Chenyu Huang

Profile

Chenyu Huang (黄辰宇) received the M.S. and B.S. degree from School of Electronic Science and Engineering, Southeast University, in 2024 and 2021, respectively. He is currently working towards the Ph.D. degree at Fudan University, Shanghai, China, supervised by Prof. Tao Chen. His research interests include computer vision, model merging, and model compression. He has published papers in conferences and journals including NeurIPS, T-CSVT, and CVPR.

Educations

2024.9-Present: Ph.D. Candidate, School of Information Science and Technology, Fudan University. Supervised by: Prof. Tao Chen.

2021.9-2024.6: Master's Degree, School of Electronic Science and Engineering, Southeast University. Supervised by: Prof. Yuning Zhang.

2017.9-2021.6 Bachelor's Degree, School of Electronic Science and Engineering, Southeast University.

Publications

EMR-Merging: Tuning-Free High-Performance Model Merging

EMR-Merging: Tuning-Free High-Performance Model Merging

Chenyu Huang, Peng Ye, Tao Chen, Tong He, Xiangyu Yue, Wanli Ouyang

NeurIPS 2024

Dynamic Model Merging with Mixture of Weights

Dynamic Model Merging with Mixture of Weights

Peng Ye, Chenyu Huang, Mingzhu Shen, Tao Chen, Yongqi Huang, Wanli Ouyang

IEEE Transactions on Circuits and Systems for Video Technology

DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models

DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models

Yongqi Huang, Peng Ye, Chenyu Huang, Jianjian Cao, Lin Zhang, Baopu Li, Gang Yu, Tao Chen

CVPR 2025