Yuchao Gu

PhD student, National University of Singapore

I am currently a first-year (2022-now) Ph.D. student in the Department of Electronic & Computer Engineering, National University of Singapore (NUS), under the supervision of Prof. Mike Shou. Before that, I received master's degree in Nankai University in 2022, under the supervision of Prof. Ming-Ming Cheng.

I am also a research intern (2021.9-now) in Tencent ARC Lab , working close to Dr. Xintao Wang.

Research interest

My research interests include generative modeling (low-level vision, multi-modal generation) and efficient deep-learning (neural architecture search).

News

Publications

VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
Yuchao Gu, Xintao Wang, Liangbin Xie, Chao Dong, Gen Li, Ying Shan and Ming-Ming Cheng
European Conference on Computer Vision (ECCV), 2022 (Oral)
project page / paper / code / bibtex
iNAS: Integral NAS for Device-Aware Salient Object Detection
Yuchao Gu, Shang-Hua Gao, Xu-Sheng Cao, Peng Du, Shao-Ping Lu and Ming-Ming Cheng
IEEE International Conference on Computer Vision (ICCV), 2021
paper / code / slide / poster / video / bibtex
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search
Yuchao Gu, Li-Juan Wang, Yun Liu, Yi Yang, Yu-Huan Wu, Shao-Ping Lu and Ming-Ming Cheng
IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2021
paper / code / slide / poster / video / bibtex
Pyramid Constrained Self-Attention Network for Fast Video Salient Object Detection
Yuchao Gu, Li-Juan Wang, Ziqin Wang, Yun Liu, Shao-Ping Lu and Ming-Ming Cheng
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
paper / code / poster / bibtex

Honors and Awards

Outstanding Graduates, Nankai University, 2022
Nankai - SK Hynix Outstanding Research Scholarship, 2022
The First Prize Gongneng Scholarship of graduate school, Nankai University, 2020-2022
National Scholarship of Ministry of Education, Government of China, 2018

Contact

You are very welcome to contact me regarding my research. I typically respond within a few days.
I can be contacted directly at yuchaogu9710 [at] gmail.com