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Xiao-Ming Wu

Hong Kong Polytechnic University, Department of Computing, Hong Kong

31 papers at tracked venues · 24 at CORE A* · active 2024–2026

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Venues

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

Frequent coauthors

Qijiong Liu
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Yujie Feng
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Yuankai Luo
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Cong Wang
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Xiangyu Zhao
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Lu Fan
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Nuo Chen
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Bo Liu
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Bo Liu
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Jiahao Wu
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Quanyu Dai
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Wenlong Zhang
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Papers

  1. Accelerating Generative Recommendation via Simple Categorical User Sequence Compression
    WSDM 2026 ·
    Qijiong Liu
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  2. FOREVER: Forgetting Curve-Inspired Memory Replay for Language Model Continual Learning
    ACL 2026 ·
    Yujie Feng
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  3. Full Retraining, Incremental Fine-tuning, and Hybrid Serving: Model Updating and Serving for Industrial Generative Recommender Systems
    SIGIR 2026 ·
    Lu Fan
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  4. Mitigating the Threshold Priming Effect in Large Language Model-Based Relevance Judgments via Personality Simulation
    WSDM 2026 ·
    Nuo Chen
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  5. AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
    EMNLP 2025 ·
    Yujie Feng
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  6. Beyond Random Masking: When Dropout meets Graph Convolutional Networks
    ICLR 2025 ·
    Yuankai Luo
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  7. Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence
    ICML 2025 ·
    Yuankai Luo
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  8. Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation
    NeurIPS 2025 ·
    Qijiong Liu
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  9. GEMeX-RMCoT: An Enhanced Med-VQA Dataset for Region-Aware Multimodal Chain-of-Thought Reasoning
    ACM MM 2025 ·
    Bo Liu
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  10. GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-Ray Diagnosis
    ICCV 2025 ·
    Bo Liu
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  11. GeoEdit: Geometric Knowledge Editing for Large Language Models
    EMNLP 2025 ·
    Yujie Feng
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  12. Legommenders: A Comprehensive Content-Based Recommendation Library with LLM Support
    WWW 2025 ·
    Qijiong Liu
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  13. Leveraging ChatGPT to Empower Training-free Dataset Condensation for Content-based Recommendation
    WWW 2025 ·
    Jiahao Wu
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  14. MCNet: Monotonic Calibration Networks for Expressive Uncertainty Calibration in Online Advertising
    WWW 2025 ·
    Quanyu Dai
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  15. Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning
    ICLR 2025 ·
    Yuankai Luo
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  16. Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
    ACL 2025 ·
    Yujie Feng
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  17. Benchmarking News Recommendation in the Era of Green AI
    WWW 2024 ·
    Qijiong Liu
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  18. Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification
    NeurIPS 2024 ·
    Yuankai Luo
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  19. Continual Dialogue State Tracking via Reason-of-Select Distillation
    ACL 2024 ·
    Yujie Feng
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  20. Correlation Matching Transformation Transformers for UHD Image Restoration
    AAAI 2024 ·
    Cong Wang
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  21. Discrete Semantic Tokenization for Deep CTR Prediction
    WWW 2024 ·
    Qijiong Liu
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  22. EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs
    ACL 2024 ·
    Xiangyu Zhao
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  23. Enhancing Graph Transformers with Hierarchical Distance Structural Encoding
    NeurIPS 2024 ·
    Yuankai Luo
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  24. Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector Quantization
    WWW 2024 ·
    Qijiong Liu
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  25. Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey
    SIGKDD 2024 ·
    Qijiong Liu
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  26. ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models
    WSDM 2024 ·
    Qijiong Liu
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  27. SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution
    ICLR 2024 ·
    Wenlong Zhang
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  28. SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
    AAAI 2024 ·
    Cong Wang
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  29. TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation
    ACL 2024 ·
    Yujie Feng
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  30. UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation
    EMNLP 2024 ·
    Xiangyu Zhao
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  31. Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
    EMNLP 2024 ·
    Xiaoyu Dong
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