Yonggang Wen

Full Professor, Nanyang Technological University

Joined

July 2019

Names

Yonggang Wen

Emails

****@ntu.edu.sg (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Full Professor

Nanyang Technological University (ntu.edu.sg)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisee

Zongqing Lu

2011 – 2014

PhD Advisor

Vincent Chan

2001 – 2008

Expertise

Reinforcement Learning; PIML; digital twin

2011 – 2025

Publications

DSA: Efficient Inference For Video Generation Models via Distributed Sparse Attention
Shenggui Li, Runyu Lu, qiaoling chen, Haiyan Yin, Yueming Lyu, Yonggang Wen, Ivor Tsang, Tianwei Zhang
- ICLR 2026 Poster
- Readers: Everyone
Rethinking Key-Value Cache Compression Techniques for Large Language Model Serving
GAO WEI, Xinyu Zhou, Peng Sun, Tianwei Zhang, Yonggang Wen
- MLSys 2025
- Readers: Everyone
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
Ziyi Zhang, Sen Zhang, Yibing Zhan, Yong Luo, Yonggang Wen, Dacheng Tao
- ICML 2024 Poster
- Readers: Everyone
FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices
Haozhao Wang, yabo jia, Meng Zhang, Qinghao Hu, Hao Ren, Peng Sun, Yonggang Wen, Tianwei Zhang
- TheWebConf24
- Readers: Everyone
FHA-Kitchens: A Novel Dataset for Fine-Grained Hand Action Recognition in Kitchen Scenes
Ting Zhe, Yongqian Li, Jing Zhang, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao
- Submitted to ICLR 2024
- Readers: Everyone
Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
Qihuang Zhong, Liang Ding, Yibing Zhan, Yu Qiao, Yonggang Wen, Li Shen, Juhua Liu, Baosheng Yu, Bo Du, Yixin Chen, Xinbo Gao, Chunyan Miao, Xiaoou Tang, Dacheng Tao
- 25 Dec 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Smart Multi-tenant Federated Learning
Weiming Zhuang, Yonggang Wen, Shuai Zhang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
GradientFlow: Optimizing Network Performance for Large-Scale Distributed DNN Training
Peng Sun, Yonggang Wen, Ruobing Han, Wansen Feng, Shengen Yan
- 2022 (modified: 18 Jun 2022)
- IEEE Trans. Big Data 2022
- Readers: Everyone
FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI
Guanyu Gao, Chengru Song, T. G. Thusitha Asela Bandara, Meng Shen, Fan Yang, Wolf Posdorfer, Dacheng Tao, Yonggang Wen
- 2022 (modified: 18 Jun 2022)
- IEEE Internet Things J. 2022
- Readers: Everyone
Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision
Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen
- 2022 (modified: 18 Jun 2022)
- CoRR 2022
- Readers: Everyone

View all 15 publications

Co-Authors

View all 59 co-authors