Samson Yu
samson.yu [at] u.nus.edu
My research interest is AI-assisted scientific discovery for longevity. I envision a future where research agents (RA) can send ideas into cloud-based, AI-assisted wet labs for experimentation. š§¬
I'm currently fascinated by these research questions:
- Knowledge & representations: Can the way RAs choose experiments tell us about its scientific knowledge?
- Ideation: Can thought experiments help RAs come up with creative (original and effective) ideas?
- Experimentation: Does an explicit set of principles about the underlying world help agents choose informative experiments in a principled way?
Iām a PhD student at NUS Medicine, advised by Dianbo Liu. I hold a Master of Computing (AI) from NUS, advised by Harold Soh, and a BEng (ISTD) from SUTD.
Outside of research, I make music (alongside playing piano and singing) for emotional wellbeing (mentored by Melvin Goh) and participate in my local Plum Village community for spiritual wellbeing. š§š»āāļø
news
| Sep 25, 2026 | FML-bench has been accepted to the NeurIPS 2026 Evaluations & Datasets (E&D) Track! š |
|---|
selected publications
- Aspect sentiment triplet extraction using reinforcement learningIn Proceedings of the 30th ACM international conference on information & knowledge management, 2021
- Pip: Physical interaction prediction via mental simulation with span selectionIn European Conference on Computer Vision, 2022