PPaperPicks

Han Li

Kuaishou Inc., Kuaishou Technology, Beijing, China

48 papers at tracked venues · 37 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0000-9801-9292 ↗Homepage ↗

Venues

WWW ×10SIGIR ×7CIKM ×5ACL ×4RecSys ×4SIGKDD ×4AAAI ×3ACM MM ×3ICLR ×3NeurIPS ×2EMNLP ×1ICML ×1WSDM ×1

Frequent coauthors

Kun Gai
×20
Lantao Hu
×14
Chenyi Lei
×9
Peng Jiang
×8
Shuchang Liu
×8
Ben Chen
×6
Jun Xu
×6
Yang Song
×6
Kai Zheng
×5
Zihan Liang
×4
Huangyu Dai
×4
Guorui Zhou
×4

Papers

  1. CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval
    ACL 2026 ·
    Zhipeng Qian
    ,
    Zihan Liang
    ,
    Yufei Ma
    ,
    Ben Chen
    ,
    Huangyu Dai
    ,
    Yiwei Ma
    ,
    Jiayi Ji
    ,
    Chenyi Lei
    , Han Li,
    Xiaoshuai Sun
  2. DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing
    ACL 2026 ·
    Qian Cao
    ,
    Yahui Liu
    ,
    Wei Bi
    ,
    Yi Zhao
    ,
    Ruihua Song
    ,
    Xiting Wang
    ,
    Ruiming Tang
    ,
    Guorui Zhou
    , Han Li
  3. DeepSynth-Eval: Objectively Evaluating Information Consolidation in Deep Survey Writing
    ACL 2026 ·
    Hongzhi Zhang
    ,
    Yuanze Hu
    ,
    Tinghai Zhang
    ,
    Jia Fu
    ,
    Tao Wang
    ,
    Junwei Jing
    ,
    Zhaoxin Fan
    ,
    Wei Bi
    ,
    Ruiming Tang
    , Han Li,
    Guorui Zhou
    ,
    Kun Gai
  4. DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou
    WWW 2026 ·
    Qinyao Li
    ,
    Xiaoyang Zheng
    ,
    Qihang Zhao
    ,
    Ke Xu
    ,
    Zhongbo Sun
    ,
    Chao Wang
    ,
    Chenyi Lei
    , Han Li,
    Wenwu Ou
  5. DualGR: Generative Retrieval with Long and Short-Term Interests Modeling
    WWW 2026 ·
    Zhongchao Yi
    ,
    Kai Feng
    ,
    Xiaojian Ma
    ,
    Yalong Wang
    ,
    Yongqi Liu
    , Han Li,
    Zhengyang Zhou
    ,
    Yang Wang
  6. GRADE: Personalized Multi-Task Fusion via Group-Relative Reinforcement Learning with Adaptive Dirichlet Exploration
    WWW 2026 ·
    Tingfeng Hong
    ,
    Pingye Ren
    ,
    Xinlong Xiao
    ,
    Chao Wang
    ,
    Chenyi Lei
    ,
    Wenwu Ou
    , Han Li
  7. Generative Regression Based Watch Time Prediction for Short-Video Recommendation
    WWW 2026 ·
    Hongxu Ma
    ,
    Kai Tian
    ,
    Tao Zhang
    ,
    Xuefeng Zhang
    ,
    Han Zhou
    ,
    Chenghou Jin
    ,
    Chunjie Chen
    , Han Li,
    Jihong Guan
    ,
    Shuigeng Zhou
  8. KuaiLive: A Real-time Interactive Dataset for Live Streaming Recommendation
    SIGIR 2026 ·
    Changle Qu
    ,
    Sunhao Dai
    ,
    Ke Guo
    ,
    Xiao Zhang
    ,
    Liqin Zhao
    ,
    Shijun Wang
    ,
    Yanan Niu
    ,
    Lantao Hu
    , Han Li,
    Jun Xu
  9. OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion
    AAAI 2026 ·
    Xian Guo
    ,
    Ben Chen
    ,
    Siyuan Wang
    ,
    Ying Yang
    ,
    Mingyue Cheng
    ,
    Chenyi Lei
    ,
    Yuqing Ding
    , Han Li
  10. QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors
    SIGIR 2026 ·
    Kepu Zhang
    ,
    Zhongxiang Sun
    ,
    Weijie Yu
    ,
    Xiaoxue Zang
    ,
    Kai Zheng
    ,
    Yang Song
    , Han Li,
    Jun Xu
  11. Towards Context-aware Reasoning-enhanced Generative Searching in E-commerce
    WWW 2026 ·
    Zhiding Liu
    ,
    Ben Chen
    ,
    Mingyue Cheng
    ,
    Enhong Chen
    ,
    Li Li
    ,
    Chenyi Lei
    ,
    Wenwu Ou
    , Han Li,
    Kun Gai
  12. Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation
    SIGIR 2026 ·
    Na Li
    ,
    Jiaqi Yu
    ,
    Minzhi Xie
    ,
    Tiantian He
    ,
    Xiaoxiao Xu
    ,
    Zixiu Wang
    ,
    Lantao Hu
    ,
    Yongqi Liu
    , Han Li,
    Kaiqiao Zhan
    ,
    Kun Gai
  13. Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers
    ACL 2026 ·
    Zhiyang Zhang
    ,
    Junda She
    ,
    Kuo Cai
    ,
    Bo Chen
    ,
    Shiyao Wang
    ,
    Xinchen Luo
    ,
    Qiang Luo
    ,
    Ruiming Tang
    , Han Li,
    Kun Gai
    ,
    Guorui Zhou
  14. A Cold-start Recommendation System at Kuaishou Designed from the Short-video Perspective
    WWW 2025 ·
    Gaode Chen
    ,
    Ruina Sun
    ,
    Yinjie Jiang
    ,
    Tianxiang Li
    ,
    Yinlong Dai
    ,
    Qifan Shi
    ,
    Xiaojie Qin
    ,
    Jialong Fu
    ,
    Piaoyi Chen
    ,
    Ronggeng Huang
    ,
    Na Li
    ,
    Qi Zhang
    ,
    Jiang Liang
    , Han Li,
    Kun Gai
  15. Balancing Revenue and Privacy with Signaling Schemes in Online Ad Auctions
    WSDM 2025 ·
    Hongtao Liu
    ,
    Luxi Chen
    ,
    Yiming Ding
    ,
    Changcheng Li
    , Han Li,
    Peng Jiang
    ,
    Weiran Shen
  16. Comment Staytime Prediction with LLM-enhanced Comment Understanding
    WWW 2025 ·
    Changshuo Zhang
    ,
    Zihan Lin
    ,
    Shukai Liu
    ,
    Yongqi Liu
    , Han Li
  17. Comprehensive List Generation for Multi-Generator Reranking
    SIGIR 2025 ·
    Hailan Yang
    ,
    Zhenyu Qi
    ,
    Shuchang Liu
    ,
    Xiaoyu Yang
    ,
    Xiaobei Wang
    ,
    Xiang Li
    ,
    Lantao Hu
    , Han Li,
    Kun Gai
  18. Enhancing Online Video Recommendation via a Coarse-to-fine Dynamic Uplift Modeling Framework
    RecSys 2025 ·
    Chang Meng
    ,
    Chenhao Zhai
    ,
    Xueliang Wang
    ,
    Shuchang Liu
    ,
    Xiaoqiang Feng
    ,
    Lantao Hu
    ,
    Xiu Li
    , Han Li,
    Kun Gai
  19. Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation
    RecSys 2025 ·
    Bowen Zheng
    ,
    Zihan Lin
    ,
    Enze Liu
    ,
    Chen Yang
    ,
    Enyang Bai
    ,
    Cheng Ling
    , Han Li,
    Wayne Xin Zhao
    ,
    Ji-Rong Wen
  20. Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
    NeurIPS 2025 ·
    Guoqing Hu
    ,
    An Zhang
    ,
    Shuchang Liu
    ,
    Wenyu Mao
    ,
    Jiancan Wu
    ,
    Xun Yang
    ,
    Xiang Li
    ,
    Lantao Hu
    , Han Li,
    Kun Gai
    ,
    Xiang Wang
  21. Generative Recommender with End-to-End Learnable Item Tokenization
    SIGIR 2025 ·
    Enze Liu
    ,
    Bowen Zheng
    ,
    Cheng Ling
    ,
    Lantao Hu
    , Han Li,
    Wayne Xin Zhao
  22. H-PRM: A Pluggable Hotword Pre-Retrieval Module for Various Speech Recognition Systems
    CIKM 2025 ·
    Huangyu Dai
    ,
    Lingtao Mao
    ,
    Ben Chen
    ,
    Zihan Wang
    ,
    Zihan Liang
    ,
    Ying Han
    ,
    Chenyi Lei
    , Han Li
  23. InfoGain-RAG: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering
    EMNLP 2025 ·
    Zihan Wang
    ,
    Zihan Liang
    ,
    Zhou Shao
    ,
    Yufei Ma
    ,
    Huangyu Dai
    ,
    Ben Chen
    ,
    Lingtao Mao
    ,
    Chenyi Lei
    ,
    Yuqing Ding
    , Han Li
  24. LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application
    AAAI 2025 ·
    Jian Jia
    ,
    Yipei Wang
    ,
    Yan Li
    ,
    Honggang Chen
    ,
    Xuehan Bai
    ,
    Zhaocheng Liu
    ,
    Jian Liang
    ,
    Quan Chen
    , Han Li,
    Peng Jiang
    ,
    Kun Gai
  25. Lasso: Large Language Model-based User Simulator for Cross-Domain Recommendation
    RecSys 2025 ·
    Yue Chen
    ,
    Susen Yang
    ,
    Tong Zhang
    ,
    Chao Wang
    ,
    Mingyue Cheng
    ,
    Chenyi Lei
    , Han Li
  26. Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains
    ICML 2025 ·
    Zhuo He
    ,
    Shuang Li
    ,
    Wenze Song
    ,
    Longhui Yuan
    ,
    Jian Liang
    , Han Li,
    Kun Gai
  27. Making Transformer Decoders Better Differentiable Indexers
    ICLR 2025 ·
    Wuchao Li
    ,
    Kai Zheng
    ,
    Defu Lian
    ,
    Qi Liu
    ,
    Wentian Bao
    ,
    Yunen Yu
    ,
    Yang Song
    , Han Li,
    Kun Gai
  28. ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding
    SIGIR 2025 ·
    Zhongxiang Sun
    ,
    Qipeng Wang
    ,
    Weijie Yu
    ,
    Xiaoxue Zang
    ,
    Kai Zheng
    ,
    Jun Xu
    ,
    Xiao Zhang
    ,
    Yang Song
    , Han Li
  29. ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability
    ICLR 2025 ·
    Zhongxiang Sun
    ,
    Xiaoxue Zang
    ,
    Kai Zheng
    ,
    Jun Xu
    ,
    Xiao Zhang
    ,
    Weijie Yu
    ,
    Yang Song
    , Han Li
  30. RecFlow: An Industrial Full Flow Recommendation Dataset
    ICLR 2025 ·
    Qi Liu
    ,
    Kai Zheng
    ,
    Rui Huang
    ,
    Wuchao Li
    ,
    Kuo Cai
    ,
    Yuan Chai
    ,
    Yanan Niu
    ,
    Yiqun Hui
    ,
    Bing Han
    ,
    Na Mou
    ,
    Hongning Wang
    ,
    Wentian Bao
    ,
    Yunen Yu
    ,
    Guorui Zhou
    , Han Li,
    Yang Song
    ,
    Defu Lian
    ,
    Kun Gai
  31. Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation
    SIGIR 2025 ·
    Teng Shi
    ,
    Jun Xu
    ,
    Xiao Zhang
    ,
    Xiaoxue Zang
    ,
    Kai Zheng
    ,
    Yang Song
    , Han Li
  32. Stratified Expert Cloning for Retention-Aware Recommendation at Scale
    CIKM 2025 ·
    Chengzhi Lin
    ,
    Annan Xie
    ,
    Shuchang Liu
    ,
    Wuhong Wang
    ,
    Chuyuan Wang
    ,
    Yongqi Liu
    , Han Li
  33. UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion
    CIKM 2025 ·
    Zihan Liang
    ,
    Yufei Ma
    ,
    Zhipeng Qian
    ,
    Huangyu Dai
    ,
    Zihan Wang
    ,
    Ben Chen
    ,
    Chenyi Lei
    ,
    Yuqing Ding
    , Han Li
  34. Value Function Decomposition in Markov Recommendation Process
    WWW 2025 ·
    Xiaobei Wang
    ,
    Shuchang Liu
    ,
    Qingpeng Cai
    ,
    Xiang Li
    ,
    Lantao Hu
    , Han Li,
    Guangming Xie
  35. Who You Are Matters: Bridging Interests and Social Roles via LLM-Enhanced Logic Recommendation
    NeurIPS 2025 ·
    Qing Yu
    ,
    Xiaobei Wang
    ,
    Shuchang Liu
    ,
    Yandong Bai
    ,
    Xiaoyu Yang
    ,
    Xueliang Wang
    ,
    Chang Meng
    ,
    Shanshan Wu
    ,
    Hailan Yang
    ,
    Bin Wen
    ,
    Huihui Xiao
    ,
    Xiang Li
    ,
    Fan Yang
    ,
    Xiaoqiang Feng
    ,
    Lantao Hu
    , Han Li,
    Kun Gai
    ,
    Lixin Zou
  36. A Multi-modal Modeling Framework for Cold-start Short-video Recommendation
    RecSys 2024 ·
    Gaode Chen
    ,
    Ruina Sun
    ,
    Yuezihan Jiang
    ,
    Jiangxia Cao
    ,
    Qi Zhang
    ,
    Jingjian Lin
    , Han Li,
    Kun Gai
    ,
    Xinghua Zhang
  37. A Self-Adaptive Fairness Constraint Framework for Industrial Recommender System
    CIKM 2024 ·
    Zhiqiang Liu
    ,
    Xiaoxiao Xu
    ,
    Jiaqi Yu
    ,
    Han Xu
    ,
    Lantao Hu
    , Han Li,
    Kun Gai
  38. Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems
    WWW 2024 ·
    Yunli Wang
    ,
    Zhiqiang Wang
    ,
    Jian Yang
    ,
    Shiyang Wen
    ,
    Dongying Kong
    , Han Li,
    Kun Gai
  39. Enhancing Recommendation Accuracy and Diversity with Box Embedding: A Universal Framework
    WWW 2024 ·
    Cheng Wu
    ,
    Shaoyun Shi
    ,
    Chaokun Wang
    ,
    Ziyang Liu
    ,
    Wang Peng
    ,
    Wenjin Wu
    ,
    Dongying Kong
    , Han Li,
    Kun Gai
  40. Future Impact Decomposition in Request-level Recommendations
    SIGKDD 2024 ·
    Xiaobei Wang
    ,
    Shuchang Liu
    ,
    Xueliang Wang
    ,
    Qingpeng Cai
    ,
    Lantao Hu
    , Han Li,
    Peng Jiang
    ,
    Kun Gai
    ,
    Guangming Xie
  41. Missing Interest Modeling with Lifelong User Behavior Data for Retrieval Recommendation
    CIKM 2024 ·
    Gaode Chen
    ,
    Yuezihan Jiang
    ,
    Rui Huang
    ,
    Kuo Cai
    ,
    Yunze Luo
    ,
    Ruina Sun
    ,
    Qi Zhang
    , Han Li,
    Kun Gai
  42. Modeling User Retention through Generative Flow Networks
    SIGKDD 2024 ·
    Ziru Liu
    ,
    Shuchang Liu
    ,
    Bin Yang
    ,
    Zhenghai Xue
    ,
    Qingpeng Cai
    ,
    Xiangyu Zhao
    ,
    Zijian Zhang
    ,
    Lantao Hu
    , Han Li,
    Peng Jiang
  43. Natural Language Explainable Recommendation with Robustness Enhancement
    SIGKDD 2024 ·
    Jingsen Zhang
    ,
    Jiakai Tang
    ,
    Xu Chen
    ,
    Wenhui Yu
    ,
    Lantao Hu
    ,
    Peng Jiang
    , Han Li
  44. Spatiotemporal Fine-grained Video Description for Short Videos
    ACM MM 2024 ·
    Te Yang
    ,
    Jian Jia
    ,
    Bo Wang
    ,
    Yanhua Cheng
    ,
    Yan Li
    ,
    Dongze Hao
    ,
    Xipeng Cao
    ,
    Quan Chen
    , Han Li,
    Peng Jiang
    ,
    Xiangyu Zhu
    ,
    Zhen Lei
  45. Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product Retrieval
    ACM MM 2024 ·
    Xiaowan Hu
    ,
    Yiyi Chen
    ,
    Yan Li
    ,
    Minquan Wang
    ,
    Haoqian Wang
    ,
    Quan Chen
    , Han Li,
    Peng Jiang
  46. Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation
    ACM MM 2024 ·
    Yuting Zhang
    ,
    Zhao Zhang
    ,
    Yiqing Wu
    ,
    Ying Sun
    ,
    Fuzhen Zhuang
    ,
    Wenhui Yu
    ,
    Lantao Hu
    , Han Li,
    Kun Gai
    ,
    Zhulin An
    ,
    Yongjun Xu
  47. Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
    AAAI 2024 ·
    Kaibin Tian
    ,
    Yanhua Cheng
    ,
    Yi Liu
    ,
    Xinglin Hou
    ,
    Quan Chen
    , Han Li
  48. Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning
    SIGKDD 2024 ·
    Jiakai Tang
    ,
    Sunhao Dai
    ,
    Zexu Sun
    ,
    Xu Chen
    ,
    Jun Xu
    ,
    Wenhui Yu
    ,
    Lantao Hu
    ,
    Peng Jiang
    , Han Li