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Depeng Jin

15 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

WWW ×4AAAI ×2ACL ×2ICLR ×2WSDM ×2ICML ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Yong Li
×12
Jingtao Ding
×6
Chen Gao
×5
Yu Zheng
×5
Yuan Yuan
×4
Guanyu Lin
×3
Hongyuan Su
×3
Zhilun Zhou
×2
Zihan Liu
×2
Jiahe Liu
×2
Yihan Wang
×2
Qingyu Shao
×2

Papers

  1. Identifying Collective Intelligence Factor in LLM Agent Groups for Generalizable Multi-Agent System Design
    ACL 2026 ·
    Zhilun Zhou
    ,
    Zihan Liu
    ,
    Jiahe Liu
    ,
    Yihan Wang
    ,
    Qingyu Shao
    ,
    Fengli Xu
    , Depeng Jin,
    Yong Li
  2. ResMAS: Resilience Optimization in LLM-based Multi-agent Systems
    AAAI 2026 ·
    Zhilun Zhou
    ,
    Zihan Liu
    ,
    Jiahe Liu
    ,
    Qingyu Shao
    ,
    Yihan Wang
    ,
    Kun Shao
    , Depeng Jin,
    Fengli Xu
  3. A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions
    ACL 2025 ·
    Jun Zhang
    ,
    Yuwei Yan
    ,
    Junbo Yan
    ,
    Zhiheng Zheng
    ,
    Jinghua Piao
    , Depeng Jin,
    Yong Li
  4. Diffusion Transformers as Open-World Spatiotemporal Foundation Models
    NeurIPS 2025 ·
    Yuan Yuan
    ,
    Chonghua Han
    ,
    Jingtao Ding
    ,
    Guozhen Zhang
    , Depeng Jin,
    Yong Li
  5. Iterative Sparse Attention for Long-sequence Recommendation
    AAAI 2025 ·
    Guanyu Lin
    ,
    Jinwei Luo
    ,
    Yinfeng Li
    ,
    Chen Gao
    ,
    Qun Luo
    , Depeng Jin
  6. Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems
    ICML 2025 ·
    Hongyuan Su
    ,
    Yu Zheng
    ,
    Yuan Yuan
    ,
    Yuming Lin
    , Depeng Jin,
    Yong Li
  7. Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
    ICLR 2025 ·
    Zihan Yu
    ,
    Jingtao Ding
    ,
    Yong Li
    , Depeng Jin
  8. Full-stage Diversified Recommendation: Large-scale Online Experiments in Short-video Platform
    WWW 2024 ·
    Nian Li
    ,
    Yunzhu Pan
    ,
    Chen Gao
    , Depeng Jin,
    Qingmin Liao
  9. Improving Item-side Fairness of Multimodal Recommendation via Modality Debiasing
    WWW 2024 ·
    Yu Shang
    ,
    Chen Gao
    ,
    Jiansheng Chen
    , Depeng Jin,
    Yong Li
  10. Inverse Learning with Extremely Sparse Feedback for Recommendation
    WSDM 2024 ·
    Guanyu Lin
    ,
    Chen Gao
    ,
    Yu Zheng
    ,
    Yinfeng Li
    ,
    Jianxin Chang
    ,
    Yanan Niu
    ,
    Yang Song
    ,
    Kun Gai
    ,
    Zhiheng Li
    , Depeng Jin,
    Yong Li
  11. MetroGNN: Metro Network Expansion with Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
    ,
    Yu Zheng
    ,
    Jingtao Ding
    , Depeng Jin,
    Yong Li
  12. Mixed Attention Network for Cross-domain Sequential Recommendation
    WSDM 2024 ·
    Guanyu Lin
    ,
    Chen Gao
    ,
    Yu Zheng
    ,
    Jianxin Chang
    ,
    Yanan Niu
    ,
    Yang Song
    ,
    Kun Gai
    ,
    Zhiheng Li
    , Depeng Jin,
    Yong Li
    ,
    Meng Wang
  13. Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
    ,
    Yu Zheng
    ,
    Jingtao Ding
    , Depeng Jin,
    Yong Li
  14. Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
    ICLR 2024 ·
    Yuan Yuan
    ,
    Chenyang Shao
    ,
    Jingtao Ding
    , Depeng Jin,
    Yong Li
  15. UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction
    SIGKDD 2024 ·
    Yuan Yuan
    ,
    Jingtao Ding
    ,
    Jie Feng
    , Depeng Jin,
    Yong Li