About Me
I’m a first-year Ph.D. student at the Graduate Institute of Network and Multimedia, National Taiwan University (NTU), co-advised by Prof. Pu-Jen Cheng and Prof. Yun-Nung Chen. I am also a Research Scientist at AI Lab, SinoPac Holdings.
Previously, I earned an M.S. in Financial Engineering and a B.A. in Public Finance from National Chengchi University (NCCU), advised by Prof. Kendro Vincent. I have also worked at iKala AI Lab and WorldQuant LLC..
My research focuses on two connected directions:
Generative Retrieval & Recommendation
I investigate continual learning in generative retrieval models and how they retrieve relevant items while generating responses.
Financial Machine Learning
I explore learning to rank and simple, effective models grounded in empirical asset pricing.
🗞️ News
- Aug. 2026Our work ICICLE: Expanding Retrieval with In-Context Documents was accepted to EMNLP 2026 as a finding paper. See you in Budapest!
- Jul. 2026Submitted a first-author paper to KDD 2027.
- May 2026Released ICICLE: Expanding Retrieval with In-Context Documents.
- May 2026Our work: Integrating Inductive Biases in Transformers for Financial Time Series Forecasting was accepted to KDD 2026.
- Apr. 2026Co-teaching three Financial Machine Learning courses with Jia-Wei Liao at NTNU.
- Mar. 2026Our cross-table data mixture paper was accepted to the ICLR 2026 DATA-FM Workshop.
Selected Research
Last updated August 2026