Guorui Zhou

Venues

Frequent coauthors

Papers

1. Beyond Tokens: Dynamic Latent Reasoning via Semantic Residual Refinement
   AAAI 2026 ·

   Fangrui Lv

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2. CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning
   ACL 2026 ·

   Zhenpeng Su

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3. ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling
   WSDM 2026 ·

   Wei Cheng

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4. Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding
   ACL 2026 ·

   Da Li

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5. DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing
   ACL 2026 ·

   Qian Cao

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6. DeepSynth-Eval: Objectively Evaluating Information Consolidation in Deep Survey Writing
   ACL 2026 ·

   Hongzhi Zhang

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7. DiffGRM: Diffusion-based Generative Recommendation Model
   WWW 2026 ·

   Zhao Liu

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8. Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning
   ACL 2026 ·

   Zhenpeng Su

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9. Foresight Prediction Enhanced Live-Streaming Recommendation
   WSDM 2026 ·

   Jiangxia Cao

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10. GRank: Towards Target-Aware and Streamlined Industrial Retrieval with a Generate-Rank Framework
    WWW 2026 ·

    Yijia Sun

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11. LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation
    AAAI 2026 ·

    Hao Jiang

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12. OneLoc: Geo-Aware Generative Recommender Systems for Local Life Service
    WSDM 2026 ·

    Zhipeng Wei

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13. OneRec-Think: In-Text Reasoning for Generative Recommendation
    ACL 2026 ·

    Zhanyu Liu

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14. PushGen: Push Notifications Generation with LLM
    WSDM 2026 ·

    Shifu Bie

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15. ReST: A Plug-and-Play Spatially-Constrained Representation Enhancement Framework for Local-Life Recommendation
    SIGIR 2026 ·

    Hao Jiang

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16. TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs
    AAAI 2026 ·

    Yunxiao Wang

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17. Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
    SIGIR 2026 ·

    Guanting Dong

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18. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
    WWW 2026 ·

    Guanting Dong

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19. Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers
    ACL 2026 ·

    Zhiyang Zhang

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20. Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning
    ACL 2026 ·

    Can Xie

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21. Why Can Distillation Work with Limited Resources? A Systematic Study
    ACL 2026 ·

    Xiao Hu

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22. DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models
    WSDM 2025 ·

    Wuchao Li

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23. FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation
    SIGIR 2025 ·

    Guoquan Wang

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24. HoME: Hierarchy of Multi-Gate Experts for Multi-Task Learning at Kuaishou
    SIGKDD 2025 ·

    Xu Wang

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25. MARM: Unlocking the Recommendation Cache Scaling-Law through Memory Augmentation and Scalable Complexity
    CIKM 2025 ·

    Xiao Lv

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26. MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation
    CIKM 2025 ·

    Chengcheng Guo

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27. MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever
    CIKM 2025 ·

    Yijia Sun

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28. Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
    AAAI 2025 ·

    Chunxu Zhang

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29. Pantheon: Personalized Multi-objective Ensemble Sort via Iterative Pareto Policy Optimization
    CIKM 2025 ·

    Jiangxia Cao

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30. QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou
    CIKM 2025 ·

    Xinchen Luo

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31. RecFlow: An Industrial Full Flow Recommendation Dataset
    ICLR 2025 ·

    Qi Liu

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32. Short Video Segment-level User Dynamic Interests Modeling in Personalized Recommendation
    SIGIR 2025 ·

    Zhiyu He

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33. Taming Ultra-Long Behavior Sequence in Session-wise Generative Recommendation
    CIKM 2025 ·

    Wuchao Li

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34. Transformers are Good Clusterers for Lifelong User Behavior Sequence Modeling
    CIKM 2025 ·

    Xingmei Wang

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35. Contextual Distillation Model for Diversified Recommendation
    SIGKDD 2024 ·

    Fan Li

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36. De-Anchor: Mitigating Attention Polarization for Lifelong User Behavior Modeling in Click-Through Rate Prediction
    WWW 2024 ·

    Hongzun Liu

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37. Federated Adaptation for Foundation Model-based Recommendations
    IJCAI 2024 ·

    Chunxu Zhang

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38. MMBee: Live Streaming Gift-Sending Recommendations via Multi-Modal Fusion and Behaviour Expansion
    SIGKDD 2024 ·

    Jiaxin Deng

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