Research Activities
- Invited Talks
- HealthtechFi Sustainability working group: Responsible AI and trustworthy as part of sustainable health technology.:”Reliable and Generalizable AI Systems”, Sep. 2026
- Unite! Online Course on Recent Advances and Research Trends in AI: “Learning with Limited Data: Leveraging Prior Knowledge in Modern Machine Learning Systems”. Jun. 2026
- Research Forum of the Centre for AI Fundamentals at the University of Manchester. “Prior Knowledge Transfer for
Data-Efficient and Adaptive Machine Learning”, May 2026
- [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
- 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
