PPaperPicks

Irwin King

Chinese University of Hong Kong

54 papers at tracked venues · 34 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8106-6447 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×12EMNLP ×8NAACL ×7AAAI ×6SIGKDD ×6ACL ×5IJCAI ×2MICCAI ×2NeurIPS ×2CIKM ×1ICCV ×1ICLR ×1ICML ×1

Frequent coauthors

Yifei Zhang
×12
Yankai Chen
×8
Zenglin Xu
×8
Jiahong Liu
×8
Zixing Song
×8
Wenqian Cui
×6
Aiwei Liu
×6
Minda Hu
×6
Ziqiao Meng
×6
Philip S. Yu
×5
Jingjing Li
×5
Xinni Zhang
×4

Papers

  1. ConSurv: Multimodal Continual Learning for Survival Analysis
    AAAI 2026 ·
    Dianzhi Yu
    ,
    Conghao Xiong
    ,
    Yankai Chen
    ,
    Wenqian Cui
    ,
    Xinni Zhang
    ,
    Yifei Zhang
    ,
    Hao Chen
    ,
    Joseph J. Y. Sung
    , Irwin King
  2. FL@FM-TheWebConf'26: The 3rd International Workshop on Federated Foundation Models for the Web
    WWW 2026 · Irwin King,
    Guodong Long
    ,
    Zenglin Xu
    ,
    Han Yu
    ,
    Xiaoli Tang
    ,
    Liping Yi
  3. Generative Archetype-Grounded Item Representations for Sequential Recommendation
    WWW 2026 ·
    Yifan Li
    ,
    Jiahong Liu
    ,
    Xinni Zhang
    ,
    Hao Chen
    ,
    Yankai Chen
    ,
    Wenhao Yu
    ,
    Jianting Chen
    , Irwin King
  4. LLM-Enhanced Web-Centric Spatio-Temporal Intelligence: Methods, Applications, and Frontier Research
    WWW 2026 ·
    Zijian Zhang
    ,
    Hao Miao
    ,
    Yuxuan Liang
    ,
    Yan Zhao
    , Irwin King
  5. MTR-DuplexBench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models
    ACL 2026 ·
    Zhang He
    ,
    Wenqian Cui
    ,
    Haoning Xu
    ,
    Xiao-Hui Li
    ,
    Lei Zhu
    ,
    Haoli Bai
    ,
    Shaohua Ma
    , Irwin King
  6. SemaCDR: LLM-Powered Transferable Semantics for Cross-Domain Sequential Recommendation
    WWW 2026 ·
    Chunxu Zhang
    ,
    Shanqiang Huang
    ,
    Zijian Zhang
    ,
    Jiahong Liu
    ,
    Linsong Yu
    ,
    Ruiqi Wan
    ,
    Bo Yang
    , Irwin King
  7. Semi-supervised Instruction Tuning for Large Language Models on Text-Attributed Graphs
    WWW 2026 ·
    Zixing Song
    , Irwin King
  8. TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents
    WWW 2026 ·
    Yanyu Chen
    ,
    Jiyue Jiang
    ,
    Jiahong Liu
    ,
    Yifei Zhang
    ,
    Xiao Guo
    , Irwin King
  9. UrbanMoE: A Sparse Multi-Modal Mixture-of-Experts Framework for Multi-Task Urban Region Profiling
    WWW 2026 ·
    Pingping Liu
    ,
    Jiamiao Liu
    ,
    Zijian Zhang
    ,
    Hao Miao
    ,
    Qi Jiang
    ,
    Qingliang Li
    ,
    Qiuzhan Zhou
    , Irwin King
  10. Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following
    EMNLP 2025 ·
    Yueen Ma
    ,
    Dafeng Chi
    ,
    Shiguang Wu
    ,
    Yuecheng Liu
    ,
    Yuzheng Zhuang
    , Irwin King
  11. Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
    ACL 2025 ·
    Leyi Pan
    ,
    Aiwei Liu
    ,
    Shiyu Huang
    ,
    Yijian Lu
    ,
    Xuming Hu
    ,
    Lijie Wen
    , Irwin King,
    Philip S. Yu
  12. Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning
    AAAI 2025 ·
    Muzhi Li
    ,
    Cehao Yang
    ,
    Chengjin Xu
    ,
    Zixing Song
    ,
    Xuhui Jiang
    ,
    Jian Guo
    ,
    Ho-fung Leung
    , Irwin King
  13. Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation
    SIGKDD 2025 ·
    Meng Qin
    ,
    Jiahong Liu
    , Irwin King
  14. Entropy-Based Decoding for Retrieval-Augmented Large Language Models
    NAACL 2025 ·
    Zexuan Qiu
    ,
    Zijing Ou
    ,
    Bin Wu
    ,
    Jingjing Li
    ,
    Aiwei Liu
    , Irwin King
  15. FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025
    WWW 2025 · Irwin King,
    Guodong Long
    ,
    Zenglin Xu
    ,
    Yifei Zhang
    ,
    Han Yu
  16. FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation with Enhanced Communication Efficiency
    WWW 2025 ·
    Zixing Song
    , Irwin King,
    José Miguel Hernández-Lobato
  17. From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models
    EMNLP 2025 ·
    Zhihan Guo
    ,
    Jiele Wu
    ,
    Wenqian Cui
    ,
    Yifei Zhang
    ,
    Minda Hu
    ,
    Yufei Wang
    , Irwin King
  18. G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
    WWW 2025 ·
    Yuhan Li
    ,
    Xinni Zhang
    ,
    Linhao Luo
    ,
    Heng Chang
    ,
    Yuxiang Ren
    , Irwin King,
    Jia Li
  19. Hyperbolic Fine-Tuning for Large Language Models
    NeurIPS 2025 ·
    Menglin Yang
    ,
    Ram Samarth B. B.
    ,
    Aosong Feng
    ,
    Bo Xiong
    ,
    Jiahong Liu
    , Irwin King,
    Rex Ying
  20. NILE: Internal Consistency Alignment in Large Language Models
    EMNLP 2025 ·
    Minda Hu
    ,
    Qiyuan Zhang
    ,
    Yufei Wang
    ,
    Bowei He
    ,
    Hongru Wang
    ,
    Jingyan Zhou
    ,
    Liangyou Li
    ,
    Yasheng Wang
    ,
    Chen Ma
    , Irwin King
  21. NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
    ICML 2025 ·
    Qichao Wang
    ,
    Ziqiao Meng
    ,
    Wenqian Cui
    ,
    Yifei Zhang
    ,
    Pengcheng Wu
    ,
    Bingzhe Wu
    , Irwin King,
    Liang Chen
    ,
    Peilin Zhao
  22. Position: LLMs Can be Good Tutors in English Education
    EMNLP 2025 ·
    Jingheng Ye
    ,
    Shen Wang
    ,
    Deqing Zou
    ,
    Yibo Yan
    ,
    Kun Wang
    ,
    Hai-Tao Zheng
    ,
    Ruitong Liu
    ,
    Zenglin Xu
    , Irwin King,
    Philip S. Yu
    ,
    Qingsong Wen
  23. Recent Advances in Speech Language Models: A Survey
    ACL 2025 ·
    Wenqian Cui
    ,
    Dianzhi Yu
    ,
    Xiaoqi Jiao
    ,
    Ziqiao Meng
    ,
    Guangyan Zhang
    ,
    Qichao Wang
    ,
    Steven Y. Guo
    , Irwin King
  24. Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion
    NAACL 2025 ·
    Muzhi Li
    ,
    Cehao Yang
    ,
    Chengjin Xu
    ,
    Xuhui Jiang
    ,
    Yiyan Qi
    ,
    Jian Guo
    ,
    Ho-fung Leung
    , Irwin King
  25. Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning
    ICCV 2025 ·
    Hung-Chieh Fang
    ,
    Hsuan-Tien Lin
    , Irwin King,
    Yifei Zhang
  26. Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time
    SIGKDD 2025 ·
    Zixing Song
    ,
    Muzhi Li
    ,
    Yifei Zhang
    , Irwin King,
    José Miguel Hernández-Lobato
  27. Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning
    SIGKDD 2025 ·
    Yifei Zhang
    ,
    Hao Zhu
    ,
    Menglin Yang
    ,
    Jiahong Liu
    ,
    Rex Ying
    , Irwin King,
    Piotr Koniusz
  28. VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models
    ACL 2025 ·
    Wenqian Cui
    ,
    Xiaoqi Jiao
    ,
    Ziqiao Meng
    , Irwin King
  29. WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents
    NAACL 2025 ·
    Leyi Pan
    ,
    Aiwei Liu
    ,
    Yijian Lu
    ,
    Zitian Gao
    ,
    Yichen Di
    ,
    Lijie Wen
    , Irwin King,
    Philip S. Yu
  30. WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
    EMNLP 2025 ·
    Minda Hu
    ,
    Tianqing Fang
    ,
    Jianshu Zhang
    ,
    Jun-Yu Ma
    ,
    Zhisong Zhang
    ,
    Jingyan Zhou
    ,
    Hongming Zhang
    ,
    Haitao Mi
    ,
    Dong Yu
    , Irwin King
  31. A Diffusion-Based Pre-training Framework for Crystal Property Prediction
    AAAI 2024 ·
    Zixing Song
    ,
    Ziqiao Meng
    , Irwin King
  32. A Systematic Survey on Federated Semi-supervised Learning
    IJCAI 2024 ·
    Zixing Song
    ,
    Xiangli Yang
    ,
    Yifei Zhang
    ,
    Xinyu Fu
    ,
    Zenglin Xu
    , Irwin King
  33. An Entropy-based Text Watermarking Detection Method
    ACL 2024 ·
    Yijian Lu
    ,
    Aiwei Liu
    ,
    Dianzhi Yu
    ,
    Jingjing Li
    , Irwin King
  34. An Unforgeable Publicly Verifiable Watermark for Large Language Models
    ICLR 2024 ·
    Aiwei Liu
    ,
    Leyi Pan
    ,
    Xuming Hu
    ,
    Shuang Li
    ,
    Lijie Wen
    , Irwin King,
    Philip S. Yu
  35. CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models
    EMNLP 2024 ·
    Zexuan Qiu
    ,
    Jingjing Li
    ,
    Shijue Huang
    ,
    Xiaoqi Jiao
    ,
    Wanjun Zhong
    , Irwin King
  36. Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks
    AAAI 2024 ·
    Yankai Chen
    ,
    Yixiang Fang
    ,
    Qiongyan Wang
    ,
    Xin Cao
    , Irwin King
  37. EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction
    CIKM 2024 ·
    Zexuan Qiu
    ,
    Jieming Zhu
    ,
    Yankai Chen
    ,
    Guohao Cai
    ,
    Weiwen Liu
    ,
    Zhenhua Dong
    , Irwin King
  38. FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web
    WWW 2024 · Irwin King,
    Guodong Long
    ,
    Zenglin Xu
    ,
    Han Yu
  39. FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling
    WWW 2024 ·
    Zhihan Guo
    ,
    Yifei Zhang
    ,
    Zhuo Zhang
    ,
    Zenglin Xu
    , Irwin King
  40. FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering
    NAACL 2024 ·
    Zhihan Guo
    ,
    Yifei Zhang
    ,
    Zhuo Zhang
    ,
    Zenglin Xu
    , Irwin King
  41. Geometric View of Soft Decorrelation in Self-Supervised Learning
    SIGKDD 2024 ·
    Yifei Zhang
    ,
    Hao Zhu
    ,
    Zixing Song
    ,
    Yankai Chen
    ,
    Xinyu Fu
    ,
    Ziqiao Meng
    ,
    Piotr Koniusz
    , Irwin King
  42. HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval
    AAAI 2024 ·
    Zexuan Qiu
    ,
    Jiahong Liu
    ,
    Yankai Chen
    , Irwin King
  43. Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space
    SIGKDD 2024 ·
    Menglin Yang
    ,
    Harshit Verma
    ,
    Delvin Ce Zhang
    ,
    Jiahong Liu
    , Irwin King,
    Rex Ying
  44. Influential Exemplar Replay for Incremental Learning in Recommender Systems
    AAAI 2024 ·
    Xinni Zhang
    ,
    Yankai Chen
    ,
    Chenhao Ma
    ,
    Yixiang Fang
    , Irwin King
  45. MarkLLM: An Open-Source Toolkit for LLM Watermarking
    EMNLP 2024 ·
    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
  46. MoME: Mixture of Multimodal Experts for Cancer Survival Prediction
    MICCAI 2024 ·
    Conghao Xiong
    ,
    Hao Chen
    ,
    Hao Zheng
    ,
    Dong Wei
    ,
    Yefeng Zheng
    ,
    Joseph J. Y. Sung
    , Irwin King
  47. On the Necessity of Collaboration for Online Model Selection with Decentralized Data
    NeurIPS 2024 ·
    Junfan Li
    ,
    Zheshun Wu
    ,
    Zenglin Xu
    , Irwin King
  48. Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
    NAACL 2024 ·
    Jingyan Zhou
    ,
    Minda Hu
    ,
    Junan Li
    ,
    Xiaoying Zhang
    ,
    Xixin Wu
    , Irwin King,
    Helen Meng
  49. SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation
    EMNLP 2024 ·
    Minda Hu
    ,
    Licheng Zong
    ,
    Hongru Wang
    ,
    Jingyan Zhou
    ,
    Jingjing Li
    ,
    Yichen Gao
    ,
    Kam-Fai Wong
    ,
    Yu Li
    , Irwin King
  50. Shopping Trajectory Representation Learning with Pre-training for E-commerce Customer Understanding and Recommendation
    SIGKDD 2024 ·
    Yankai Chen
    ,
    Quoc-Tuan Truong
    ,
    Xin Shen
    ,
    Jin Li
    , Irwin King
  51. TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification
    MICCAI 2024 ·
    Conghao Xiong
    ,
    Yi Lin
    ,
    Hao Chen
    ,
    Hao Zheng
    ,
    Dong Wei
    ,
    Yefeng Zheng
    ,
    Joseph J. Y. Sung
    , Irwin King
  52. The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing
    NAACL 2024 ·
    Muzhi Li
    ,
    Minda Hu
    , Irwin King,
    Ho-fung Leung
  53. Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations
    IJCAI 2024 ·
    Ziqiao Meng
    ,
    Liang Zeng
    ,
    Zixing Song
    ,
    Tingyang Xu
    ,
    Peilin Zhao
    , Irwin King
  54. VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder
    NAACL 2024 ·
    Yueen Ma
    ,
    Dafeng Chi
    ,
    Jingjing Li
    ,
    Kai Song
    ,
    Yuzheng Zhuang
    , Irwin King