Research Activities

  • Invited Talks
    • [Lancaster University CSML Seminar],”Theoretical understanding of generalization and memorization in generative models”, slides, Mar. 2026
    • [ELLIS Institute Finland Scientific Seminar Talk], “Generalize to Discover”, Helsinki, Nov. 2025
    • Vector Institute Research Day Highlight Talk, “Towards understanding evolving patterns in sequential data”, Toronto, Nov. 2024
    • Beneva Insurance Group, “On Distribution Shifts in Insurance Data, How to Address It?”, Quebec, Nov. 2023
  • Action Editor
    • TMLR
  • Conference Reviewer
    • NeurIPS (2022 [Outstanding Reviewer 10%], 2023, 2024, 2025)
    • ICML (2022, 2023, 2024, 2025, 2026)
    • AISTATS (2020, 2023, 2024, 2025)
    • ICLR (2024, 2025, 2026)
    • AAAI (2025)
  • Journal Reviewer
    • TPAMI
    • TNNLS
    • TMLR