Wujie Sun

Ph.D. Student

College of Computer Science and Technology
Zhejiang University

Address: No. 38 Zheda Road, Xihu District, Hangzhou, Zhejiang 310027, P.R.China

E-mail: sunwujie at zju dot edu dot cn

Biography []

Wujie Sun is currently a fourth-year Ph.D. student at the College of Computer Science and Technology, Zhejiang University, supervised by Prof. Can Wang and Prof. Chun Chen.

His current research interests include computer vision and model compression (knowledge translation and knowledge distillation).

Publications [] [] []

(# Equal Contribution; * Corresponding Author.)

2024

Knowledge Translation: A New Pathway for Model Compression

Wujie Sun, Defang Chen, Jiawei Chen, Yan Feng, Chun Chen, Can Wang

Under Review. Preprint at arXiv.

Keywords: Knowledge translation; Model compression; Green AI.

[Paper] [Code]

2023

Multi-Exit Self-Distillation with Appropriate Teachers

Wujie Sun, Defang Chen, Can Wang^*, Deshi Ye, Yan Feng, Chun Chen

Frontiers of Information Technology & Electronic Engineering (FITEE)

Keywords: Knowledge distillation; Multi-exit architecture.

[Paper]

Accelerating Diffusion Sampling with Classifier-based Feature Distillation

Wujie Sun, Defang Chen, Can Wang, Deshi Ye^*, Yan Feng, Chun Chen

IEEE International Conference on Multimedia and Expo (ICME) 2023

Keywords: Knowledge distillation; Diffusion model; Fast sampling.

[Paper] [Supplementary Material] [Code]

Holistic Weighted Distillation for Semantic Segmentation

Wujie Sun, Defang Chen, Can Wang, Deshi Ye^*, Yan Feng, Chun Chen

IEEE International Conference on Multimedia and Expo (ICME) 2023

Keywords: Knowledge distillation; Semantic segmentation.

[Paper] [Supplementary Material] [Code]

2022

Source-Free Unsupervised Domain Adaptation in Imbalanced Datasets

Wujie Sun, Qi Chen^*, Can Wang, Deshi Ye, Chun Chen

International Conference on Data Science and Information Technology (DSIT) 2022

Keywords: Domain adaptation; Imbalanced dataset.

[Paper] [Code]