Liangbin Xie

Ph.D. Student

Xpixel Group
University of Macau

Email: lb.xie [at] siat.ac.cn

Biography

I am currently a jointly second-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.

My research interests lie in AIGC, especially in Image Generation/Editing.

News

2023 April: One paper was accepted by ICML 2023.
2022 Nov: One paper was accepted by AAAI 2023.
2022 Sept: One paper was accepted by NeurIPS 2022.
2022 July: One paper was accepted by ECCV 2022 as oral (2.7%).
2021 Dec: One paper was accepted by NeurIPS 2021 as spotlight (2.85%).
2020 Aug: EQVI, won the AIM 2020 Challenge on Video Temporal Super-Resolution.

Publications

	StyleAdapter: A Single-Pass LoRA-Free Model for Stylized Image Generation Zhouxia Wang, Xintao Wang, Liangbin Xie, Zhongang Qi, Ying Shan, Wenping Wang and Ping Luo. Arxiv, 2023. [paper]
	T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou, Xintao Wang, Liangbin Xie, Yanze Wu, Jian Zhang, Zhongang Qi, Ying Shan and Xiaohu Qie. Arxiv, 2023. [paper] [code]
	DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models Liangbin Xie, Xintao Wang, Xianyu Chen, Gen Li, Ying Shan, Jiantao Zhou and Chao Dong. International Conference on Machine Learning (ICML),* 2023. [paper] [code]
	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]
	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]
	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. International Conference on Computer Vision (ICCV), 2022. [project] [paper] [code]
	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. [paper] [project page]
	Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution Liangbin Xie, Xintao Wang, Chao Dong, Zhongang Qi and Ying Shan. Advances in Neural Information Processing Systems (NIPS), 2021. [paper] [code]
	Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data Xintao Wang, Liangbin Xie, Chao Dong and Ying Shan. International Conference on Computer Vision Workshops (ICCVW), 2021. [paper] [code]
	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]