PPaperPicks

Irwin King

Chinese University of Hong Kong

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

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Venues

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

Frequent coauthors

Zixing Song
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Zexuan Qiu
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Leyi Pan
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Muzhi Li
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Zhihan Guo
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Minda Hu
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Yueen Ma
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Menglin Yang
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Wenqian Cui
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Yifei Zhang
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Yankai Chen
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Conghao Xiong
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Papers

  1. ConSurv: Multimodal Continual Learning for Survival Analysis
    AAAI 2026 ·
    Dianzhi Yu
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  2. FL@FM-TheWebConf'26: The 3rd International Workshop on Federated Foundation Models for the Web
    WWW 2026 · Irwin King
  3. Generative Archetype-Grounded Item Representations for Sequential Recommendation
    WWW 2026 ·
    Yifan Li
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  4. LLM-Enhanced Web-Centric Spatio-Temporal Intelligence: Methods, Applications, and Frontier Research
    WWW 2026 ·
    Zijian Zhang
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  5. MTR-DuplexBench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models
    ACL 2026 ·
    Zhang He
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  6. SemaCDR: LLM-Powered Transferable Semantics for Cross-Domain Sequential Recommendation
    WWW 2026 ·
    Chunxu Zhang
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  7. Semi-supervised Instruction Tuning for Large Language Models on Text-Attributed Graphs
    WWW 2026 ·
    Zixing Song
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  8. TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents
    WWW 2026 ·
    Yanyu Chen
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  9. UrbanMoE: A Sparse Multi-Modal Mixture-of-Experts Framework for Multi-Task Urban Region Profiling
    WWW 2026 ·
    Pingping Liu
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  10. Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following
    EMNLP 2025 ·
    Yueen Ma
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  11. Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?
    ACL 2025 ·
    Leyi Pan
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  12. Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning
    AAAI 2025 ·
    Muzhi Li
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  13. Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation
    SIGKDD 2025 ·
    Meng Qin
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  14. Entropy-Based Decoding for Retrieval-Augmented Large Language Models
    NAACL 2025 ·
    Zexuan Qiu
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  15. FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025
    WWW 2025 · Irwin King
  16. FedEDM: Federated Equivariant Diffusion Model for 3D Molecule Generation with Enhanced Communication Efficiency
    WWW 2025 ·
    Zixing Song
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  17. From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models
    EMNLP 2025 ·
    Zhihan Guo
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  18. G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation
    WWW 2025 ·
    Yuhan Li
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  19. Hyperbolic Fine-Tuning for Large Language Models
    NeurIPS 2025 ·
    Menglin Yang
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  20. NILE: Internal Consistency Alignment in Large Language Models
    EMNLP 2025 ·
    Minda Hu
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  21. NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction
    ICML 2025 ·
    Qichao Wang
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  22. Position: LLMs Can be Good Tutors in English Education
    EMNLP 2025 ·
    Jingheng Ye
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  23. Recent Advances in Speech Language Models: A Survey
    ACL 2025 ·
    Wenqian Cui
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  24. Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion
    NAACL 2025 ·
    Muzhi Li
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  25. Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning
    ICCV 2025 ·
    Hung-Chieh Fang
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  26. Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time
    SIGKDD 2025 ·
    Zixing Song
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  27. Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning
    SIGKDD 2025 ·
    Yifei Zhang
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  28. VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models
    ACL 2025 ·
    Wenqian Cui
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  29. WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents
    NAACL 2025 ·
    Leyi Pan
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  30. WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
    EMNLP 2025 ·
    Minda Hu
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  31. A Diffusion-Based Pre-training Framework for Crystal Property Prediction
    AAAI 2024 ·
    Zixing Song
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  32. A Systematic Survey on Federated Semi-supervised Learning
    IJCAI 2024 ·
    Zixing Song
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  33. An Entropy-based Text Watermarking Detection Method
    ACL 2024 ·
    Yijian Lu
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  34. An Unforgeable Publicly Verifiable Watermark for Large Language Models
    ICLR 2024 ·
    Aiwei Liu
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  35. CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models
    EMNLP 2024 ·
    Zexuan Qiu
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  36. Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks
    AAAI 2024 ·
    Yankai Chen
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  37. EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction
    CIKM 2024 ·
    Zexuan Qiu
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  38. FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web
    WWW 2024 · Irwin King
  39. FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling
    WWW 2024 ·
    Zhihan Guo
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  40. FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering
    NAACL 2024 ·
    Zhihan Guo
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  41. Geometric View of Soft Decorrelation in Self-Supervised Learning
    SIGKDD 2024 ·
    Yifei Zhang
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  42. HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval
    AAAI 2024 ·
    Zexuan Qiu
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  43. Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space
    SIGKDD 2024 ·
    Menglin Yang
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  44. Influential Exemplar Replay for Incremental Learning in Recommender Systems
    AAAI 2024 ·
    Xinni Zhang
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  45. MarkLLM: An Open-Source Toolkit for LLM Watermarking
    EMNLP 2024 ·
    Leyi Pan
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  46. MoME: Mixture of Multimodal Experts for Cancer Survival Prediction
    MICCAI 2024 ·
    Conghao Xiong
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  47. On the Necessity of Collaboration for Online Model Selection with Decentralized Data
    NeurIPS 2024 ·
    Junfan Li
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  48. Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
    NAACL 2024 ·
    Jingyan Zhou
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  49. SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation
    EMNLP 2024 ·
    Minda Hu
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  50. Shopping Trajectory Representation Learning with Pre-training for E-commerce Customer Understanding and Recommendation
    SIGKDD 2024 ·
    Yankai Chen
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  51. TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification
    MICCAI 2024 ·
    Conghao Xiong
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  52. The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing
    NAACL 2024 ·
    Muzhi Li
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  53. Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations
    IJCAI 2024 ·
    Ziqiao Meng
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  54. VOLTA: Improving Generative Diversity by Variational Mutual Information Maximizing Autoencoder
    NAACL 2024 ·
    Yueen Ma
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