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Qian Lin

12 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

NeurIPS ×5AAAI ×2ICLR ×2AAMAS ×1ACL ×1ICML ×1

Frequent coauthors

Chao Yu
×6
Zongkai Liu
×4
Yicheng Li
×3
Shenghong He
×2
Yile Liang
×2
Donghui Li
×2
Xuetao Ding
×2
Zifan Wu
×2
Kaiqiang Ke
×1
Yuqian Cheng
×1
Zhuo Chen
×1
Junyi Li
×1

Papers

  1. Reliability-Guaranteed and Reward-Seeking Sequence Modeling for Model-Based Offline Reinforcement Learning
    AAAI 2026 ·
    Shenghong He
    ,
    Chao Yu
    , Qian Lin,
    Yile Liang
    ,
    Donghui Li
    ,
    Xuetao Ding
  2. Conservative Offline Goal-Conditioned Implicit V-Learning
    ICML 2025 ·
    Kaiqiang Ke
    , Qian Lin,
    Zongkai Liu
    ,
    Shenghong He
    ,
    Chao Yu
  3. Consistency of Physics-Informed Neural Networks for Second-Order Elliptic Equations
    NeurIPS 2025 ·
    Yuqian Cheng
    ,
    Zhuo Chen
    , Qian Lin
  4. DynaQuest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates
    ACL 2025 · Qian Lin,
    Junyi Li
    ,
    Hwee Tou Ng
  5. Offline Multi-Agent Reinforcement Learning via In-Sample Sequential Policy Optimization
    AAAI 2025 ·
    Zongkai Liu
    , Qian Lin,
    Chao Yu
    ,
    Xiawei Wu
    ,
    Yile Liang
    ,
    Donghui Li
    ,
    Xuetao Ding
  6. An Offline Adaptation Framework for Constrained Multi-Objective Reinforcement Learning
    NeurIPS 2024 · Qian Lin,
    Zongkai Liu
    ,
    Danying Mo
    ,
    Chao Yu
  7. Improving Adaptivity via Over-Parameterization in Sequence Models
    NeurIPS 2024 ·
    Yicheng Li
    , Qian Lin
  8. Off-Policy Primal-Dual Safe Reinforcement Learning
    ICLR 2024 ·
    Zifan Wu
    ,
    Bo Tang
    , Qian Lin,
    Chao Yu
    ,
    Shangqin Mao
    ,
    Qianlong Xie
    ,
    Xingxing Wang
    ,
    Dong Wang
  9. On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
    NeurIPS 2024 ·
    Guhan Chen
    ,
    Yicheng Li
    , Qian Lin
  10. On the Saturation Effects of Spectral Algorithms in Large Dimensions
    NeurIPS 2024 ·
    Weihao Lu
    ,
    Haobo Zhang
    ,
    Yicheng Li
    , Qian Lin
  11. Policy-regularized Offline Multi-objective Reinforcement Learning
    AAMAS 2024 · Qian Lin,
    Chao Yu
    ,
    Zongkai Liu
    ,
    Zifan Wu
  12. The optimality of kernel classifiers in Sobolev space
    ICLR 2024 ·
    Jianfa Lai
    ,
    Zhifan Li
    ,
    Dongming Huang
    , Qian Lin