Xin Li

Xin Li

Postdoc Research Fellow
University of Science and Technology of China
Email: xin.li@ustc.edu.cn

Currently, I work in USTC as a Postdoc Research Fellow and work with Zhibo Chen. I have obtained my Ph.D. in MOE-Microsoft Key Laboratory of Multimedia Computing and Communication, University of Science and Technology of China (USTC), supervised by Zhibo Chen. Prior to that, I obtained my B.S. degree in Department of Electronic Engineering and Information Science from the University of Science and Technology of China (USTC). From Apr. 2021 to Apr. 2022, I was a research intern at Intelligence Media Group of MSRA under the supervision of Cuiling Lan and Wenjun Zeng. I have been a visiting Ph.D. of Learning and Vision (LV) Lab at the National University of Singapore under the supervision of Xinchao Wang. My research interests mainly focus on image/video processing, transfer learning of foundational models, generation, and agent.

News

[09/2024] Awarded by ACM China SIGMM Outstanding Doctoral Dissertation Award.
[08/2024] One paper accepted by IEEE TMM and invited as the reviewer for ICLR2025.
[07/2024] One paper accepted by IEEE TIP.
[07/2024] Three papers accepted by ECCV 2024.
[06/2024] Invited as the reviewer for AAAI2024.
[06/2024] One tutorial "Low-level Image Processing with Diffusion Models" is accepted and will be hosted in IEEE VCIP2024.
[05/2024] Invited as the reviewer for NeurIPS2024.
[04/2024] Won the Basic Research Project for Young Students of National Natural Science Foundation of China (Doctoral candidate), PI (首届国家自然科学基金青年学生基础研究项目-博士研究生)
[03/2024] Won two first prize in CVPR NTIRE2024 Blind Compressed Image Enhancement Challenge and CVPR NTIRE2024 Quality Assessment for AI-Generated Content (AIGC) Challenge.
[03/2024] Won first prize in the 6th CLIC2022 (Video Perceptual Track) of DCC.
[02/2024] Three papers accepted in CVPR2024.
[02/2024] I am organizing the Short-form UGC Video Quality Assessment Challenge jointly with co-organizing the 9th NTIRE Workshop at CVPR 2024.
[01/2024] Invited as the reviewer for ECCV2024.
[12/2023] Invited as the reviewer for ICML2024.
[12/2023] Awarded IEEE VCIP Best Paper Award.
[09/2023] One paper accepted by IEEE TMM.
[09/2023] One paper accepted by NeurIPS2023.
[02/2023] One paper accepted by CVPR2023.
[11/2022] One paper accepted by AAAI2023 (Oral).
[10/2022] Awarded ByteDance Scholarship 2022 (Ten Students in China).
[08/2022] One paper accepted by ECCV Workshop 2022.
[07/2022] Awarded China Scholarship Council (CSC) scholarship.
[06/2022] One paper accepted by IEEE TMM.
[06/2022] One paper accepted by MICCAI 2022.
[04/2022] First prize in 5th CVPR CLIC 2022 in Perceptual Metric Track.
[11/2021] One paper accepted by IEEE TIP 2021.
[10/2021] Awarded China National Scholarship.
[09/2021] One paper accepted by IEEE TCSVT 2021.
[06/2021] One paper accepted by IEEE TIP 2021.
[11/2020] One papers accepted by AAAI 2021.
[08/2020] One paper accepted by ECCV Workshop 2020.
[06/2020] Two papers accepted by ECCV 2020.
[03/2020] One paper accepted by CVPR Workshop 2020.
[01/2020] The third prize in the 2019 4K+HDR National Artificial Intelligence Competition. (3/1000+).

Selected Publications

(† Equal Contribution, ✉ Corresponding Author)

  1. SAMB.png
    IEEE TIP’24
    Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation
    Xin Li , Cuiling Lan, Guoqiang Wei, and Zhibo Chen
    IEEE Transactions on Image Processing (TIP) , 2024
    arXiv Code
  2. UCIP.png
    ECCV’24
    UCIP: A Universal Framework for Compressed Image Super-Resolution using Dynamic Prompt
    Xin Li , Bingchen Li, Yeying Jin, Cuiling Lan, Hanxin Zhu, Yulin Ren and Zhibo Chen
    ECCV , 2024
    PDF Project Code
  3. DiffIR.png
    Arxiv
    Diffusion Models for Image Restoration and Enhancement–A Comprehensive Survey
    Xin Li , Yulin Ren, Xin Jin, Cuiling Lan, Xingrui Wang, Wenjun Zeng, Xinchao Wang and Zhibo Chen
    Arxiv , 2023
    PDF Code
  4. KVQ_competition.png
    NTIRE’24
    NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results
    Xin Li , Kun Yuan, Yajing Pei, Yiting Lu, Ming Sun, Chao Zhou, Zhibo Chen and Radu Timofte
    CVPR Workshop, Challenge Report for KVQ , 2024
    PDF Project Code
  5. FreqAlign.png
    IEEE TMM’23
    FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective
    Xin Li , Yiting Lu and Zhibo Chen
    IEEE Transactions on MultiMedia (TMM) , 2023
    PDF
  6. GraphAdapter.png
    NeurIPS’23
    GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph
    Xin Li , Dongze Lian, Zhihe Lu, Jiawang Bai, Zhibo Chen and Xinchao Wang
    NeurIPS , 2023
    PDF Code
  7. DIL.png
    CVPR’23
    Learning Distortion Invariant Representation for Image Restoration from A Causality Perspective
    Xin Li , Bingchen Li, Xin Jin, Cuiling Lan, and Zhibo Chen
    CVPR , 2023
    PDF Code
  8. RSC.png
    IEEE TIP’21
    Task-driven Semantic Coding via Reinforcement Learning
    Xin Li , Jun Shi and Zhibo Chen
    IEEE Transactions on Image Processing (TIP) , 2023
    PDF Code
  9. Omni.png
    AAAI’21
    Learning Omni-Frequency Region-adaptive Representations for Real Image Super-Resolution
    Xin Li , Xin Jin, Tao Yu, Simeng Sun, Yingxue Pang, Zhizheng Zhang, and Zhibo Chen
    AAAI , 2021
    PDF
  10. FDRNet.png
    ECCV’20
    Learning disentangled feature representation for hybrid-distorted image restoration
    Xin Li , Xin Jin, Jianxin Lin, Sen Liu, Yaojun Wu, Tao Yu, Wei Zhou and Zhibo Chen
    ECCV , 2020
    PDF
  11. MSDGN.png
    CLIC’20
    Multi-scale grouped dense network for VVC intra coding
    Xin Li , Simeng Sun, Zhizheng Zhang and Zhibo Chen
    CVPR Workshop , 2020
    PDF