Publications

Publications in reversed chronological order. Refer to my Google Scholar profile.

2026

  1. ICML
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    Stable Velocity: A Variance Perspective on Flow Matching
    Donglin Yang, Yongxing Zhang, Xin Yu, and 5 more authors
    ICML 2026
    arXiv Code Website
  2. CVPR Findings
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    QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution
    Donglin Yang, Paul Vicol, Xiaojuan Qi, and 2 more authors
    CVPR Findings 2026
    arXiv Code

2025

  1. CVPR
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    Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models
    Yankai Jiang, Peng Zhang, Donglin Yang, and 3 more authors
    CVPR 2025
    arXiv
  2. ICLR
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    SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups
    Yongxing Zhang, Donglin Yang, and Renjie Liao
    ICLR 2025 (Oral Presentation, 213/11672, Top 1.8%)
    arXiv Code

2023

  1. NeurIPS
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    On Sparse Modern Hopfield Model
    Jerry Yao-Chieh Hu, Donglin Yang, Dennis Wu, and 3 more authors
    NeurIPS 2023
    arXiv Code

2022

  1. ICML
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    Adaptive Model Design for Markov Decision Process
    Siyu Chen*, Donglin Yang*, Jiayang Li, and 3 more authors
    ICML 2022 (Spotlight)
    Website
  2. ECCV
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    Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction
    Chia-Chi Chuang*, Donglin Yang*, Chuan Wen, and 1 more author
    ECCV 2022
    arXiv Code