Publications

2026

1. arXiv

   

   Stable Velocity: A Variance Perspective on Flow Matching

   Donglin Yang, Yongxing Zhang, Xin Yu, and 5 more authors

   arXiv preprint arXiv:2602.05435, 2026

   arXiv Bib Code Website

   @article{yang2026stablevelocity,
     title = {Stable Velocity: A Variance Perspective on Flow Matching},
     author = {Yang, Donglin and Zhang, Yongxing and Yu, Xin and Hou, Liang and Tao, Xin and Wan, Pengfei and Qi, Xiaojuan and Liao, Renjie},
     journal = {arXiv preprint arXiv:2602.05435},
     year = {2026},
   }

2025

1. arXiv

   

   QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution

   Donglin Yang, Paul Vicol, Xiaojuan Qi, and 2 more authors

   arXiv preprint arXiv:2503.12015, 2025

   arXiv Bib Code

   @article{yang2025qdm,
     title = {QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution},
     author = {Yang, Donglin and Vicol, Paul and Qi, Xiaojuan and Liao, Renjie and Zhang, Xiaofan},
     journal = {arXiv preprint arXiv:2503.12015},
     year = {2025},
   }

2. CVPR

   

   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

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

   arXiv Bib

   @inproceedings{jiang2025advancing,
     title = {Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models},
     author = {Jiang, Yankai and Zhang, Peng and Yang, Donglin and Tian, Yuan and Lin, Hai and Wang, Xiaosong},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     pages = {25971--25981},
     year = {2025},
   }

3. ICLR

   

   SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups

   Yongxing Zhang, Donglin Yang, and Renjie Liao

   International Conference on Learning Representations (ICLR), 2025 (Oral Presentation (213/11672, Top 1.8%))

   arXiv Bib Code

   Oral Presentation (213/11672, Top 1.8%)

   @article{zhang2024symmetricdiffusers,
     title = {SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups},
     author = {Zhang, Yongxing and Yang, Donglin and Liao, Renjie},
     journal = {International Conference on Learning Representations (ICLR)},
     year = {2025},
   }

2023

1. NeurIPS

   

   On Sparse Modern Hopfield Model

   Jerry Yao-Chieh Hu, Donglin Yang, Dennis Wu, and 3 more authors

   Advances in Neural Information Processing Systems, 2023

   arXiv Bib Code

   @article{hu2023sparse,
     title = {On Sparse Modern Hopfield Model},
     author = {Hu, Jerry Yao-Chieh and Yang, Donglin and Wu, Dennis and Xu, Chenwei and Chen, Bo-Yu and Liu, Han},
     journal = {Advances in Neural Information Processing Systems},
     volume = {36},
     pages = {27594--27608},
     year = {2023},
   }

2022

1. ICML

   

   Adaptive Model Design for Markov Decision Process

   Siyu Chen^*, Donglin Yang^*, Jiayang Li, and 3 more authors

   In International Conference on Machine Learning, 2022 (Spotlight)

   Bib Website

   Spotlight

   @inproceedings{chen2022adaptive,
     title = {Adaptive Model Design for Markov Decision Process},
     author = {Chen, Siyu and Yang, Donglin and Li, Jiayang and Wang, Senmiao and Yang, Zhuoran and Wang, Zhaoran},
     booktitle = {International Conference on Machine Learning},
     pages = {3679--3700},
     year = {2022},
     organization = {PMLR},
   }

2. ECCV

   

   Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction

   Chia-Chi Chuang^*, Donglin Yang^*, Chuan Wen, and 1 more author

   In European Conference on Computer Vision, 2022

   arXiv Bib Code

   @inproceedings{chuang2022resolving,
     title = {Resolving Copycat Problems in Visual Imitation Learning via Residual Action Prediction},
     author = {Chuang, Chia-Chi and Yang, Donglin and Wen, Chuan and Gao, Yang},
     booktitle = {European Conference on Computer Vision},
     pages = {392--409},
     year = {2022},
     organization = {Springer}
   }