Scholar
Shuo Xie
Google Scholar ID: V1qU5dwAAAAJ
Toyota Technological Institute at Chicago
Citations & Impact
Citations
90
H-index
5
i10-index
3
Publications
6
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Publications:
- - Should Decision-Makers Reveal the Classifiers in Online Strategic Classification? (ICML 2025)
- - Structured Preconditioners in Adaptive Optimization: A Unified Analysis (ICML 2025)
- - Adam Exploits ℓ∞-geometry of Loss Landscape via Coordinate-wise Adaptivity (ICLR 2025 Spotlight)
- - Implicit Bias of AdamW: ℓ∞-Norm Constrained Optimization (ICML 2024)
- - Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning (Findings of EMNLP 2022)
- Honors and Awards:
- - Gold Medal in Chinese Mathematical Olympiad (CMO)
- - Rank 1st in Chinese Girls’ Mathematical Olympiad (CGMO)
Research Experience
- Currently a third-year Ph.D. student at Toyota Technological Institute at Chicago.
Education
- Received a B.S. in Statistics from Peking University and an M.S. in Statistics from the University of Chicago. Currently a third-year Ph.D. student at Toyota Technological Institute at Chicago, advised by Professor Zhiyuan Li. Conducted research in natural language processing with Hongyuan Mei and Hao Tan during his master's degree.
Background
- Current interests include optimization, LLMs, and learning theory.
Miscellany
- Outside of research, enjoys cooking, learning Japanese on Duolingo, playing squash, and bouldering. During undergraduate time, was a member of the Peking University Softball Team and the captain of the Softball Team of School of Mathematical Sciences.
Co-authors