PPaperPicks

Shuchang Liu

Kuaishou Inc., Beijing, China

18 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1440-911X ↗Google Scholar ↗Homepage ↗

Venues

SIGKDD ×4WWW ×4SIGIR ×3NeurIPS ×2RecSys ×2AAAI ×1CIKM ×1WSDM ×1

Frequent coauthors

Lantao Hu
×10
Han Li
×8
Kun Gai
×7
Qingpeng Cai
×7
Peng Jiang
×6
Xueliang Wang
×5
Xiang Li
×5
Chang Meng
×4
Xiaoqiang Feng
×4
Xiaobei Wang
×4
Zijian Zhang
×4
Ziru Liu
×4

Papers

  1. Heterogeneous Multi-treatment Uplift Modeling for Trade-off Optimization in Short-Video Recommendation
    SIGKDD 2026 ·
    Chenhao Zhai
    ,
    Chang Meng
    ,
    Xueliang Wang
    , Shuchang Liu,
    Xiaolong Hu
    ,
    Shisong Tang
    ,
    Xiaoqiang Feng
    ,
    Xiu Li
  2. KLAN: Kuaishou Landing-page Adaptive Navigator
    SIGKDD 2026 ·
    Fan Li
    ,
    Chang Meng
    ,
    Jiaqi Fu
    , Shuchang Liu,
    Jiashuo Zhang
    ,
    Tianke Zhang
    ,
    Xueliang Wang
    ,
    Xiaoqiang Feng
  3. The 2nd Workshop on Human-Centered Recommender Systems
    WWW 2026 ·
    Kaike Zhang
    ,
    Jiakai Tang
    ,
    Du Su
    , Shuchang Liu,
    Julian J. McAuley
    ,
    Lina Yao
    ,
    Qi Cao
    ,
    Yue Feng
    ,
    Fei Sun
  4. 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
  5. 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
  6. Distinguished Quantized Guidance for Diffusion-based Sequence Recommendation
    WWW 2025 ·
    Wenyu Mao
    , Shuchang Liu,
    Haoyang Liu
    ,
    Haozhe Liu
    ,
    Xiang Li
    ,
    Lantao Hu
  7. 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
  8. 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
  9. LANCE: Exploration and Reflection for LLM-based Textual Attacks on News Recommender Systems
    RecSys 2025 ·
    Yuyue Zhao
    ,
    Jin Huang
    , Shuchang Liu,
    Jiancan Wu
    ,
    Xiang Wang
    ,
    Maarten de Rijke
  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. 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
  12. The 1st Workshop on Human-Centered Recommender Systems
    WWW 2025 ·
    Kaike Zhang
    ,
    Yunfan Wu
    ,
    Yougang Lyu
    ,
    Du Su
    ,
    Yingqiang Ge
    , Shuchang Liu,
    Qi Cao
    ,
    Zhaochun Ren
    ,
    Fei Sun
  13. Value Function Decomposition in Markov Recommendation Process
    WWW 2025 ·
    Xiaobei Wang
    , Shuchang Liu,
    Qingpeng Cai
    ,
    Xiang Li
    ,
    Lantao Hu
    ,
    Han Li
    ,
    Guangming Xie
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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