Community Service

• Conference Reviewer: ICML 2022/2023, NeurIPS 2022/2023 (Top Reviewer Award), ICLR 2024, AISTATS 2023, CVPR 2023/2024, ICCV 2023, ECCV 2024, ACCV 2024, etc.

• Journal Reviewer: IEEE T-NNLS, Knowledge-Based System, Neural Networks

Publications/Preprints

• “Hessian Aware Low-Rank Weight Perturbation for Continual Learning”.
  Jiaqi Li, Rui Wang, Yuanhao Lai, Changjian Shui, Sabyasachi Sahoo, Charles X. Ling, Shichun Yang, Boyu Wang, Christian Gagné, Fan Zhou.
  Under review. [arxiv] [code]

• “Fair Representation Learning through Implicit Path Alignment”.
  Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné.
  International Conference on Machine Learning (ICML), 2022. [paper] [code]

• “Aggregating From Multiple Target-Shifted Sources”.
  Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X. Ling, Boyu Wang.
  International Conference on Machine Learning (ICML), 2021. [paper] [code]