Chuan Wu

Full Professor, Computer Science, The University of Hong Kong

Joined

December 2017

Names

Chuan Wu

Emails

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

Personal Links

Career & Education History

Full Professor

Computer Science, The University of Hong Kong (hku.hk)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Baochun Li

2004 – 2008

Expertise

No areas of expertise listed

Publications

DIFFUSIONPIPE: TRAINING LARGE DIFFUSION MODELS WITH EFFICIENT PIPELINES
Ye Tian, Zhen Jia, Ziyue Luo, Yida Wang, Chuan Wu
- OpenReview Archive Direct Upload
- Readers: Everyone
DCP: Addressing Input Dynamism In Long-Context Training via Dynamic Context Parallelism
Chenyu Jiang, Zhenkun Cai, Ye Tian, Zhen Jia, Yida Wang, Chuan Wu
- CoRR 2025
- Readers: Everyone
Laminar: A Scalable Asynchronous RL Post-Training Framework
Guangming Sheng, Yuxuan Tong, Borui Wan, Wang Zhang, Chaobo Jia, Xibin Wu, Yuqi Wu, Xiang Li, Chi Zhang, Yanghua Peng, Haibin Lin, Xin Liu, Chuan Wu
- CoRR 2025
- Readers: Everyone
SP-MoE: Speculative Decoding and Prefetching for Accelerating MoE-based Model Inference
Liangkun Chen, Zijian Wen, Tian Wu, Xiaoxi Zhang, Chuan Wu
- CoRR 2025
- Readers: Everyone
Structuring Semantic Embeddings for Principle Evaluation: A Kernel-Guided Contrastive Learning Approach
Che Shen, Lingpeng Kong, Chuan Wu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
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
Conformal Non-Coverage Risk Control (CNCRC): Risk-Centric Guarantees for Predictive Safety in High-Stakes Settings
Che Shen, Junwei Su, Lingpeng Kong, Chuan Wu
- Submitted to ICLR 2026
- Readers: Everyone
When Do Multi-Agent Systems Outperform? Analysing the Learning Efficiency of Agentic Systems
Junwei Su, Chuan Wu
- Submitted to ICLR 2026
- Readers: Everyone
Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective
Mengfan Liu, Da Zheng, Junwei Su, Chuan Wu
- ICLR 2026 Poster
- Readers: Everyone
MR.PEA: The Meta-Reasoning Prompt Engineering Agent
Yuran Sun, Chuan Wu
- Submitted to ICLR 2026
- Readers: Everyone

View all 315 publications

Co-Authors

View all 296 co-authors