Guangming Sheng

PhD student, University of Hong Kong

Joined

May 2023

Names

Guangming Sheng (Preferred)

Emails

****@cs.hku.hk (Confirmed)

****@connect.hku.hk (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

PhD student

University of Hong Kong (hku.hk)

2022 – 2026

Undergrad student

Wuhan University (whu.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Chuan Wu

2022 – 2026

Expertise

No areas of expertise listed

Publications

GNNUpdater: Adaptive Self-Triggered Training Framework on Dynamic Graphs
Yuchen Zhong, Junwei Su, Guangming Sheng, Tianzuo Qin, Minjie Wang, Quan Gan, Chuan Wu
- Submitted to ICLR 2026
- Readers: Everyone
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Qiying Yu, Zheng Zhang, Ruofei Zhu, Yufeng Yuan, Xiaochen Zuo, YuYue, Weinan Dai, Tiantian Fan, Gaohong Liu, Juncai Liu, LingJun Liu, Xin Liu, Haibin Lin, Zhiqi Lin, Bole Ma, Guangming Sheng, Yuxuan Tong, Chi Zhang, Mofan Zhang, Ru Zhang et al. (16 additional authors not shown)
- NeurIPS 2025 poster
- Readers: Everyone
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Qiying Yu, Zheng Zhang, Ruofei Zhu, Yufeng Yuan, Xiaochen Zuo, Yu Yue, Tiantian Fan, Gaohong Liu, Lingjun Liu, Xin Liu, Haibin Lin, Zhiqi Lin, Bole Ma, Guangming Sheng, Yuxuan Tong, Chi Zhang, Mofan Zhang, Wang Zhang, Hang Zhu, Jinhua Zhu et al. (15 additional authors not shown)
- CoRR 2025
- Readers: Everyone
HybridFlow: A Flexible and Efficient RLHF Framework
Haibin Lin, Chi Zhang, Guangming Sheng
- EuroSys
- Readers: Everyone
HybridFlow: A Flexible and Efficient RLHF Framework
Guangming Sheng, Chi Zhang, Zilingfeng Ye, Xibin Wu, Wang Zhang, Ru Zhang, Yanghua Peng, Haibin Lin, Chuan Wu
- EuroSys 2025
- Readers: Everyone
Swift: Expedited Failure Recovery for Large-Scale DNN Training
Yuchen Zhong, Guangming Sheng, Juncheng Liu, Jinhui Yuan, Chuan Wu
- IEEE Trans. Parallel Distributed Syst. 2024
- Readers: Everyone
MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline
Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu
- KDD 2024
- Readers: Everyone
MSPipe: Efficient Temporal GNN Training via Staleness-aware Pipeline
Guangming Sheng, Junwei Su, Chao Huang, Chuan Wu
- CoRR 2024
- Readers: Everyone
MSPipe: Minimal Staleness Pipeline for Efficient Temporal GNN Training
Guangming Sheng, Junwei Su, Chuan Wu
- Submitted to ICLR 2024
- Readers: Everyone

View all 13 publications

Co-Authors

View all 50 co-authors