I am currently a 2nd year PhD student in the Department of Computer Science and Engineering, Chinese University of Hong Kong, advised by Prof. Jiaya Jia. Previously, I received my master degree from Tsinghua University in 2023, advised by Prof. Wenming Yang. During my study in Tsinghua University, I spent a good time with prof. Yapeng Tian, prof. Yulun Zhang, prof. Radu Timofte, and prof. Luc Van Gool. Before that, I obtained my B.E degree from Xidian University in 2020.
Recently, my research interests focus on generative models and LLM. Previously, I focused on low-level vision and model compression.
News
- 2024.11 DiffI2I is accepted by TPAMI.
- 2024.07 LLMGA is accepted by ECCV 2024 Oral.
- 2023.11 We release Multimodal Large Language Model based Generation Assistant (LLMGA).
- 2023.09 1 paper is accepted by NeurIPS 2023 (Soptlight).
- 2023.10 We release DiffI2I.
- 2023.07 1 paper is accepted by ICCV 2023.
- 2023.06 1 paper is accepted by TIP.
- 2023.02 1 paper is accepted by CVPR 2023.
- 2023.01 2 papers are accepted by ICLR 2023.
- 2021.12 2 papers are accepted by AAAI 2022.
Publications
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation
Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Radu Timotfe, Luc Van Gool
LLMGA: Multimodal Large Language Model based Generation Assistant
Bin Xia, Shiyin Wang, Yingfan Tao, Yitong Wang, Jiaya Jia
Hierarchical Integration Diffusion Model for Realistic Image Deblurring
Zheng Chen, Yulun Zhang, Ding Liu, Bin Xia, Jinjin Gu, Linghe Kong, and Xin Yuan
DiffIR: Efficient diffusion model for image restoration
Bin Xia, Yulun Zhang, Shiyin Wang, Yitong Wang, Xinglong Wu, Yapeng Tian, Wenming Yang, Luc Van Gool
Structured Sparsity Learning for Efficient Video Super-Resolution
Bin Xia, Jingwen He, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Luc Van Gool
Basic Binary Convolution Unit for Binarized Image Restoration Network
Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
Bin Xia, Yulun Zhang, Yitong Wang, Yapeng Tian, Wenming Yang, Radu Timofte, Luc Van Gool
Meta-learning based degradation representation for blind super-resolution
Bin Xia, Yapeng Tian, Yulun Zhang, Yucheng Hang, Wenming Yang, Qingmin Liao
Bin Xia, Yucheng Hang, Yapeng Tian, Wenming Yang, Qingmin Liao, Jie Zhou
Efficient Non-Local Contrastive Attention for Image Super-Resolution
Bin Xia, Yucheng Hang, Yapeng Tian, Wenming Yang, Qingmin Liao, Jie Zhou
Honors and Awards
- 2023.07, Excellent Graduate of Tsinghua University
- 2023.07, Excellent Master Thesis Award, Tsinghua University
- 2023.05, Outstanding Reviewer Award at CVPR
- 2023.05, First Prize in Internship Award of Tsinghua University
- 2022.10, National Scholarship, Tsinghua University
- 2020.07, Excellent Graduate of Xidian University
- 2018.10, National Scholarship, Xidian University
Services
Conference Reviewer: CVPR, ICLR, ICCV, NeurIPS, AAAI, WACV
Journal Reviewer: TIP, IJCV, TNNLS, TMM, TCSVT