PPaperPicks

Kun Gai

67 papers at tracked venues · 48 at CORE A* · active 2024–2026

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Venues

WWW ×11SIGIR ×8ACL ×7CIKM ×6AAAI ×5WSDM ×5NeurIPS ×4RecSys ×4EMNLP ×3ICLR ×3ICML ×3SIGKDD ×3ICCV ×2ACM MM ×1CVPR ×1NAACL ×1

Frequent coauthors

Gaode Chen
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Zhenpeng Su
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Yijia Sun
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Hao Jiang
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Yunli Wang
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Jiao Ou
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Guanyu Lin
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Yang Jin
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Liang Hou
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Wei Cheng
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Hongzhi Zhang
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Xiangyang Luo
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Papers

  1. Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings
    AAAI 2026 ·
    Liang Hou
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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. DeepSynth-Eval: Objectively Evaluating Information Consolidation in Deep Survey Writing
    ACL 2026 ·
    Hongzhi Zhang
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  5. Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning
    ACL 2026 ·
    Zhenpeng Su
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  6. FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion
    AAAI 2026 ·
    Xiangyang Luo
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  7. GRank: Towards Target-Aware and Streamlined Industrial Retrieval with a Generate-Rank Framework
    WWW 2026 ·
    Yijia Sun
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  8. LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation
    AAAI 2026 ·
    Hao Jiang
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  9. OneLoc: Geo-Aware Generative Recommender Systems for Local Life Service
    WSDM 2026 ·
    Zhipeng Wei
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  10. OneRec-Think: In-Text Reasoning for Generative Recommendation
    ACL 2026 ·
    Zhanyu Liu
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  11. PushGen: Push Notifications Generation with LLM
    WSDM 2026 ·
    Shifu Bie
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  12. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
    WWW 2026 ·
    Guanting Dong
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  13. Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
    WWW 2026 ·
    Zhiding Liu
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  14. Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation
    SIGIR 2026 ·
    Na Li
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  15. Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers
    ACL 2026 ·
    Zhiyang Zhang
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  16. A Cold-start Recommendation System at Kuaishou Designed from the Short-video Perspective
    WWW 2025 ·
    Gaode Chen
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  17. AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems
    WWW 2025 ·
    Zhenghai Xue
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  18. Comprehensive List Generation for Multi-Generator Reranking
    SIGIR 2025 ·
    Hailan Yang
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  19. Creator-Side Recommender System: Challenges, Designs, and Applications
    WWW 2025 ·
    Xiaoshuang Chen
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  20. DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs
    EMNLP 2025 ·
    Minxuan Lv
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  21. Enhancing Online Video Recommendation via a Coarse-to-fine Dynamic Uplift Modeling Framework
    RecSys 2025 ·
    Chang Meng
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  22. FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation
    SIGIR 2025 ·
    Guoquan Wang
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  23. Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
    NeurIPS 2025 ·
    Guoqing Hu
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  24. FullDiT: Video Generative Foundation Models with Multimodal Control via Full Attention
    ICCV 2025 ·
    Xuan Ju
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  25. Generative Auto-Bidding with Value-Guided Explorations
    SIGIR 2025 ·
    Jingtong Gao
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  26. Granularity-Adaptive Spatial Evidence Tokenization for Video Question Answering
    AAAI 2025 ·
    Hao Jiang
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  27. Hierarchical Sequence ID Representation of Large Language Models for Large-scale Recommendation Systems
    WWW 2025 ·
    Rui Zhao
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  28. Hierarchical Tree Search-based User Lifelong Behavior Modeling on Large Language Model
    SIGIR 2025 ·
    Yu Xia
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  29. HoME: Hierarchy of Multi-Gate Experts for Multi-Task Learning at Kuaishou
    SIGKDD 2025 ·
    Xu Wang
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  30. Imbalance in Balance: Online Concept Balancing in Generation Models
    ICCV 2025 ·
    Yukai Shi
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  31. Improving Video Generation with Human Feedback
    NeurIPS 2025 ·
    Jie Liu
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  32. LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
    AAAI 2025 ·
    Jian Jia
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  33. Learning Cascade Ranking as One Network
    ICML 2025 ·
    Yunli Wang
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  34. Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains
    ICML 2025 ·
    Zhuo He
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  35. MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation
    CIKM 2025 ·
    Chengcheng Guo
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  36. MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever
    CIKM 2025 ·
    Yijia Sun
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  37. Making Transformer Decoders Better Differentiable Indexers
    ICLR 2025 ·
    Wuchao Li
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  38. Pantheon: Personalized Multi-objective Ensemble Sort via Iterative Pareto Policy Optimization
    CIKM 2025 ·
    Jiangxia Cao
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  39. R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems
    RecSys 2025 ·
    Hao Gu
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  40. RecFlow: An Industrial Full Flow Recommendation Dataset
    ICLR 2025 ·
    Qi Liu
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  41. Towards Precise Scaling Laws for Video Diffusion Transformers
    CVPR 2025 ·
    Yuanyang Yin
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  42. VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform
    SIGKDD 2025 ·
    Xingyu Lu
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  43. Who You Are Matters: Bridging Interests and Social Roles via LLM-Enhanced Logic Recommendation
    NeurIPS 2025 ·
    Qing Yu
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  44. A Multi-modal Modeling Framework for Cold-start Short-video Recommendation
    RecSys 2024 ·
    Gaode Chen
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  45. A Self-Adaptive Fairness Constraint Framework for Industrial Recommender System
    CIKM 2024 ·
    Zhiqiang Liu
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  46. Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems
    WWW 2024 ·
    Yunli Wang
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  47. DialogBench: Evaluating LLMs as Human-like Dialogue Systems
    NAACL 2024 ·
    Jiao Ou
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  48. Enhancing Interpretability and Effectiveness in Recommendation with Numerical Features via Learning to Contrast the Counterfactual samples
    WWW 2024 ·
    Xiaoxiao Xu
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  49. Enhancing Recommendation Accuracy and Diversity with Box Embedding: A Universal Framework
    WWW 2024 ·
    Cheng Wu
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  50. Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems
    WWW 2024 ·
    Kai Zheng
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  51. Future Impact Decomposition in Request-level Recommendations
    SIGKDD 2024 ·
    Xiaobei Wang
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  52. Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues
    EMNLP 2024 ·
    Jiao Ou
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  53. Inverse Learning with Extremely Sparse Feedback for Recommendation
    WSDM 2024 ·
    Guanyu Lin
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  54. Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios
    ACL 2024 ·
    Lei Lin
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  55. M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework
    SIGIR 2024 ·
    Zijian Zhang
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  56. Missing Interest Modeling with Lifelong User Behavior Data for Retrieval Recommendation
    CIKM 2024 ·
    Gaode Chen
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  57. Mixed Attention Network for Cross-domain Sequential Recommendation
    WSDM 2024 ·
    Guanyu Lin
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  58. Modeling User Fatigue for Sequential Recommendation
    SIGIR 2024 ·
    Nian Li
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  59. Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models
    ACL 2024 ·
    Yuchong Sun
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  60. RPAF: A Reinforcement Prediction-Allocation Framework for Cache Allocation in Large-Scale Recommender Systems
    RecSys 2024 ·
    Shuo Su
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  61. RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
    NeurIPS 2024 ·
    Zhicheng Sun
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  62. Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention
    SIGIR 2024 ·
    Ziru Liu
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  63. Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
    EMNLP 2024 ·
    Xiaoxue Cheng
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  64. TWIN V2: Scaling Ultra-Long User Behavior Sequence Modeling for Enhanced CTR Prediction at Kuaishou
    CIKM 2024 ·
    Zihua Si
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  65. Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation
    ACM MM 2024 ·
    Yuting Zhang
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  66. Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
    ICLR 2024 ·
    Yang Jin
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  67. Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
    ICML 2024 ·
    Yang Jin
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