Yutao Xie

MS student, University of California, San Diego

Joined

May 2025

Names

Yutao Xie (Preferred)

Emails

****@ucsd.edu (Confirmed)

Personal Links

Career & Education History

MS student

University of California, San Diego (ucsd.edu)

2024 – 2026

Undergrad student

Tianjin University (tju.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Large Language Models

2024 – Present

Reinforcement Learning

2024 – Present

Publications

IsoCompute Playbook: Optimally Scaling Sampling Compute for LLM RL
Zhoujun Cheng, Yutao Xie, Yuxiao Qu, Amrith Setlur, Shibo Hao, Varad Pimpalkhute, Tongtong Liang, Feng Yao, Zhengzhong Liu, Eric P. Xing, Virginia Smith, Ruslan Salakhutdinov, Zhiting Hu, Taylor W. Killian, Aviral Kumar
- SPOT
- Readers: Everyone
TIPS: Turn-level Information-Potential Reward Shaping for Search-Augmented LLMs
Yutao Xie, Nathaniel Thomas, Nicklas Hansen, Yang Fu, Li Erran Li, Xiaolong Wang
- ICLR 2026 Poster
- Readers: Everyone
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
Zhoujun Cheng, Shibo Hao, Tianyang Liu, Fan Zhou, Yutao Xie, Feng Yao, Yuexin Bian, Nilabjo Dey, Yonghao Zhuang, Yuheng Zha, Yi Gu, Kun Zhou, Yuqi Wang, Yuan Li, Richard Fan, Jianshu She, Chengqian Gao, Abulhair Saparov, Taylor W. Killian, Haonan Li et al. (4 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone

Co-Authors

View all 35 co-authors