Yang Zhou

PhD student, Electrical and Computer Engineering, CMU, Carnegie Mellon University

Joined

March 2024

Names

Yang Zhou (Preferred)

Emails

****@andrew.cmu.edu (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

Electrical and Computer Engineering , CMU, Carnegie Mellon University (andrew.cmu.edu)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

Beidi Chen

2023 – Present

Expertise

No areas of expertise listed

Publications

Sparse Attention for Efficient LLM Reinforcement Learning
Yang Zhou, Ranajoy Sadhukhan, Zhaofeng Sun, Zhuoming Chen, Souvik Kundu, Saket Dingliwal, Sai Muralidhar Jayanthi, Aram Galstyan, Haizhong Zheng, Beidi Chen
- SPOT
- Readers: Everyone
Jackpot: Align Actor-Policy Distribution for scalable and stable RL for LLM
Zhuoming Chen, Hongyi Liu, Yang Zhou, Haizhong Zheng, Beidi Chen
- ICLR 2026 Poster
- Readers: Everyone
Kinetics: Rethinking Test-Time Scaling Laws
Ranajoy Sadhukhan, Zhuoming Chen, Haizhong Zheng, Yang Zhou, Emma Strubell, Beidi Chen
- KDD 2025 Workshop on Inference Optimization for GenAI Oral
- Readers: Everyone
Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
Haizhong Zheng, Yang Zhou, Brian R. Bartoldson, Bhavya Kailkhura, Fan Lai, Jiawei Zhao, Beidi Chen
- ES-FoMo III
- Readers: Everyone
Kinetics: Rethinking Test-Time Scaling Laws
Ranajoy Sadhukhan, Zhuoming Chen, Haizhong Zheng, Yang Zhou, Emma Strubell, Beidi Chen
- TTODLer-FM @ ICML 2025 Oral
- Readers: Everyone
Kinetics: Rethinking Test-Time Scaling Laws
Ranajoy Sadhukhan, Zhuoming Chen, Haizhong Zheng, Yang Zhou, Emma Strubell, Beidi Chen
- LCFM 2025
- Readers: Everyone
GSM-Infinite: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?
Yang Zhou, Hongyi Liu, Zhuoming Chen, Yuandong Tian, Beidi Chen
- LCFM 2025
- Readers: Everyone
Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
Haizhong Zheng, Yang Zhou, Brian R. Bartoldson, Bhavya Kailkhura, Fan Lai, Jiawei Zhao, Beidi Chen
- NeurIPS 2025 poster
- Readers: Everyone
GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?
Yang Zhou, Hongyi Liu, Zhuoming Chen, Yuandong Tian, Beidi Chen
- CoRR 2025
- Readers: Everyone
GSM-$\infty$: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?
Yang Zhou, Hongyi Liu, Zhuoming Chen, Yuandong Tian, Beidi Chen
- ICML 2025 poster
- Readers: Everyone

View all 21 publications

Co-Authors

View all 45 co-authors