Da Li
About Me
I am a PhD student in the School of Computer Science and Technology at Beijing Jiaotong University (BJTU), where I am advised by Prof. Youfang Lin. My research focuses on machine learning interpretability, time-series analysis, and information theory. In particular, I am interested in developing principled explanation methods for deep models on time-series data.
Prior to my PhD studies, I received my M.S. degree from the School of Electronic and Information Engineering at Lanzhou Jiaotong University (2020–2023), and my B.S. degree from the School of Mathematics and Physics at China University of Geoscience (2015–2019).
News
- May 2025: Our paper “Optimal Information Retention for Time-Series Explanations” was accepted to ICML 2025 as a poster!
Research Interests
- Machine Learning Interpretability
- Time-Series Analysis
- Information Theory
- Deep Learning