PPaperPicks

Zhouchen Lin

Peking University, Department of Machine Intelligence, Beijing, China

37 papers at tracked venues · 35 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1493-7569 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×12ICML ×7ICLR ×6SIGIR ×4AAAI ×3ACL ×1CVPR ×1ECAI ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Haoxuan Li
×11
Hao Wang
×5
Cong Fang
×5
Yiming Dong
×4
Yikang Li
×4
Zhichao Chen
×4
Xu Chen
×4
Mingqing Xiao
×4
Chunyuan Zheng
×3
Yeqing Qiu
×3
Yuxuan Chen
×3
Lexiang Hu
×3

Papers

  1. Debiased Recommendation Beyond the Positive Propensity Assumption
    SIGIR 2026 ·
    Yanghao Xiao
    ,
    Hao Wang
    ,
    Xiang Li
    ,
    Qian Zou
    ,
    Cheng Bing
    ,
    Wei Lin
    ,
    Haoxuan Li
    , Zhouchen Lin
  2. FedAdamW: A Communication-Efficient Optimizer with Convergence and Generalization Guarantees for Federated Large Models
    AAAI 2026 ·
    Junkang Liu
    ,
    Fanhua Shang
    ,
    Hongying Liu
    ,
    Yuxuan Tian
    ,
    Yuanyuan Liu
    ,
    Jin Liu
    ,
    Kewen Zhu
    , Zhouchen Lin
  3. MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning
    ACL 2026 ·
    Xukai Wang
    ,
    Xuanbo Liu
    ,
    Mingrui Chen
    ,
    Haitian Zhong
    ,
    Xuanlin Yang
    ,
    Bohan Zeng
    ,
    Jinbo Hu
    ,
    Hao Liang
    ,
    Junbo Niu
    ,
    Xuchen Li
    ,
    Ruitao Wu
    ,
    Ruichuan An
    ,
    Yang Shi
    ,
    Liu Liu
    ,
    Qiang Liu
    , Zhouchen Lin,
    Xu-Yao Zhang
    ,
    Wentao Zhang
    ,
    Bin Dong
  4. Optimizing Marketing Subsidies via Counterfactual Learning with Asymmetric Reward Function
    SIGIR 2026 ·
    Xiang Li
    ,
    Yanghao Xiao
    ,
    Chunyuan Zheng
    ,
    Qian Zou
    ,
    Cheng Bing
    ,
    Wei Lin
    ,
    Haoxuan Li
    , Zhouchen Lin
  5. Uplift Modeling with Delayed Feedback: Identifiability and Algorithms
    AAAI 2026 ·
    Chunyuan Zheng
    ,
    Anpeng Wu
    ,
    Chuan Zhou
    ,
    Taojun Hu
    ,
    Qingying Chen
    ,
    Hongyi Liu
    ,
    Chenxi Li
    ,
    Huiyou Jiang
    ,
    Haoxuan Li
    , Zhouchen Lin
  6. User Activity Modeling under Inflated Distribution
    SIGIR 2026 ·
    Xiang Li
    ,
    Zhao-Yu Zhang
    ,
    Chunyuan Zheng
    ,
    Qingying Chen
    ,
    Huiyou Jiang
    ,
    Haoxuan Li
    , Zhouchen Lin
  7. AV-NAS: Audio-Visual Multi-Level Semantic Neural Architecture Search for Video Hashing
    SIGIR 2025 ·
    Yong Chen
    ,
    Yuxiang Zhou
    ,
    Hailiang Dong
    ,
    Rui Liu
    , Zhouchen Lin,
    Dell Zhang
  8. Active Treatment Effect Estimation via Limited Samples
    ICML 2025 ·
    Zhiheng Zhang
    ,
    Haoxiang Wang
    ,
    Haoxuan Li
    , Zhouchen Lin
  9. AdaMSS: Adaptive Multi-Subspace Approach for Parameter-Efficient Fine-Tuning
    NeurIPS 2025 ·
    Jingjing Zheng
    ,
    Wanglong Lu
    ,
    Yiming Dong
    ,
    Chaojie Ji
    ,
    Yankai Cao
    , Zhouchen Lin
  10. Affine Steerable Equivariant Layer for Canonicalization of Neural Networks
    ICLR 2025 ·
    Yikang Li
    ,
    Yeqing Qiu
    ,
    Yuxuan Chen
    , Zhouchen Lin
  11. Empowering LLMs with Logical Reasoning: A Comprehensive Survey
    IJCAI 2025 ·
    Fengxiang Cheng
    ,
    Haoxuan Li
    ,
    Fenrong Liu
    ,
    Robert van Rooij
    ,
    Kun Zhang
    , Zhouchen Lin
  12. Explicit Discovery of Nonlinear Symmetries from Dynamic Data
    ICML 2025 ·
    Lexiang Hu
    ,
    Yikang Li
    , Zhouchen Lin
  13. Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads
    NeurIPS 2025 ·
    Zhoutong Wu
    ,
    Yuan Zhang
    ,
    Yiming Dong
    ,
    Chenheng Zhang
    ,
    Cong Fang
    ,
    Kun Yuan
    , Zhouchen Lin
  14. Incorporating Arbitrary Matrix Group Equivariance into KANs
    ICML 2025 ·
    Lexiang Hu
    ,
    Yisen Wang
    , Zhouchen Lin
  15. Iterative Missing Data Imputation with Model Form Adaptation and Non-Missing Feature Supervision
    NeurIPS 2025 ·
    Hao Wang
    ,
    Zhengnan Li
    ,
    Zhichao Chen
    ,
    Xu Chen
    ,
    Shuting He
    ,
    Guangyi Liu
    ,
    Haoxuan Li
    , Zhouchen Lin
  16. Language Ranker: A Lightweight Ranking framework for LLM Decoding
    NeurIPS 2025 ·
    Chenheng Zhang
    ,
    Tianqi Du
    ,
    Jizhe Zhang
    ,
    Mingqing Xiao
    ,
    Yifei Wang
    ,
    Yisen Wang
    , Zhouchen Lin
  17. Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization
    ICML 2025 ·
    Yang Chen
    ,
    Long Yang
    ,
    Yitao Liang
    , Zhouchen Lin
  18. MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
    NeurIPS 2025 ·
    Yang Shi
    ,
    Huanqian Wang
    ,
    Wulin Xie
    ,
    Huanyao Zhang
    ,
    Lijie Zhao
    ,
    Yifan Zhang
    ,
    Xinfeng Li
    ,
    Chaoyou Fu
    ,
    Zhuoer Wen
    ,
    Wenting Liu
    ,
    Zhuoran Zhang
    ,
    Xinlong Chen
    ,
    Bohan Zeng
    ,
    Sihan Yang
    ,
    Yushuo Guan
    ,
    Zhang Zhang
    ,
    Liang Wang
    ,
    Haoxuan Li
    , Zhouchen Lin,
    Yuanxing Zhang
    ,
    Pengfei Wan
    ,
    Haotian Wang
    ,
    Wenjing Yang
  19. Number Cookbook: Number Understanding of Language Models and How to Improve It
    ICLR 2025 ·
    Haotong Yang
    ,
    Yi Hu
    ,
    Shijia Kang
    , Zhouchen Lin,
    Muhan Zhang
  20. On the O(√d/K1/4) Convergence Rate of AdamW Measured by ℓ1 Norm
    NeurIPS 2025 ·
    Huan Li
    ,
    Yiming Dong
    , Zhouchen Lin
  21. PaZO: Preconditioned Accelerated Zeroth-Order Optimization for Fine-Tuning LLMs
    NeurIPS 2025 ·
    Hanzhen Zhao
    ,
    Shihong Ding
    ,
    Cong Fang
    , Zhouchen Lin
  22. Projective Equivariant Networks via Second-order Fundamental Differential Invariants
    NeurIPS 2025 ·
    Yikang Li
    ,
    Yeqing Qiu
    ,
    Yuxuan Chen
    ,
    Lingshen He
    ,
    Lexiang Hu
    , Zhouchen Lin
  23. Proximity Matters: Local Proximity Enhanced Balancing for Treatment Effect Estimation
    SIGKDD 2025 ·
    Hao Wang
    ,
    Zhichao Chen
    ,
    Zhaoran Liu
    ,
    Xu Chen
    ,
    Haoxuan Li
    , Zhouchen Lin
  24. PseuZO: Pseudo-Zeroth-Order Algorithm for Training Deep Neural Networks
    NeurIPS 2025 ·
    Pengyun Yue
    ,
    Xuanlin Yang
    ,
    Mingqing Xiao
    , Zhouchen Lin
  25. Pyramidal Flow Matching for Efficient Video Generative Modeling
    ICLR 2025 ·
    Yang Jin
    ,
    Zhicheng Sun
    ,
    Ningyuan Li
    ,
    Kun Xu
    ,
    Hao Jiang
    ,
    Nan Zhuang
    ,
    Quzhe Huang
    ,
    Yang Song
    ,
    Yadong Mu
    , Zhouchen Lin
  26. SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process
    ICLR 2025 ·
    Hanzhen Zhao
    ,
    Xingyu Xie
    ,
    Cong Fang
    , Zhouchen Lin
  27. Stepsize anything: A unified learning rate schedule for budgeted-iteration training
    NeurIPS 2025 ·
    Anda Tang
    ,
    Yiming Dong
    ,
    Yutao Zeng
    ,
    Xun Zhou
    , Zhouchen Lin
  28. TC-MoE: Augmenting Mixture of Experts with Ternary Expert Choice
    ICLR 2025 ·
    Shen Yan
    ,
    Xingyan Bin
    ,
    Sijun Zhang
    ,
    Yisen Wang
    , Zhouchen Lin
  29. Time-o1: Time-Series Forecasting Needs Transformed Label Alignment
    NeurIPS 2025 ·
    Hao Wang
    ,
    Pan Li
    ,
    Zhichao Chen
    ,
    Xu Chen
    ,
    Qingyang Dai
    ,
    Lei Wang
    ,
    Haoxuan Li
    , Zhouchen Lin
  30. Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning
    ICML 2025 ·
    Hao Wang
    ,
    Zhichao Chen
    ,
    Haotian Wang
    ,
    Yanchao Tan
    ,
    Pan Li
    ,
    Tianqiao Liu
    ,
    Xu Chen
    ,
    Haoxuan Li
    , Zhouchen Lin
  31. Affine Equivariant Networks Based on Differential Invariants
    CVPR 2024 ·
    Yikang Li
    ,
    Yeqing Qiu
    ,
    Yuxuan Chen
    ,
    Lingshen He
    , Zhouchen Lin
  32. Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks
    ICLR 2024 ·
    Mingqing Xiao
    ,
    Qingyan Meng
    ,
    Zongpeng Zhang
    ,
    Di He
    , Zhouchen Lin
  33. LION: Implicit Vision Prompt Tuning
    AAAI 2024 ·
    Haixin Wang
    ,
    Jianlong Chang
    ,
    Yihang Zhai
    ,
    Xiao Luo
    ,
    Jinan Sun
    , Zhouchen Lin,
    Qi Tian
  34. MixCon: A Hybrid Architecture for Efficient and Adaptive Sequence Modeling
    ECAI 2024 ·
    Xin Xu
    , Zhouchen Lin
  35. Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective
    ICML 2024 ·
    Yang Chen
    ,
    Cong Fang
    , Zhouchen Lin,
    Bing Liu
  36. Separation and Bias of Deep Equilibrium Models on Expressivity and Learning Dynamics
    NeurIPS 2024 ·
    Zhoutong Wu
    ,
    Yimu Zhang
    ,
    Cong Fang
    , Zhouchen Lin
  37. Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
    ICML 2024 ·
    Mingqing Xiao
    ,
    Yixin Zhu
    ,
    Di He
    , Zhouchen Lin