I am a PhD student in Department of Computer Sciences at University of Wisconsin - Madison, where I am fortunate to be advised by Professor Ilias Diakonikolas. Before joining UW - Madison, I received my BS from Department of Computer Science and Technology at Nanjing University, where I was advised by Professor Yitong Yin in the Theory Group. I'm broadly interested in theory of machine learning and algorithms. My recent work focuses on algorithmic high-dimensional robust statistics and information-computation tradeoffs for statistical estimation.
with Ilias Diakonikolas, Daniel M. Kane and Lisheng Ren. NeurIPS 2023.
with Ilias Diakonikolas and Daniel M. Kane. NeurIPS 2023.
with Ilias Diakonikolas, Daniel M. Kane and Lisheng Ren. NeurIPS 2022.
with Ilias Diakonikolas and Daniel M. Kane. COLT 2022.
with Ilias Diakonikolas, Daniel M. Kane and Alistair Stewart. COLT 2021.
with Shuai Shao. ICALP 2020.
with Weiming Feng and Yitong Yin. PODC 2017.
Department of Computer Sciences, Room 4397
University of Wisconsin-Madison
1210 W Dayton St,
Madison, WI 53706
Email: yxsun AT cs DOT wisc DOT edu