PPaperPicks

Qingpeng Cai

Kuaishou Technology, Beijing, China

17 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6451-9299 ↗Google Scholar ↗Homepage ↗

Venues

SIGIR ×5WWW ×5AAAI ×2SIGKDD ×2WSDM ×2ICML ×1

Frequent coauthors

Peng Jiang
×11
Xiangyu Zhao
×7
Shuchang Liu
×7
Lantao Hu
×6
Fei Pan
×5
Kun Gai
×5
Bo An
×4
Ling Pan
×4
Zijian Zhang
×4
Ziru Liu
×4
Yewen Li
×3
Han Li
×3

Papers

  1. Hierarchical Semantic RL: Tackling the Problem of Dynamic Action Space for RL-based Recommendations
    WWW 2026 ·
    Minmao Wang
    ,
    Xingchen Liu
    ,
    Shijie Yi
    ,
    Likang Wu
    ,
    Hongke Zhao
    ,
    Fei Pan
    , Qingpeng Cai,
    Peng Jiang
  2. LBM: Hierarchical Large Auto-Bidding Model via Reasoning and Acting
    WWW 2026 ·
    Yewen Li
    ,
    Zhiyi Lyu
    ,
    Peng Jiang
    , Qingpeng Cai,
    Fei Pan
    ,
    Bo An
  3. TemporalExpertNet: Cross-Temporal Knowledge Reuse for Promotion-Aware CVR Prediction
    WSDM 2026 ·
    Minmao Wang
    ,
    Rui Zhang
    ,
    Shijie Yi
    ,
    Likang Wu
    ,
    Hongke Zhao
    ,
    Fei Pan
    , Qingpeng Cai,
    Peng Jiang
  4. AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems
    WWW 2025 ·
    Zhenghai Xue
    , Qingpeng Cai,
    Bin Yang
    ,
    Lantao Hu
    ,
    Peng Jiang
    ,
    Kun Gai
    ,
    Bo An
  5. AgentIR: 2nd Workshop on Agent-based Information Retrieval
    SIGIR 2025 ·
    Pengyue Jia
    , Qingpeng Cai,
    Xiangyu Zhao
    ,
    Ling Pan
    ,
    Xin Xin
    ,
    Jin Huang
    ,
    Weinan Zhang
    ,
    Li Zhao
    ,
    Dawei Yin
    ,
    Grace Hui Yang
  6. DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems
    WSDM 2025 ·
    Jiaju Chen
    ,
    Chongming Gao
    ,
    Shuai Yuan
    ,
    Shuchang Liu
    , Qingpeng Cai,
    Peng Jiang
  7. Flow Factorization for Efficient Generative Flow Networks
    AAAI 2025 ·
    Jiashun Liu
    ,
    Chunhui Li
    ,
    Cheng-Hao Liu
    ,
    Dianbo Liu
    , Qingpeng Cai,
    Ling Pan
  8. GAS: Generative Auto-bidding with Post-training Search
    WWW 2025 ·
    Yewen Li
    ,
    Shuai Mao
    ,
    Jingtong Gao
    ,
    Nan Jiang
    ,
    Yunjian Xu
    , Qingpeng Cai,
    Fei Pan
    ,
    Peng Jiang
    ,
    Bo An
  9. Generative Auto-Bidding with Value-Guided Explorations
    SIGIR 2025 ·
    Jingtong Gao
    ,
    Yewen Li
    ,
    Shuai Mao
    ,
    Peng Jiang
    ,
    Nan Jiang
    ,
    Yejing Wang
    , Qingpeng Cai,
    Fei Pan
    ,
    Peng Jiang
    ,
    Kun Gai
    ,
    Bo An
    ,
    Xiangyu Zhao
  10. LLM-Powered User Simulator for Recommender System
    AAAI 2025 ·
    Zijian Zhang
    ,
    Shuchang Liu
    ,
    Ziru Liu
    ,
    Rui Zhong
    , Qingpeng Cai,
    Xiangyu Zhao
    ,
    Chunxu Zhang
    ,
    Qidong Liu
    ,
    Peng Jiang
  11. Random Policy Evaluation Uncovers Policies of Generative Flow Networks
    ICML 2025 ·
    Haoran He
    ,
    Emmanuel Bengio
    , Qingpeng Cai,
    Ling Pan
  12. Value Function Decomposition in Markov Recommendation Process
    WWW 2025 ·
    Xiaobei Wang
    ,
    Shuchang Liu
    , Qingpeng Cai,
    Xiang Li
    ,
    Lantao Hu
    ,
    Han Li
    ,
    Guangming Xie
  13. AgentIR: 1st Workshop on Agent-based Information Retrieval
    SIGIR 2024 · Qingpeng Cai,
    Xiangyu Zhao
    ,
    Ling Pan
    ,
    Xin Xin
    ,
    Jin Huang
    ,
    Weinan Zhang
    ,
    Li Zhao
    ,
    Dawei Yin
    ,
    Grace Hui Yang
  14. 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
  15. M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework
    SIGIR 2024 ·
    Zijian Zhang
    ,
    Shuchang Liu
    ,
    Jiaao Yu
    , Qingpeng Cai,
    Xiangyu Zhao
    ,
    Chunxu Zhang
    ,
    Ziru Liu
    ,
    Qidong Liu
    ,
    Hongwei Zhao
    ,
    Lantao Hu
    ,
    Peng Jiang
    ,
    Kun Gai
  16. 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
  17. Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention
    SIGIR 2024 ·
    Ziru Liu
    ,
    Shuchang Liu
    ,
    Zijian Zhang
    , Qingpeng Cai,
    Xiangyu Zhao
    ,
    Kesen Zhao
    ,
    Lantao Hu
    ,
    Peng Jiang
    ,
    Kun Gai