Samson Yu

prof_pic.png
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. 🧬

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?

I’m 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. šŸ§˜šŸ»ā€ā™‚ļø

news

Sep 25, 2026 FML-bench has been accepted to the NeurIPS 2026 Evaluations & Datasets (E&D) Track! šŸŽ‰

selected publications

  1. Aspect sentiment triplet extraction using reinforcement learning
    Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, and 1 more author
    In Proceedings of the 30th ACM international conference on information & knowledge management, 2021
  2. Pip: Physical interaction prediction via mental simulation with span selection
    Jiafei Duan, Samson Yu, Soujanya Poria, and 2 more authors
    In European Conference on Computer Vision, 2022