Text Generation by Learning from Search.
CoRR
Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, Michael R. Lyu, Irwin King
2020 — conf
VD-BERT: A Unified Vision and Dialog Transformer with BERT.
EMNLP (1)
Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi
2020 J jnl
VD-BERT: A Unified Vision and Dialog Transformer with BERT.
CoRR
Yue Wang, Shafiq R. Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi
2020 A* ed.
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
WWW
Yennun Huang, Irwin King, Tie-Yan Liu, Maarten van Steen
2020 A* conf
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process.
WWW
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2020 J jnl
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process.
CoRR
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2019 — conf
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction.
NAACL-HLT (1)
Wang Chen, Hou Pong Chan, Piji Li, Lidong Bing, Irwin King
2019 J jnl
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction.
CoRR
Wang Chen, Hou Pong Chan, Piji Li, Lidong Bing, Irwin King
2019 — conf
Architecture Search for Image Inpainting.
ISNN (1)
Yaoman Li, Irwin King
2019 A* conf
Automating App Review Response Generation.
ASE
Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King
2019 A conf
BigScholar 2019: The 6th Workshop on Big Scholarly Data.
CIKM
Feng Xia, Huan Liu, Irwin King, Kuansan Wang
2019 A* conf
DDFlow: Learning Optical Flow with Unlabeled Data Distillation.
AAAI
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu
2019 J jnl
DDFlow: Learning Optical Flow with Unlabeled Data Distillation.
CoRR
Pengpeng Liu, Irwin King, Michael R. Lyu, Jia Xu
2019 A conf
Deep Validation: Toward Detecting Real-World Corner Cases for Deep Neural Networks.
DSN
Weibin Wu, Hui Xu, Sanqiang Zhong, Michael R. Lyu, Irwin King
2019 A* conf
Difficulty Controllable Generation of Reading Comprehension Questions.
IJCAI
Yifan Gao, Lidong Bing, Wang Chen, Michael R. Lyu, Irwin King
2019 — conf
Emerging app issue identification from user feedback: experience on WeChat.
ICSE (SEIP)
Cuiyun Gao, Wujie Zheng, Yuetang Deng, David Lo, Jichuan Zeng, Michael R. Lyu, Irwin King
2019 J jnl
Few Shot Network Compression via Cross Distillation.
CoRR
Haoli Bai, Jiaxiang Wu, Irwin King, Michael R. Lyu
2019 A* conf
Generating Distractors for Reading Comprehension Questions from Real Examinations.
AAAI
Yifan Gao, Lidong Bing, Piji Li, Irwin King, Michael R. Lyu
2019 — conf
HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition.
NAACL-HLT (1)
Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu
2019 J jnl
HiGRU: Hierarchical Gated Recurrent Units for Utterance-level Emotion Recognition.
CoRR
Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu
2019 — conf
Improving Question Generation With to the Point Context.
EMNLP/IJCNLP (1)
Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu
2019 J jnl
Improving Question Generation With to the Point Context.
CoRR
Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, Michael R. Lyu
2019 J jnl
Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling.
CoRR
Wenxiang Jiao, Irwin King, Michael R. Lyu
2019 — conf
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling.
ACL (1)
Yifan Gao, Piji Li, Irwin King, Michael R. Lyu
2019 J jnl
Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling.
CoRR
Yifan Gao, Piji Li, Irwin King, Michael R. Lyu
2019 — conf
Microblog Hashtag Generation via Encoding Conversation Contexts.
NAACL-HLT (1)
Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi
2019 J jnl
Microblog Hashtag Generation via Encoding Conversation Contexts.
CoRR
Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi
2019 — conf
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards.
ACL (1)
Hou Pong Chan, Wang Chen, Lu Wang, Irwin King
2019 J jnl
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards.
CoRR
Hou Pong Chan, Wang Chen, Lu Wang, Irwin King
2019 — conf
Online Micro-Modules Library Production for Fundamental Programming Courses with Active Learning.
TALE
Rudi Chow, Marco Ho, Irwin King
2019 J jnl
PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition.
CoRR
Wenxiang Jiao, Michael R. Lyu, Irwin King
2019 A* conf
Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators.
IJCAI
Yuxin Su, Shenglin Zhao, Xixian Chen, Irwin King, Michael R. Lyu
2019 J jnl
Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network.
CoRR
Wenxiang Jiao, Michael R. Lyu, Irwin King
2019 A* conf
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems.
IJCAI
Jiani Zhang, Xingjian Shi, Shenglin Zhao, Irwin King
2019 J jnl
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems.
CoRR
Jiani Zhang, Xingjian Shi, Shenglin Zhao, Irwin King
2019 A* conf
SelFlow: Self-Supervised Learning of Optical Flow.
CVPR
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu
2019 J jnl
SelFlow: Self-Supervised Learning of Optical Flow.
CoRR
Pengpeng Liu, Michael R. Lyu, Irwin King, Jia Xu
2019 A* conf
Title-Guided Encoding for Keyphrase Generation.
AAAI
Wang Chen, Yifan Gao, Jiani Zhang, Irwin King, Michael R. Lyu
2019 — conf
Topic-Aware Neural Keyphrase Generation for Social Media Language.
ACL (1)
Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi
2019 J jnl
Topic-Aware Neural Keyphrase Generation for Social Media Language.
CoRR
Yue Wang, Jing Li, Hou Pong Chan, Irwin King, Michael R. Lyu, Shuming Shi
2019 J jnl
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations.
CoRR
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2019 J jnl
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations.
Trans. Assoc. Comput. Linguistics
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
2018 A* conf
A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization.
IJCAI
Xiaotian Yu, Irwin King, Michael R. Lyu, Tianbao Yang
2018 J jnl
Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation.
Neural Process. Lett.
Shenglin Zhao, Irwin King, Michael R. Lyu
2018 A* conf
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs.
NeurIPS
Han Shao, Xiaotian Yu, Irwin King, Michael R. Lyu
2018 J jnl
Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs.
CoRR
Han Shao, Xiaotian Yu, Irwin King, Michael R. Lyu
2018 A* conf
Code Completion with Neural Attention and Pointer Networks.
IJCAI
Jian Li, Yue Wang, Michael R. Lyu, Irwin King
2018 A conf
Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization.
CIKM
Yuxin Su, Michael R. Lyu, Irwin King
2018 J jnl
DeepObfuscation: Securing the Structure of Convolutional Neural Networks via Knowledge Distillation.
CoRR
Hui Xu, Yuxin Su, Zirui Zhao, Yangfan Zhou, Michael R. Lyu, Irwin King
2018 J jnl
Difficulty Controllable Question Generation for Reading Comprehension.
CoRR
Yifan Gao, Jianan Wang, Lidong Bing, Irwin King, Michael R. Lyu
2018 — conf
Exploring the effects of ad schemes on the performance cost of mobile phones.
A-Mobile@ASE
Cuiyun Gao, Jichuan Zeng, Federica Sarro, Michael R. Lyu, Irwin King
2018 A conf
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs.
UAI
Jiani Zhang, Xingjian Shi, Junyuan Xie, Hao Ma, Irwin King, Dit-Yan Yeung
2018 J jnl
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs.
CoRR
Jiani Zhang, Xingjian Shi, Junyuan Xie, Hao Ma, Irwin King, Dit-Yan Yeung
2018 J jnl
Generating Distractors for Reading Comprehension Questions from Real Examinations.
CoRR
Yifan Gao, Lidong Bing, Piji Li, Irwin King, Michael R. Lyu
2018 — conf
INFAR: insight extraction from app reviews.
ESEC/SIGSOFT FSE
Cuiyun Gao, Jichuan Zeng, David Lo, Chin-Yew Lin, Michael R. Lyu, Irwin King
2018 A conf
Neural Relational Topic Models for Scientific Article Analysis.
CIKM
Haoli Bai, Zhuangbin Chen, Michael R. Lyu, Irwin King, Zenglin Xu
2018 J jnl
Online Nonlinear AUC Maximization for Imbalanced Data Sets.
IEEE Trans. Neural Networks Learn. Syst.
Junjie Hu, Haiqin Yang, Michael R. Lyu, Irwin King, Anthony Man-Cho So
2018 A* conf
Online app review analysis for identifying emerging issues.
ICSE
Cuiyun Gao, Jichuan Zeng, Michael R. Lyu, Irwin King
2018 J jnl
Overlapping community detection with preference and locality information: a non-negative matrix factorization approach.
Soc. Netw. Anal. Min.
Hongyi Zhang, Xingyu Niu, Irwin King, Michael R. Lyu
2018 A conf
Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts.
ICME
Shenglin Zhao, Xixian Chen, Irwin King, Michael R. Lyu
2018 — book
Point-of-Interest Recommendation in Location-Based Social Networks
Shenglin Zhao, Michael R. Lyu, Irwin King
2018 A conf
Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs.
UAI
Xiaotian Yu, Han Shao, Michael R. Lyu, Irwin King
2018 — ch.
Social Recommendation in Dynamic Networks.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Hao Ma, Irwin King, Michael R. Lyu
2018 A* conf
Thread Popularity Prediction and Tracking with a Permutation-invariant Model.
EMNLP
Hou Pong Chan, Irwin King
2018 J jnl
Title-Guided Encoding for Keyphrase Generation.
CoRR
Wang Chen, Yifan Gao, Jiani Zhang, Irwin King, Michael R. Lyu
2018 A* conf
Topic Memory Networks for Short Text Classification.
EMNLP
Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King
2018 J jnl
Topic Memory Networks for Short Text Classification.
CoRR
Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King
2017 A conf
Aspect-level Sentiment Classification with HEAT (HiErarchical ATtention) Network.
CIKM
Jiajun Cheng, Shenglin Zhao, Jiani Zhang, Irwin King, Xin Zhang, Hui Wang
2017 A* conf
CBRAP: Contextual Bandits with RAndom Projection.
AAAI
Xiaotian Yu, Michael R. Lyu, Irwin King
2017 J jnl
Code Completion with Neural Attention and Pointer Networks.
CoRR
Jian Li, Yue Wang, Irwin King, Michael R. Lyu
2017 A* conf
Dynamic Key-Value Memory Networks for Knowledge Tracing.
WWW
Jiani Zhang, Xingjian Shi, Irwin King, Dit-Yan Yeung
2017 A conf
FROSH: FasteR Online Sketching Hashing.
UAI
Xixian Chen, Irwin King, Michael R. Lyu
2017 C conf
From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach.
ADMA
Xingyu Niu, Hongyi Zhang, Michael R. Lyu, Irwin King
2017 — conf
Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation.
ICONIP (5)
Shenglin Zhao, Irwin King, Michael R. Lyu
2017 — conf
Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation.
WWW (Companion Volume)
Shenglin Zhao, Tong Zhao, Irwin King, Michael R. Lyu
2017 J jnl
High-Resolution Deep Convolutional Generative Adversarial Networks.
CoRR
Joachim de Curtò, Irene C. Zarza, Fernando De la Torre, Irwin King, Michael R. Lyu
2017 B conf
Improving recommendation accuracy using networks of substitutable and complementary products.
IJCNN
Tong Zhao, Julian J. McAuley, Mengya Li, Irwin King
2017 J jnl
Introduction: special issue of selected papers from ACML 2015.
Mach. Learn.
Geoffrey Holmes, Tie-Yan Liu, Hang Li, Irwin King, Masashi Sugiyama, Zhi-Hua Zhou
2017 B conf
It's about time! Modeling customer behaviors as the secretary problem in daily deal websites.
IJCNN
Tong Zhao, Mandy Hu, Razieh Rahimi, Irwin King
2017 A* conf
Learning to Rank Using Localized Geometric Mean Metrics.
SIGIR
Yuxin Su, Irwin King, Michael R. Lyu
2017 J jnl
Learning to Rank Using Localized Geometric Mean Metrics.
CoRR
Yuxin Su, Irwin King, Michael R. Lyu
2017 — conf
Leveraging Social Connections to Improve Peer Assessment in MOOCs.
WWW (Companion Volume)
Hou Pong Chan, Irwin King
2017 A* conf
Mining Business Opportunities from Location-based Social Networks.
SIGIR
Shenglin Zhao, Irwin King, Michael R. Lyu, Jia Zeng, Mingxuan Yuan
2017 A* conf
Risk Control of Best Arm Identification in Multi-armed Bandits via Successive Rejects.
ICDM
Xiaotian Yu, Irwin King, Michael R. Lyu
2017 J jnl
Semantically Consistent Image Completion with Fine-grained Details.
CoRR
Pengpeng Liu, Xiaojuan Qi, Pinjia He, Yikang Li, Michael R. Lyu, Irwin King
2017 — conf
Shifu: Deep Learning Based Advisor-advisee Relationship Mining in Scholarly Big Data.
WWW (Companion Volume)
Wei Wang, Jiaying Liu, Feng Xia, Irwin King, Hanghang Tong
2017 B conf
Simple and efficient parallelization for probabilistic temporal tensor factorization.
IJCNN
Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, Michael R. Lyu
2017 A* conf
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data.
ICML
Xixian Chen, Michael R. Lyu, Irwin King
2017 — conf
Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method.
SIGSPATIAL/GIS
Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, Michael R. Lyu, Irwin King
2016 J jnl
A Survey of Point-of-interest Recommendation in Location-based Social Networks.
CoRR
Shenglin Zhao, Irwin King, Michael R. Lyu
2016 J jnl
A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks.
ACM Trans. Intell. Syst. Technol.
Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu
2016 — conf
Aggregated Temporal Tensor Factorization Model for Point-of-interest Recommendation.
ICONIP (3)
Shenglin Zhao, Michael R. Lyu, Irwin King
2016 — conf
An Online-Updating Approach on Task Recommendation in Crowdsourcing Systems.
ICONIP (1)
Man-Ching Yuen, Irwin King, Kwong-Sak Leung
2016 A conf
Constructing Reliable Gradient Exploration for Online Learning to Rank.
CIKM
Tong Zhao, Irwin King
2016 B conf
Distributed Information-Theoretic Metric Learning in Apache Spark.
IJCNN
Yuxin Su, Haiqin Yang, Irwin King, Michael R. Lyu
2016 J jnl
Dynamic Key-Value Memory Network for Knowledge Tracing.
CoRR
Jiani Zhang, Xingjian Shi, Irwin King, Dit-Yan Yeung
2016 J jnl
Extracting translations from comparable corpora for Cross-Language Information Retrieval using the language modeling framework.
Inf. Process. Manag.
Razieh Rahimi, Azadeh Shakery, Irwin King
2016 J jnl
GT-SEER: Geo-Temporal SEquential Embedding Rank for Point-of-interest Recommendation.
CoRR
Shenglin Zhao, Tong Zhao, Irwin King, Michael R. Lyu
2016 J jnl
Introduction to the Special Issue on Crowd in Intelligent Systems.
ACM Trans. Intell. Syst. Technol.
Kuan-Ta Chen, Omar Alonso, Martha A. Larson, Irwin King
2016 — conf
Locality-Sensitive Linear Bandit Model for Online Social Recommendation.
ICONIP (1)
Tong Zhao, Irwin King
2016 A* conf
Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection.
IJCAI
Hongyi Zhang, Tong Zhao, Irwin King, Michael R. Lyu
2016 B conf
Online non-negative dictionary learning via moment information for sparse Poisson coding.
IJCNN
Xiaotian Yu, Haiqin Yang, Irwin King, Michael R. Lyu
2016 A* conf
STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation.
AAAI
Shenglin Zhao, Tong Zhao, Haiqin Yang, Michael R. Lyu, Irwin King
2016 J jnl
Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization.
CoRR
Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, Michael R. Lyu
2016 — conf
Topological Order Discovery via Deep Knowledge Tracing.
ICONIP (4)
Jiani Zhang, Irwin King
2016 — conf
Trust-aware Peer Assessment using Multi-armed Bandit Algorithms.
WWW (Companion Volume)
Hou Pong Chan, Tong Zhao, Irwin King
2015 — ed.
2015 International Conference on Behavioral, Economic and Socio-cultural Computing, BESC 2015, Nanjing, China, October 30 - December 1, 2015.
BESC
Guandong Xu, Yves Demazeau, Shu-Heng Chen, Junjie Wu, Michael Gavin, Irwin King, Jie Cao, Zhiang Wu, Zhan Bu
2015 — conf
A Framework for Describing Multimedia Circulation in a Smartphone Ecosystem.
IFIP Int. Conf. Digital Forensics
Panagiotis Andriotis, Theo Tryfonas, George C. Oikonomou, Irwin King
2015 J jnl
A topic-biased user reputation model in rating systems.
Knowl. Inf. Syst.
Baichuan Li, Rong-Hua Li, Irwin King, Michael R. Lyu, Jeffrey Xu Yu
2015 J jnl
Boosting Response Aware Model-Based Collaborative Filtering.
IEEE Trans. Knowl. Data Eng.
Haiqin Yang, Guang Ling, Yuxin Su, Michael R. Lyu, Irwin King
2015 J jnl
Budget constrained non-monotonic feature selection.
Neural Networks
Haiqin Yang, Zenglin Xu, Michael R. Lyu, Irwin King
2015 A conf
Exploiting Game Theoretic Analysis for Link Recommendation in Social Networks.
CIKM
Tong Zhao, H. Vicky Zhao, Irwin King
2015 A* conf
Exploiting k-Degree Locality to Improve Overlapping Community Detection.
IJCAI
Hongyi Zhang, Michael R. Lyu, Irwin King
2015 A conf
Fast Relative-Error Approximation Algorithm for Ridge Regression.
UAI
Shouyuan Chen, Yang Liu, Michael R. Lyu, Irwin King, Shengyu Zhang
2015 B conf
Group buying in social coupon: Myths or facts.
IJCNN
Yuanyuan Man, Mantian Mandy Hu, Irwin King
2015 A conf
Improving Latent Factor Models via Personalized Feature Projection for One Class Recommendation.
CIKM
Tong Zhao, Julian J. McAuley, Irwin King
2015 A* conf
Incorporating Implicit Link Preference Into Overlapping Community Detection.
AAAI
Hongyi Zhang, Irwin King, Michael R. Lyu
2015 A* conf
Kernelized Online Imbalanced Learning with Fixed Budgets.
AAAI
Junjie Hu, Haiqin Yang, Irwin King, Michael R. Lyu, Anthony Man-Cho So
2015 J jnl
Learning to suggest questions in social media.
Knowl. Inf. Syst.
Tom Chao Zhou, Michael Rung-Tsong Lyu, Irwin King, Jie Lou
2015 J jnl
Maximum margin semi-supervised learning with irrelevant data.
Neural Networks
Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu
2015 J jnl
Multilingual information retrieval in the language modeling framework.
Inf. Retr. J.
Razieh Rahimi, Azadeh Shakery, Irwin King
2015 J jnl
TaskRec: A Task Recommendation Framework in Crowdsourcing Systems.
Neural Process. Lett.
Man-Ching Yuen, Irwin King, Kwong-Sak Leung
2015 A* conf
Training-Efficient Feature Map for Shift-Invariant Kernels.
IJCAI
Xixian Chen, Haiqin Yang, Irwin King, Michael R. Lyu
2015 A conf
WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications.
WSDM
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2014 C ed.
Advances in Neural Networks - ISNN 2014 - 11th International Symposium on Neural Networks, ISNN 2014, Hong Kong and Macao, China, November 28- December 1, 2014. Proceedings
ISNN
Zhigang Zeng, Yangmin Li, Irwin King
2014 A conf
Axiomatic Analysis of Cross-Language Information Retrieval.
CIKM
Razieh Rahimi, Azadeh Shakery, Irwin King
2014 — conf
Combinatorial Pure Exploration of Multi-Armed Bandits.
NIPS
Shouyuan Chen, Tian Lin, Irwin King, Michael R. Lyu, Wei Chen
2014 — conf
Corporate Leaders Analytics and Network System (CLANS): Constructing and Mining Social Networks among Corporations and Business Elites in China.
ICONIP (1)
Yuanyuan Man, Shuai Wang, Tian-Yu Zhang, T. J. Wong, Irwin King
2014 B conf
Exploiting homophily-based implicit social network to improve recommendation performance.
IJCNN
Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, Michael R. Lyu, Irwin King
2014 A conf
Gradient boosting factorization machines.
RecSys
Chen Cheng, Fen Xia, Tong Zhang, Irwin King, Michael R. Lyu
2014 J jnl
Graphical lasso quadratic discriminant function and its application to character recognition.
Neurocomputing
Bo Xu, Kaizhu Huang, Irwin King, Cheng-Lin Liu, Jun Sun, Satoshi Naoi
2014 — conf
Language technologies for enhancement of teaching and learning in writing.
WWW (Companion Volume)
Tak Pang Lau, Shuai Wang, Yuanyuan Man, Chi Fai Yuen, Irwin King
2014 A conf
Leveraging Social Connections to Improve Personalized Ranking for Collaborative Filtering.
CIKM
Tong Zhao, Julian J. McAuley, Irwin King
2014 — conf
Non-monotonic Feature Selection for Regression.
ICONIP (2)
Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu
2014 A conf
Ratings meet reviews, a combined approach to recommend.
RecSys
Guang Ling, Michael R. Lyu, Irwin King
2014 — ch.
Social Recommendation in Dynamic Networks.
Encyclopedia of Social Network Analysis and Mining
Hao Ma, Irwin King, Michael R. Lyu
2014 B conf
Welcome from DSAA 2014 chairs.
DSAA
Philip S. Yu, Masaru Kitsuregawa, Hiroshi Motoda, Bart Goethals, Minyi Guo, Longbing Cao, George Karypis, Irwin King, Wei Wang
2013 — ed.
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume
WWW (Companion Volume)
Leslie Carr, Alberto H. F. Laender, Bernadette Farias Lóscio, Irwin King, Marcus Fontoura, Denny Vrandecic, Lora Aroyo, José Palazzo M. de Oliveira, Fernanda Lima, Erik Wilde
2013 A* conf
A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers.
EMNLP
Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu
2013 A* conf
A Unified Framework for Reputation Estimation in Online Rating Systems.
IJCAI
Guang Ling, Irwin King, Michael R. Lyu
2013 — ed.
Behavior and Social Computing, International Workshop on Behavior and Social Informatics, BSI 2013, Gold Coast, QLD, Australia, April 14-17, 2013 and International Workshop on Behavior and Social Informatics and Computing, BSIC 2013, Beijing, China, August 3-9, 2013, Revised Selected Papers
BSI@PAKDD/BSIC@IJCAI
Longbing Cao, Hiroshi Motoda, Jaideep Srivastava, Ee-Peng Lim, Irwin King, Philip S. Yu, Wolfgang Nejdl, Guandong Xu, Gang Li, Ya Zhang
2013 — conf
Capturing Geographical Influence in POI Recommendations.
ICONIP (2)
Shenglin Zhao, Irwin King, Michael R. Lyu
2013 J jnl
Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization.
IEEE Trans. Serv. Comput.
Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King
2013 J jnl
Efficient online learning for multitask feature selection.
ACM Trans. Knowl. Discov. Data
Haiqin Yang, Michael R. Lyu, Irwin King
2013 — conf
Exact and Stable Recovery of Pairwise Interaction Tensors.
NIPS
Shouyuan Chen, Michael R. Lyu, Irwin King, Zenglin Xu
2013 J jnl
Introduction to Special section on Large-scale Data Mining.
Data Knowl. Eng.
Jie Tang, Ling Chen, Irwin King, Jianyong Wang
2013 J jnl
Introduction to the special section on twitter and microblogging services.
ACM Trans. Intell. Syst. Technol.
Irwin King, Wolfgang Nejdl
2013 A* conf
SCMF: Sparse Covariance Matrix Factorization for Collaborative Filtering.
IJCAI
Jianping Shi, Naiyan Wang, Yang Xia, Dit-Yan Yeung, Irwin King, Jiaya Jia
2013 A ed.
Seventh ACM Conference on Recommender Systems, RecSys '13, Hong Kong, China, October 12-16, 2013
RecSys
Qiang Yang, Irwin King, Qing Li, Pearl Pu, George Karypis
2013 — conf
Sparse Poisson coding for high dimensional document clustering.
IEEE BigData
Chenxia Wu, Haiqin Yang, Jianke Zhu, Jiemi Zhang, Irwin King, Michael R. Lyu
2013 A* conf
Where You Like to Go Next: Successive Point-of-Interest Recommendation.
IJCAI
Chen Cheng, Haiqin Yang, Michael R. Lyu, Irwin King
2012 A* conf
A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering.
AAAI
Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu
2012 — conf
A classification-based approach to question routing in community question answering.
WWW (Companion Volume)
Tom Chao Zhou, Michael R. Lyu, Irwin King
2012 — conf
Analyzing and predicting question quality in community question answering services.
WWW (Companion Volume)
Baichuan Li, Tan Jin, Michael R. Lyu, Irwin King, Barley Mak
2012 — conf
Are You a Social Conformer?
ICONIP (3)
Priyanka Garg, Irwin King, Michael R. Lyu
2012 B conf
Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing?
IJCNN
Baichuan Li, Michael R. Lyu, Irwin King
2012 J jnl
Component Ranking for Fault-Tolerant Cloud Applications.
IEEE Trans. Serv. Comput.
Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King
2012 A conf
Do ads compete or collaborate?: designing click models with full relationship incorporated.
CIKM
Xin Xin, Irwin King, Ritesh Agrawal, Michael R. Lyu, Heyan Huang
2012 J jnl
Enhanced Models for Expertise Retrieval Using Community-Aware Strategies.
IEEE Trans. Syst. Man Cybern. Part B
Hongbo Deng, Irwin King, Michael R. Lyu
2012 A* conf
Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks.
AAAI
Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu
2012 A conf
Information propagation in social rating networks.
CIKM
Priyanka Garg, Irwin King, Michael R. Lyu
2012 J jnl
MatchSim: a novel similarity measure based on maximum neighborhood matching.
Knowl. Inf. Syst.
Zhenjiang Lin, Michael R. Lyu, Irwin King
2012 J jnl
Mining Web Graphs for Recommendations.
IEEE Trans. Knowl. Data Eng.
Hao Ma, Irwin King, Michael R. Lyu
2012 — conf
Modeling and exploiting heterogeneous bibliographic networks for expertise ranking.
JCDL
Hongbo Deng, Jiawei Han, Michael R. Lyu, Irwin King
2012 B conf
Online learning for collaborative filtering.
IJCNN
Guang Ling, Haiqin Yang, Irwin King, Michael R. Lyu
2012 J jnl
Response Aware Model-Based Collaborative Filtering
CoRR
Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King
2012 A conf
Response Aware Model-Based Collaborative Filtering.
UAI
Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King
2012 J jnl
Special issue on advances in web intelligence.
Neurocomputing
Stefan M. Rüger, Vijay V. Raghavan, Irwin King, Jimmy Xiangji Huang
2012 — conf
TaskRec: Probabilistic Matrix Factorization in Task Recommendation in Crowdsourcing Systems.
ICONIP (2)
Man-Ching Yuen, Irwin King, Kwong-Sak Leung
2011 — conf
A Survey of Crowdsourcing Systems.
SocialCom/PASSAT
Man-Ching Yuen, Irwin King, Kwong-Sak Leung
2011 J jnl
A report on the fourth ACM international conference on web search and data mining (WSDM 2011).
SIGKDD Explor.
Irwin King, Hang Li
2011 — ed.
Advanced Data Mining and Applications - 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part I
ADMA (1)
Jie Tang, Irwin King, Ling Chen, Jianyong Wang
2011 — ed.
Advanced Data Mining and Applications - 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part II
ADMA (2)
Jie Tang, Irwin King, Ling Chen, Jianyong Wang
2011 A conf
CMAP: effective fusion of quality and relevance for multi-criteria recommendation.
WSDM
Xin Xin, Michael R. Lyu, Irwin King
2011 A conf
Can irrelevant data help semi-supervised learning, why and how?
CIKM
Haiqin Yang, Shenghuo Zhu, Irwin King, Michael R. Lyu
2011 J jnl
Efficient Sparse Generalized Multiple Kernel Learning.
IEEE Trans. Neural Networks
Haiqin Yang, Zenglin Xu, Jieping Ye, Irwin King, Michael R. Lyu
2011 — conf
Empirical Comparisons of Attack and Protection Algorithms for Online Social Networks.
ANT/MobiWIS
Mingzhen Mo, Irwin King, Kwong-Sak Leung
2011 — conf
Enrichment and Reductionism: Two Approaches for Web Query Classification.
ICONIP (3)
Ritesh Agrawal, Xiaofeng Yu, Irwin King, Rémi Zajac
2011 — conf
Graphical Lasso Quadratic Discriminant Function for Character Recognition.
ICONIP (3)
Bo Xu, Kaizhu Huang, Irwin King, Cheng-Lin Liu, Jun Sun, Satoshi Naoi
2011 J jnl
Improving Recommender Systems by Incorporating Social Contextual Information.
ACM Trans. Inf. Syst.
Hao Ma, Tom Chao Zhou, Michael R. Lyu, Irwin King
2011 B conf
Improving question retrieval in community question answering with label ranking.
IJCNN
Wei Wang, Baichuan Li, Irwin King
2011 A* conf
Learning to Suggest Questions in Online Forums.
AAAI
Tom Chao Zhou, Chin-Yew Lin, Irwin King, Michael R. Lyu, Young-In Song, Yunbo Cao
2011 J jnl
Learning to recommend with explicit and implicit social relations.
ACM Trans. Intell. Syst. Technol.
Hao Ma, Irwin King, Michael R. Lyu
2011 A* conf
Mining test oracles of web search engines.
ASE
Wujie Zheng, Hao Ma, Michael R. Lyu, Tao Xie, Irwin King
2011 A* conf
Probabilistic factor models for web site recommendation.
SIGIR
Hao Ma, Chao Liu, Irwin King, Michael R. Lyu
2011 A ed.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011
WSDM
Irwin King, Wolfgang Nejdl, Hang Li
2011 J jnl
QoS-Aware Web Service Recommendation by Collaborative Filtering.
IEEE Trans. Serv. Comput.
Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King
2011 A conf
Question identification on twitter.
CIKM
Baichuan Li, Xiance Si, Michael R. Lyu, Irwin King, Edward Y. Chang
2011 A conf
Question routing in community question answering: putting category in its place.
CIKM
Baichuan Li, Irwin King, Michael R. Lyu
2011 A conf
Recommender systems with social regularization.
WSDM
Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King
2011 — book
Social Media Tools and Platforms in Learning Environments.
Bebo White, Irwin King, Philip Tsang
2011 J jnl
Special Issue Review: Neurocomputing - Special Issue on Advances in Web Intelligence.
IEEE Intell. Informatics Bull.
Stefan M. Rüger, Vijay V. Raghavan, Irwin King, Jimmy Xiangji Huang
2011 — conf
Task Matching in Crowdsourcing.
iThings/CPSCom
Man-Ching Yuen, Irwin King, Kwong-Sak Leung
2011 J jnl
The Fourth ACM International Conference on Web Search and Data Mining (WSDM 2011).
SIGWEB Newsl.
Irwin King, Hang Li
2011 J jnl
The fourth ACM international conference on web search and data mining (WSDM 2011).
SIGIR Forum
Irwin King, Hang Li
2011 A conf
Towards a top-down and bottom-up bidirectional approach to joint information extraction.
CIKM
Xiaofeng Yu, Irwin King, Michael R. Lyu
2010 — ed.
2010 IEEE/ACM Int'l Conference on Green Computing and Communications, GreenCom 2010, & Int'l Conference on Cyber, Physical and Social Computing, CPSCom 2010, Hangzhou, China, December 18-20, 2010
GreenCom/CPSCom
Peidong Zhu, Lizhe Wang, Feng Xia, Huajun Chen, Ian McLoughlin, Shiao-Li Tsao, Mitsuhisa Sato, Sun-Ki Chai, Irwin King
2010 — ed.
2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010, Toronto, Canada, August 31 - September 3, 2010, Main Conference Proceedings
Web Intelligence
Jimmy Xiangji Huang, Irwin King, Vijay V. Raghavan, Stefan M. Rüger
2010 — conf
An Enhanced Semi-supervised Recommendation Model Based on Green's Function.
ICONIP (1)
Dingyan Wang, Irwin King
2010 J jnl
Bridging the Semantic Gap Between Image Contents and Tags.
IEEE Trans. Multim.
Hao Ma, Jianke Zhu, Michael R. Lyu, Irwin King
2010 — conf
Collaborative filtering model for user satisfaction prediction in Spoken Dialog System evaluation.
SLT
Zhaojun Yang, Baichuan Li, Yi Zhu, Irwin King, Gina-Anne Levow, Helen M. Meng
2010 — conf
Collection of user judgments on spoken dialog system with crowdsourcing.
SLT
Zhaojun Yang, Baichuan Li, Yi Zhu, Irwin King, Gina-Anne Levow, Helen M. Meng
2010 J jnl
Discriminative semi-supervised feature selection via manifold regularization.
IEEE Trans. Neural Networks
Zenglin Xu, Irwin King, Michael R. Lyu, Rong Jin
2010 A* conf
Diversifying Query Suggestion Results.
AAAI
Hao Ma, Michael R. Lyu, Irwin King
2010 — conf
Exploit of Online Social Networks with Community-Based Graph Semi-Supervised Learning.
ICONIP (1)
Mingzhen Mo, Irwin King
2010 B conf
Exploit of online social networks with Semi-Supervised Learning.
IJCNN
Mingzhen Mo, Dingyan Wang, Baichuan Li, Dan Hong, Irwin King
2010 A conf
FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications.
ISSRE
Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King
2010 — conf
Introduction to Social Computing.
DASFAA (2)
Irwin King
2010 A* conf
Introduction to social recommendation.
WWW
Irwin King, Michael R. Lyu, Hao Ma
2010 J jnl
Label Ranking with Semi-Supervised Learning.
Aust. J. Intell. Inf. Process. Syst.
Wei Wang, Irwin King
2010 B conf
Multi-task Learning for one-class classification.
IJCNN
Haiqin Yang, Irwin King, Michael R. Lyu
2010 A* conf
Online Learning for Group Lasso.
ICML
Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu
2010 A conf
Online learning for multi-task feature selection.
CIKM
Haiqin Yang, Irwin King, Michael R. Lyu
2010 — conf
Predicting user evaluations of spoken dialog systems using semi-supervised learning.
SLT
Baichuan Li, Zhaojun Yang, Yi Zhu, Helen M. Meng, Gina-Anne Levow, Irwin King
2010 — ed.
Proceedings of second ACM SIGMM workshop on Social media, WSM@MM 2010, Firenze, Italy, October 25, 2010
WSM@MM
Susanne Boll, Steven C. H. Hoi, Jiebo Luo, Roelof van Zwol, Rong Jin, Irwin King, Yiannis Kompatsiaris, Dong Xu
2010 A conf
Routing questions to appropriate answerers in community question answering services.
CIKM
Baichuan Li, Irwin King
2010 A* conf
Simple and Efficient Multiple Kernel Learning by Group Lasso.
ICML
Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, Michael R. Lyu
2010 A* conf
Smooth Optimization for Effective Multiple Kernel Learning.
AAAI
Zenglin Xu, Rong Jin, Shenghuo Zhu, Michael R. Lyu, Irwin King
2010 A* conf
UserRec: A User Recommendation Framework in Social Tagging Systems.
AAAI
Tom Chao Zhou, Hao Ma, Michael R. Lyu, Irwin King
2010 — conf
Using finite state machines for evaluating spoken dialog systems.
SLT
Yi Zhu, Zhaojun Yang, Helen M. Meng, Baichuan Li, Gina-Anne Levow, Irwin King
2009 — conf
A Survey of Human Computation Systems.
CSE (4)
Man-Ching Yuen, Ling-Jyh Chen, Irwin King
2009 J jnl
A Volume-Based Heat-Diffusion Classifier.
IEEE Trans. Syst. Man Cybern. Part B
Haixuan Yang, Michael R. Lyu, Irwin King
2009 J jnl
A biased minimax probability machine-based scheme for relevance feedback in image retrieval.
Neurocomputing
Xiang Peng, Irwin King
2009 B conf
A brief survey of computational approaches in Social Computing.
IJCNN
Irwin King, Jiexing Li, Kam Tong Chan
2009 A* conf
A generalized Co-HITS algorithm and its application to bipartite graphs.
KDD
Hongbo Deng, Michael R. Lyu, Irwin King
2009 J jnl
A novel kernel-based maximum a posteriori classification method.
Neural Networks
Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu
2009 A conf
A social recommendation framework based on multi-scale continuous conditional random fields.
CIKM
Xin Xin, Irwin King, Hongbo Deng, Michael R. Lyu
2009 — conf
Adaptive Regularization for Transductive Support Vector Machine.
NIPS
Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, Zhirong Yang
2009 J jnl
Arbitrary Norm Support Vector Machines.
Neural Comput.
Kaizhu Huang, Danian Zheng, Irwin King, Michael R. Lyu
2009 — conf
Automobile, car and BMW: horizontal and hierarchical approach in social tagging systems.
CIKM-SWSM
Tom Chao Zhou, Irwin King
2009 A* conf
Discriminative Semi-Supervised Feature Selection via Manifold Regularization.
IJCAI
Zenglin Xu, Rong Jin, Michael R. Lyu, Irwin King
2009 A conf
Effective latent space graph-based re-ranking model with global consistency.
WSDM
Hongbo Deng, Michael R. Lyu, Irwin King
2009 A conf
Enhancing expertise retrieval using community-aware strategies.
CIKM
Hongbo Deng, Irwin King, Michael R. Lyu
2009 — conf
Ensemble Learning for Imbalanced E-commerce Transaction Anomaly Classification.
ICONIP (1)
Haiqin Yang, Irwin King
2009 A* conf
Entropy-biased models for query representation on the click graph.
SIGIR
Hongbo Deng, Irwin King, Michael R. Lyu
2009 A* conf
First ACM SIGMM international workshop onsocial media (WSM'09).
ACM Multimedia
Susanne Boll, Steven C. H. Hoi, Jiebo Luo, Rong Jin, Irwin King, Dong Xu
2009 — conf
Heavy-Tailed Symmetric Stochastic Neighbor Embedding.
NIPS
Zhirong Yang, Irwin King, Zenglin Xu, Erkki Oja
2009 J jnl
Introduction.
J. Intell. Inf. Syst.
Irwin King, Christopher C. Yang
2009 A* conf
Learning to recommend with social trust ensemble.
SIGIR
Hao Ma, Irwin King, Michael R. Lyu
2009 A conf
Learning to recommend with trust and distrust relationships.
RecSys
Hao Ma, Michael R. Lyu, Irwin King
2009 B conf
Let's Tango - Finding the Right Couple for Feature-Opinion Association in Sentiment Analysis.
PAKDD
Kam Tong Chan, Irwin King
2009 J jnl
Localized support vector regression for time series prediction.
Neurocomputing
Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu
2009 J jnl
Managing knowledge on the Web - Extracting ontology from HTML Web.
Decis. Support Syst.
Timon C. Du, Feng Li, Irwin King
2009 A conf
MatchSim: a novel neighbor-based similarity measure with maximum neighborhood matching.
CIKM
Zhenjiang Lin, Michael R. Lyu, Irwin King
2009 — conf
Mathematical Modeling of Social Games.
CSE (4)
Kam Tong Chan, Irwin King, Man-Ching Yuen
2009 A* conf
Non-monotonic feature selection.
ICML
Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, Irwin King
2009 — ed.
Proceedings of the 2nd ACM Workshop on Social Web Search and Mining, CIKM-SWSM 2009, Hong Kong, China, November 2, 2009
CIKM-SWSM
Irwin King, Juan-Zi Li, Gui-Rong Xue, Jie Tang
2009 — ed.
Proceedings of the first SIGMM workshop on Social media, WSM@MM 2009, Beijing, China, October 23, 2009
WSM@MM
Susanne Boll, Steven C. H. Hoi, Jiebo Luo, Rong Jin, Irwin King, Dong Xu
2009 A conf
Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering.
CIKM
Hao Ma, Haixuan Yang, Irwin King, Michael R. Lyu
2009 B conf
Supervised Self-taught Learning: Actively transferring knowledge from unlabeled data.
IJCNN
Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu, Colin Campbell
2009 — conf
TagRec: Leveraging Tagging Wisdom for Recommendation.
CSE (4)
Tom Chao Zhou, Hao Ma, Irwin King, Michael R. Lyu
2009 A conf
WSRec: A Collaborative Filtering Based Web Service Recommender System.
ICWS
Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King
2009 — ed.
Weaving Services and People on the World Wide Web, [features some of the cutting-edge research work that were presented at the Workshop Track of the 17th International World Wide Web Conference (WWW 2008) held at Beijing, China, from April 21-25, 2008]
Weaving Services and People on the World Wide Web
Irwin King, Ricardo Baeza-Yates
2008 — conf
An Analytical Approach to Optimizing the Utility of ESP Games.
Web Intelligence
Chien-Wei Lin, Kuan-Ta Chen, Ling-Jyh Chen, Irwin King, Jimmy Ho-Man Lee
2008 — conf
An Analytical Study of Puzzle Selection Strategies for the ESP Game.
Web Intelligence
Ling-Jyh Chen, Bo-Chun Wang, Kuan-Ta Chen, Irwin King, Jimmy Ho-Man Lee
2008 — conf
An Extended Level Method for Efficient Multiple Kernel Learning.
NIPS
Zenglin Xu, Rong Jin, Irwin King, Michael R. Lyu
2008 A* conf
Direct Zero-Norm Optimization for Feature Selection.
ICDM
Kaizhu Huang, Irwin King, Michael R. Lyu
2008 J jnl
Editorial.
Int. J. Intell. Comput. Cybern.
Irwin King, Yangmin Li
2008 B conf
Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel.
IJCNN
Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu
2008 A* conf
Formal Models for Expert Finding on DBLP Bibliography Data.
ICDM
Hongbo Deng, Irwin King, Michael R. Lyu
2008 J jnl
International Conference on Neural Information Processing (ICONIP 2006).
Neurocomputing
Irwin King, Jun Wang
2008 A conf
Learning latent semantic relations from clickthrough data for query suggestion.
CIKM
Hao Ma, Haixuan Yang, Irwin King, Michael R. Lyu
2008 — conf
Learning with Consistency between Inductive Functions and Kernels.
NIPS
Haixuan Yang, Irwin King, Michael R. Lyu
2008 J jnl
Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally.
IEEE Trans. Neural Networks
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2008 A conf
Mining social networks using heat diffusion processes for marketing candidates selection.
CIKM
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
2008 — conf
RATE: A Review of Reviewers in a Manuscript Review Process.
Web Intelligence
Wei Wei, Kam Tong Chan, Irwin King, Jimmy Ho-Man Lee
2008 J jnl
Robust BMPM training based on second-order cone programming and its application in medical diagnosis.
Neural Networks
Xiang Peng, Irwin King
2008 A* conf
Semi-supervised Learning from General Unlabeled Data.
ICDM
Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu
2008 A conf
Semi-supervised text categorization by active search.
CIKM
Zenglin Xu, Rong Jin, Kaizhu Huang, Michael R. Lyu, Irwin King
2008 A conf
SoRec: social recommendation using probabilistic matrix factorization.
CIKM
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
2008 — conf
Sprinkled Latent Semantic Indexing for Text Classification with Background Knowledge.
ICONIP (2)
Haiqin Yang, Irwin King
2007 A conf
Bibliographic Attributes Extraction with Layer-upon-Layer Tagging.
ICDAR
Wei Wei, Irwin King, J. H. M. Lee
2007 A* conf
DiffusionRank: a possible penicillin for web spamming.
SIGIR
Haixuan Yang, Irwin King, Michael R. Lyu
2007 A* conf
Effective missing data prediction for collaborative filtering.
SIGIR
Hao Ma, Irwin King, Michael R. Lyu
2007 — conf
Efficient Convex Relaxation for Transductive Support Vector Machine.
NIPS
Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu
2007 A* conf
Efficient training on biased minimax probability machine for imbalanced text classification.
WWW
Xiang Peng, Irwin King
2007 — conf
Extending Link-based Algorithms for Similar Web Pages with Neighborhood Structure.
Web Intelligence
Zhenjiang Lin, Michael R. Lyu, Irwin King
2007 J jnl
Feature Selection Based on Minimum Error minimax Probability Machine.
Int. J. Pattern Recognit. Artif. Intell.
Zenglin Xu, Irwin King, Michael R. Lyu
2007 — conf
Kernel Maximum a Posteriori Classification with Error Bound Analysis.
ICONIP (1)
Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu
2007 B conf
Large Scale Imbalanced Classification with Biased Minimax Probability Machine.
IJCNN
Xiang Peng, Irwin King
2007 B conf
Maximum Margin based Semi-supervised Spectral Kernel Learning.
IJCNN
Zenglin Xu, Jianke Zhu, Michael R. Lyu, Irwin King
2007 A* conf
Measuring credibility of users in an e-learning environment.
WWW
Wei Wei, Jimmy Ho-Man Lee, Irwin King
2007 — conf
Remote augmented reality for multiple players over network.
Advances in Computer Entertainment Technology
Daniel Chun-Ming Leung, Pak-Shing Au, Irwin King, Edward Hon-Hei Yau
2007 J jnl
The generalized dependency degree between attributes.
J. Assoc. Inf. Sci. Technol.
Haixuan Yang, Irwin King, Michael R. Lyu
2007 B conf
Two-stage Multi-class AdaBoost for Facial Expression Recognition.
IJCNN
Hongbo Deng, Jianke Zhu, Michael R. Lyu, Irwin King
2007 A* conf
Web page classification with heterogeneous data fusion.
WWW
Zenglin Xu, Irwin King, Michael R. Lyu
2006 J jnl
A probabilistic cooperative-competitive hierarchical model for global optimization.
Appl. Math. Comput.
Kwong-Sak Leung, Irwin King, Y. B. Wong
2006 A* conf
A user profile-based approach for personal information access: shaping your information portfolio.
WWW
Lo Ka Kan, Xiang Peng, Irwin King
2006 C conf
Biased Minimax Probability Machine Active Learning for Relevance Feedback in Content-Based Image Retrieval.
IDEAL
Xiang Peng, Irwin King
2006 A* conf
Bilingual web page and site readability assessment.
WWW
Tak Pang Lau, Irwin King
2006 — conf
Imbalanced Learning in Relevance Feedback with Biased Minimax Probability Machine for Image Retrieval Tasks.
ICONIP (1)
Xiang Peng, Irwin King
2006 J jnl
Imbalanced learning with a biased minimax probability machine.
IEEE Trans. Syst. Man Cybern. Part B
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2006 B conf
Local Support Vector Regression for Financial Time Series Prediction.
IJCNN
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2006 J jnl
Maximizing sensitivity in medical diagnosis using biased minimax probability Machine.
IEEE Trans. Biomed. Eng.
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2006 — ed.
Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I
ICONIP (1)
Irwin King, Jun Wang, Laiwan Chan, DeLiang L. Wang
2006 — ed.
Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part II
ICONIP (2)
Irwin King, Jun Wang, Laiwan Chan, DeLiang L. Wang
2006 — ed.
Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part III
ICONIP (3)
Irwin King, Jun Wang, Laiwan Chan, DeLiang L. Wang
2006 — conf
PageSim: A Novel Link-Based Similarity Measure for the World Wide Web.
Web Intelligence
Zhenjiang Lin, Irwin King, Michael R. Lyu
2006 A* conf
PageSim: a novel link-based measure of web page aimilarity.
WWW
Zhenjiang Lin, Michael R. Lyu, Irwin King
2006 B conf
Predictive Random Graph Ranking on the Web.
IJCNN
Haixuan Yang, Irwin King, Michael R. Lyu
2005 — conf
Information retrieval in P2P networks using genetic algorithm.
WWW (Special interest tracks and posters)
Wan Yeung Wong, Tak Pang Lau, Irwin King
2005 — conf
Predictive ranking: a novel page ranking approach by estimating the web structure.
WWW (Special interest tracks and posters)
Haixuan Yang, Irwin King, Michael R. Lyu
2005 B conf
Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns.
MMM
Shi Lu, Michael R. Lyu, Irwin King
2005 — conf
Two-Phase LMR-RC Tagging for Chinese Word Segmentation.
SIGHAN@IJCNLP 2005
Tak Pang Lau, Irwin King
2004 — conf
Biased Minimax Probability Machine for Medical Diagnosis.
AI&M
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan
2004 B conf
Biased support vector machine for relevance feedback in image retrieval.
IJCNN
Steven Chu-Hong Hoi, Chi-Hang Chan, Kaizhu Huang, Michael R. Lyu, Irwin King
2004 J jnl
Branching competitive learning Network: A novel self-creating model.
IEEE Trans. Neural Networks
Huilin Xiong, M. N. S. Swamy, M. Omair Ahmad, Irwin King
2004 J jnl
Distributed content-based visual information retrieval system on peer-to-peer networks.
ACM Trans. Inf. Syst.
Irwin King, Cheuk Hang Ng, Ka Cheung Sia
2004 — conf
Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine.
CVPR (2)
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2004 A* conf
Learning large margin classifiers locally and globally.
ICML
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu
2004 B conf
Outliers Treatment in Support Vector Regression for Financial Time Series Prediction.
ICONIP
Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King, Michael R. Lyu
2004 J jnl
The Minimum Error Minimax Probability Machine.
J. Mach. Learn. Res.
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan
2004 B conf
Using Biased Support Vector Machine to Improve Retrieval Result in Image Retrieval with Self-organizing Map.
ICONIP
Chi-Hang Chan, Irwin King
2004 — conf
Video summarization by spatial-temporal graph optimization.
ISCAS (2)
Shi Lu, Michael R. Lyu, Irwin King
2004 A conf
Video summarization by video structure analysis and graph optimization.
ICME
Shi Lu, Irwin King, Michael R. Lyu
2003 C conf
A Face Processing System Based on Committee Machine: The Approach and Experimental Results.
CAIP
Kim-Fung Jang, Ho-Man Tang, Michael R. Lyu, Irwin King
2003 J jnl
Book Reviews.
IEEE Trans. Neural Networks
Irwin King, Raúl Rojas, Werner Dubitzky
2003 — conf
Face recognition committee machine.
ICASSP (2)
Ho-Man Tang, Michael R. Lyu, Irwin King
2003 A conf
Face recognition committee machine.
ICME
Ho-Man Tang, Michael R. Lyu, Irwin King
2003 Misc conf
Face recognition committee machines: dynamic vs. static structures.
ICIAP
Ho-Man Tang, Michael R. Lyu, Irwin King
2003 C conf
Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier.
ICANN
Kaizhu Huang, Irwin King, Michael R. Lyu
2003 J jnl
Integrated probability function and its application to content-based image retrieval by relevance feedback.
Pattern Recognit.
Irwin King, Zhong Jin
2003 — ed.
Proceedings of the Twelfth International World Wide Web Conference - Posters, WWW 2003, Budapest, Hungary, May 20-24, 2003
WWW (Posters)
Irwin King, Tamás Máray
2002 J jnl
An efficient decoding technique for Huffman codes.
Inf. Process. Lett.
Rezaul Alam Chowdhury, M. Kaykobad, Irwin King
2002 C conf
Support Vector Machine Regression for Volatile Stock Market Prediction.
IDEAL
Haiqin Yang, Laiwan Chan, Irwin King
2001 J jnl
A PCA approach for fast retrieval of structural patterns in attributed graphs.
IEEE Trans. Syst. Man Cybern. Part B
Lei Xu, Irwin King
2001 B conf
Hierarchical Classification of Documents with Error Control.
PAKDD
Chun Hung Cheng, Jian Tang, Ada Wai-Chee Fu, Irwin King
2000 J jnl
A Two-Stage Framework for Polygon Retrieval.
Multim. Tools Appl.
Lun Hsing Tung, Irwin King
2000 — conf
Chinese Cursive Script Character Image Retrieval Based on an Integrated Probability Function.
VISUAL
Irwin King, Zhong Jin, David Yuk-Ming Chan
2000 — conf
Content-Based Image Retrieval by Relevance Feedback.
VISUAL
Zhong Jin, Irwin King, Xuequn Li
2000 — conf
Regression Analysis for Rival Penalized Competitive Learning Binary Tree.
IJCNN (6)
Xuequn Li, Irwin King
1999 J jnl
A Distance Measure for Video Sequences.
Comput. Vis. Image Underst.
Donald A. Adjeroh, Moon-Chuen Lee, Irwin King
1999 B conf
Gaussian mixture distance for information retrieval.
IJCNN
Xiaoqi Li, Irwin King
1999 — conf
Genetic Algorithm for Weights Assignment in Dissimilarity Function for Trademark Retrieval.
VISUAL
David Yuk-Ming Chan, Irwin King
1999 — conf
Non-hierarchical Clustering with Rival Penalized Competitive Learning for Information Retrieval.
MLDM
Irwin King, Tak-Kan Lau
1998 — conf
A Distance Measure for Video Sequence Similarity Matching.
IW-MMDBMS
Donald A. Adjeroh, Moon-Chuen Lee, Irwin King
1998 — conf
An Efficient Iterative Pose Estimation Algorithm.
ACCV (2)
Siu-Hang Or, W. S. Luk, Kin-hong Wong, Irwin King
1998 J jnl
An efficient iterative pose estimation algorithm.
Image Vis. Comput.
Siu-Hang Or, W. S. Luk, Kin-hong Wong, Irwin King
1998 — conf
Intra-Block Max-Min Algorithm for Embedding Robust Digital Watermark into Images.
Multimedia Information Analysis and Retrieval
F. Y. Duan, Irwin King, Lai-Wan Chan, Lei Xu
1998 B conf
Intra-block algorithm for digital watermarking.
ICPR
F. Y. Duan, Irwin King, Lai-Wan Chan, Lei Xu
1998 — conf
Montage: An Image Database for the Fashion, Textile, and Clothing Industry in Hong Kong.
ACCV (1)
Tak-Kan Lau, Irwin King
1998 B conf
Noise Removal Based on Classification of Wavelet Coefficients Using Counterpropagation Neural Networks.
ICONIP
Xuequn Li, Irwin King
1998 B conf
Probabilistic cooperative-competitive hierarchical modeling as a genetic operator in global optimization.
SMC
Kwong-Sak Leung, T. J. Wong, Irwin King
1998 — ch.
Two-Stage Polygon Representation for Efficient Shape Retrieval in Image Databases.
Image Databases and Multi-Media Search
Lun Hsing Tung, Irwin King, Ping Fu Fung, Wing-Sze Lee
1998 — conf
Video Sequence Similarity Matching.
Multimedia Information Analysis and Retrieval
Donald A. Adjeroh, Irwin King, Moon-Chuen Lee
1997 — conf
A Two-Stage Framework for Polygon Retrieval Using Minimum Circular Error Bound.
ICIAP (1)
Lun Hsing Tung, Irwin King
1997 — conf
Competitive Learning Clustering for Information Retrieval in Image Databases.
ICONIP (2)
Irwin King, Tak-Kan Lau
1996 — conf
Facial expression synthesis by radial basis function network and image warping.
ICNN
Mary Y. Y. Leung, Hung Yen Hui, Irwin King
1996 — conf
Performance analysis of a new updating rule for TD(λ) learning in feedforward networks for position evaluation in Go game.
ICNN
Horace Wai-kit Chan, Irwin King, John C. S. Lui
1996 B conf
Randomized generalized Hough transform for 2-D gray scale object detection.
ICPR
Pina-Fu Fung, Wing-Sze Lee, Irwin King
1995 — conf
Least Mean Square Error Reconstruction Learning in Recurrent Network.
ICNN
Bailing Zhang, Qin Zhou, Irwin King, Lei Xu
1995 J jnl
Report on the Computer Strategy-Game Programming Workshop.
ICCA J.
Irwin King
1988 J jnl
Three neural models which process temporal information.
Neural Networks
DeLiang Wang, Irwin King