PPaperPicks

Xiao-Ming Wu

Hong Kong Polytechnic University, Department of Computing, Hong Kong

32 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3130-0554 ↗Homepage ↗

Venues

WWW ×6ACL ×5EMNLP ×4ICLR ×3NeurIPS ×3WSDM ×3AAAI ×2ACM MM ×1FSE ×1ICCV ×1ICML ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Qijiong Liu
×12
Yujie Feng
×7
Yuankai Luo
×6
Zexin Lu
×6
Jieming Zhu
×6
Lu Fan
×5
Xiaoyu Dong
×5
Xu Chu
×5
Nuo Chen
×4
Yasha Wang
×4
Xiangyu Zhao
×4
Lei Shi
×4

Papers

  1. Accelerating Generative Recommendation via Simple Categorical User Sequence Compression
    WSDM 2026 ·
    Qijiong Liu
    ,
    Lu Fan
    ,
    Zhongzhou Liu
    ,
    Xiaoyu Dong
    ,
    Yuankai Luo
    ,
    Guoyuan An
    ,
    Nuo Chen
    ,
    Wei Guo
    ,
    Yong Liu
    , Xiao-Ming Wu
  2. FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning
    ACL 2026 ·
    Yujie Feng
    ,
    Hao Wang
    ,
    Jian Li
    ,
    Xu Chu
    ,
    Zhaolu Kang
    ,
    Yiran Liu
    ,
    Yasha Wang
    ,
    Philip S. Yu
    , Xiao-Ming Wu
  3. Full Retraining, Incremental Fine-tuning, and Hybrid Serving: Model Updating and Serving for Industrial Generative Recommender Systems
    SIGIR 2026 ·
    Lu Fan
    ,
    Qijiong Liu
    ,
    Zhongzhou Liu
    ,
    Guoyuan An
    ,
    Wei Guo
    ,
    Yong Liu
    , Xiao-Ming Wu
  4. Mitigating the Threshold Priming Effect in Large Language Model-Based Relevance Judgments via Personality Simulation
    WSDM 2026 ·
    Nuo Chen
    ,
    Hanpei Fang
    ,
    Jiqun Liu
    ,
    Wilson Wei
    ,
    Tetsuya Sakai
    , Xiao-Ming Wu
  5. Towards Automated Smart Contract Generation: Evaluation, Benchmarking, and Retrieval-Augmented Repair
    FSE 2026 ·
    Zaoyu Chen
    ,
    Haoran Qin
    ,
    Nuo Chen
    ,
    Xiangyu Zhao
    ,
    Lei Xue
    ,
    Xiapu Luo
    , Xiao-Ming Wu
  6. AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
    EMNLP 2025 ·
    Yujie Feng
    ,
    Jian Li
    ,
    Xiaoyu Dong
    ,
    Pengfei Xu
    ,
    Xiaohui Zhou
    ,
    Yujia Zhang
    ,
    Zexin Lu
    ,
    Yasha Wang
    ,
    Alan Zhao
    ,
    Xu Chu
    , Xiao-Ming Wu
  7. Beyond Random Masking: When Dropout meets Graph Convolutional Networks
    ICLR 2025 ·
    Yuankai Luo
    , Xiao-Ming Wu,
    Hao Zhu
  8. Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence
    ICML 2025 ·
    Yuankai Luo
    ,
    Lei Shi
    , Xiao-Ming Wu
  9. Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation
    NeurIPS 2025 ·
    Qijiong Liu
    ,
    Jieming Zhu
    ,
    Lu Fan
    ,
    Kun Wang
    ,
    Hengchang Hu
    ,
    Wei Guo
    ,
    Yong Liu
    , Xiao-Ming Wu
  10. GEMeX-RMCoT: An Enhanced Med-VQA Dataset for Region-Aware Multimodal Chain-of-Thought Reasoning
    ACM MM 2025 ·
    Bo Liu
    ,
    Xiangyu Zhao
    ,
    Along He
    ,
    Yidi Chen
    ,
    Huazhu Fu
    , Xiao-Ming Wu
  11. GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-Ray Diagnosis
    ICCV 2025 ·
    Bo Liu
    ,
    Ke Zou
    ,
    Li-Ming Zhan
    ,
    Zexin Lu
    ,
    Xiaoyu Dong
    ,
    Yidi Chen
    ,
    Chengqiang Xie
    ,
    Jiannong Cao
    , Xiao-Ming Wu,
    Huazhu Fu
  12. GeoEdit: Geometric Knowledge Editing for Large Language Models
    EMNLP 2025 ·
    Yujie Feng
    ,
    Li-Ming Zhan
    ,
    Zexin Lu
    ,
    Yongxin Xu
    ,
    Xu Chu
    ,
    Yasha Wang
    ,
    Jiannong Cao
    ,
    Philip S. Yu
    , Xiao-Ming Wu
  13. Legommenders: A Comprehensive Content-Based Recommendation Library with LLM Support
    WWW 2025 ·
    Qijiong Liu
    ,
    Lu Fan
    , Xiao-Ming Wu
  14. Leveraging ChatGPT to Empower Training-free Dataset Condensation for Content-based Recommendation
    WWW 2025 ·
    Jiahao Wu
    ,
    Qijiong Liu
    ,
    Hengchang Hu
    ,
    Wenqi Fan
    ,
    Shengcai Liu
    ,
    Qing Li
    , Xiao-Ming Wu,
    Ke Tang
  15. MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration in Online Advertising
    WWW 2025 ·
    Quanyu Dai
    ,
    Jiaren Xiao
    ,
    Zhaocheng Du
    ,
    Jieming Zhu
    ,
    Chengxiao Luo
    , Xiao-Ming Wu,
    Zhenhua Dong
  16. Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning
    ICLR 2025 ·
    Yuankai Luo
    ,
    Hongkang Li
    ,
    Qijiong Liu
    ,
    Lei Shi
    , Xiao-Ming Wu
  17. Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
    ACL 2025 ·
    Yujie Feng
    ,
    Xujia Wang
    ,
    Zexin Lu
    ,
    Shenghong Fu
    ,
    Guangyuan Shi
    ,
    Yongxin Xu
    ,
    Yasha Wang
    ,
    Philip S. Yu
    ,
    Xu Chu
    , Xiao-Ming Wu
  18. Benchmarking News Recommendation in the Era of Green AI
    WWW 2024 ·
    Qijiong Liu
    ,
    Jieming Zhu
    ,
    Quanyu Dai
    , Xiao-Ming Wu
  19. Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification
    NeurIPS 2024 ·
    Yuankai Luo
    ,
    Lei Shi
    , Xiao-Ming Wu
  20. Continual Dialogue State Tracking via Reason-of-Select Distillation
    ACL 2024 ·
    Yujie Feng
    ,
    Bo Liu
    ,
    Xiaoyu Dong
    ,
    Zexin Lu
    ,
    Li-Ming Zhan
    , Xiao-Ming Wu,
    Albert Y. S. Lam
  21. Correlation Matching Transformation Transformers for UHD Image Restoration
    AAAI 2024 ·
    Cong Wang
    ,
    Jinshan Pan
    ,
    Wei Wang
    ,
    Gang Fu
    ,
    Siyuan Liang
    ,
    Mengzhu Wang
    , Xiao-Ming Wu,
    Jun Liu
  22. Discrete Semantic Tokenization for Deep CTR Prediction
    WWW 2024 ·
    Qijiong Liu
    ,
    Hengchang Hu
    ,
    Jiahao Wu
    ,
    Jieming Zhu
    ,
    Min-Yen Kan
    , Xiao-Ming Wu
  23. EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs
    ACL 2024 ·
    Xiangyu Zhao
    ,
    Bo Liu
    ,
    Qijiong Liu
    ,
    Guangyuan Shi
    , Xiao-Ming Wu
  24. Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
    NeurIPS 2024 ·
    Yuankai Luo
    ,
    Hongkang Li
    ,
    Lei Shi
    , Xiao-Ming Wu
  25. Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector Quantization
    WWW 2024 ·
    Qijiong Liu
    ,
    Jiaren Xiao
    ,
    Lu Fan
    ,
    Jieming Zhu
    , Xiao-Ming Wu
  26. Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey
    SIGKDD 2024 ·
    Qijiong Liu
    ,
    Jieming Zhu
    ,
    Yanting Yang
    ,
    Quanyu Dai
    ,
    Zhaocheng Du
    , Xiao-Ming Wu,
    Zhou Zhao
    ,
    Rui Zhang
    ,
    Zhenhua Dong
  27. ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models
    WSDM 2024 ·
    Qijiong Liu
    ,
    Nuo Chen
    ,
    Tetsuya Sakai
    , Xiao-Ming Wu
  28. SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution
    ICLR 2024 ·
    Wenlong Zhang
    ,
    Xiaohui Li
    ,
    Xiangyu Chen
    ,
    Xiaoyun Zhang
    ,
    Yu Qiao
    , Xiao-Ming Wu,
    Chao Dong
  29. SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
    AAAI 2024 ·
    Cong Wang
    ,
    Jinshan Pan
    ,
    Wanyu Lin
    ,
    Jiangxin Dong
    ,
    Wei Wang
    , Xiao-Ming Wu
  30. TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation
    ACL 2024 ·
    Yujie Feng
    ,
    Xu Chu
    ,
    Yongxin Xu
    ,
    Guangyuan Shi
    ,
    Bo Liu
    , Xiao-Ming Wu
  31. UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation
    EMNLP 2024 ·
    Xiangyu Zhao
    ,
    Yuehan Zhang
    ,
    Wenlong Zhang
    , Xiao-Ming Wu
  32. Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
    EMNLP 2024 ·
    Xiaoyu Dong
    ,
    Yujie Feng
    ,
    Zexin Lu
    ,
    Guangyuan Shi
    , Xiao-Ming Wu