Guoliang He

Researcher, OpenAI

Joined

November 2022

Names

Guoliang He (Preferred)

,

Guoliang HE

Emails

****@cam.ac.uk (Confirmed)

Personal Links

Career & Education History

Researcher

OpenAI (openai.com)

2025 – Present

Intern

ByteDance Inc. (bytedance.com)

2024 – 2025

PhD student

University of Cambridge (cam.ac.uk)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2025

Expertise

machine learning system

2021 – Present

Publications

Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs
Guoliang He, Youhe Jiang, Wencong Xiao, Jiang Kaihua, Shuguang Wang, Jun Wang, Du Zixian, Zhuo Jiang, Xinlei Zhang, Binhang Yuan, Eiko Yoneki
- ES-FoMo III
- Readers: Everyone
Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs
Guoliang HE, YOUHE JIANG, Wencong Xiao, Jiang Kaihua, Shuguang Wang, Jun Wang, Du Zixian, Zhuo Jiang, Xinlei Zhang, Binhang Yuan, Eiko Yoneki
- NeurIPS 2025 poster
- Readers: Everyone
Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
Youhe Jiang, Fangcheng Fu, Xiaozhe Yao, Guoliang He, Xupeng Miao, Ana Klimovic, Bin Cui, Binhang Yuan, Eiko Yoneki
- CoRR 2025
- Readers: Everyone
Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
YOUHE JIANG, Fangcheng Fu, Xiaozhe Yao, Guoliang HE, Xupeng Miao, Ana Klimovic, Bin CUI, Binhang Yuan, Eiko Yoneki
- ICML 2025 poster
- Readers: Everyone
CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning
Guoliang He, Eiko Yoneki
- CoRR 2025
- Readers: Everyone
Safeguarding System Prompts for LLMs
Zhifeng Jiang, Zhihua Jin, Guoliang HE
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
vPALs: Towards Verified Performance-aware Learning System For Resource Management
Guoliang He, Gingfung Yeung, Sheriffo Ceesay, Adam Barker
- CoRR 2024
- Readers: Everyone
Safeguarding System Prompts for LLMs
Zhifeng Jiang, Zhihua Jin, Guoliang He
- CoRR 2024
- Readers: Everyone
Optimizing Tensor Computation Graphs with Equality Saturation and Monte Carlo Tree Search
Jakob Hartmann, Guoliang He, Eiko Yoneki
- PACT 2024
- Readers: Everyone

View all 16 publications

Co-Authors