I am currently a jointly first-year (2022-now) Ph.D. student in University of Macau (UM) and Shenzhen Institute of Advanced Technology (SIAT), under the supervision of Prof. Jiantao Zhou and Prof. Chao Dong. Before that, I received master's degree in SIAT in 2022, under the supervision of Prof. Chao Dong.
I am also a research intern (2020.12-now) in Tencent ARC Lab , working close to Dr. Xintao Wang.
Research interest
My research interests include computer vision and deep learning, particularly focusing on image restoration and video restoration, etc.
News
- [04/2023] One paper was accepted by ICML 2023.
- [11/2022] One paper was accepted by AAAI 2023.
- [09/2022] One paper was accepted by NIPS 2022.
- [07/2022] One paper was accepted by ECCV 2022 as oral (2.7%).
- [05/2022] One paper was accepted by CVPR 2022 workshop.
- [12/2021] One paper was accepted by NeurIPS 2021 as spotlight (2.85%).
- [10/2021] One paper was accepted by ICCV 2021 AIM workshop with Honorary Nomination Paper Award.
- [08/2020] Our video interpolation method, EQVI, won the AIM 2020 Challenge on Video Temporal Super-Resolution
Publications
Mitigating Artifacts in Real-World Video Super-Resolution
Models
Liangbin Xie, Xintao Wang, Shuwei Shi, Jinjin Gu, Chao Dong and Ying Shan
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023
paper / code / bibtex
Liangbin Xie, Xintao Wang, Shuwei Shi, Jinjin Gu, Chao Dong and Ying Shan
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023
paper / code / bibtex
Rethinking Alignment in Video
Super-Resolution Transformers
Shuwei Shi*, Jinjin Gu*, Liangbin Xie, Xintao Wang, Yujiu Yang, and Chao Dong
Advances in Neural Information Processing Systems (NIPS), 2022
paper / code / bibtex
Shuwei Shi*, Jinjin Gu*, Liangbin Xie, Xintao Wang, Yujiu Yang, and Chao Dong
Advances in Neural Information Processing Systems (NIPS), 2022
paper / code / bibtex
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
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
VFHQ:
A High-Quality Dataset
and Benchmark for Video Face Super-Resolution
Liangbin Xie, Xintao Wang, Honglun Zhang, Chao Dong and Ying Shan
Computer Vision and Pattern Recognition Workshops (CVPRW), 2022
project page / paper / poster / bibtex
Liangbin Xie, Xintao Wang, Honglun Zhang, Chao Dong and Ying Shan
Computer Vision and Pattern Recognition Workshops (CVPRW), 2022
project page / paper / poster / bibtex
Enhanced Quadratic Video
Interpolation
Yihao Liu*, Liangbin Xie*, Li Siyao, Wenxiu Sun, Yu Qiao and Chao Dong
European Conference on Computer Vision Workshops (ECCVW), 2020
paper / code / bibtex
Yihao Liu*, Liangbin Xie*, Li Siyao, Wenxiu Sun, Yu Qiao and Chao Dong
European Conference on Computer Vision Workshops (ECCVW), 2020
paper / code / bibtex