Shuo Xie

6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) ❓ The Questioner

Conferences

ICML (3) COLING (1) EMNLP (1) ICLR (1)

Top co-authors

Zhiyuan Li (3) Sanjiv Kumar (1) Bo Zheng (1) Sashank J. Reddi (1) Han Shao (1) Kunhe Yang (1) Li Du (1) Junxiong Zhu (1) Fangzhi Zhu (1) Qing Qu (1)

Keywords

reward modeling (1) transfer learning (1) direct preference optimization (1) language model alignment (1) model adaptation (1) reinforcement learning from human feedback (1) hidden state (1) pretrained language model (1) layer selection (1) computation reduction (1) hidden state variability (1)

Papers

MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples COLING 2025

Adam Exploits $\ell_\infty$-geometry of Loss Landscape via Coordinate-wise Adaptivity ICLR 2025

Should Decision-Makers Reveal Classifiers in Online Strategic Classification? ICML 2025

Structured Preconditioners in Adaptive Optimization: A Unified Analysis ICML 2025

Implicit Bias of AdamW: $\ell_∞$-Norm Constrained Optimization ICML 2024

Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022