Publications

(† Equal Contribution, ✉ Corresponding Author)

2024

  1. SAMB.png
    IEEE TMM’24
    StyleAM: Perception-Oriented Unsupervised Domain Adaption for No-reference Image Quality Assessment
    Yiting Lu, Xin Li✉, Jianzhao Liu, and Zhibo Chen✉
    IEEE Transactions on MultiMedia (TMM) , 2024
    arXiv Code
  2. 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
  3. 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
  4. RainDrop.png
    ECCV’24
    Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal
    Yeying Jin, Xin Li, Jiadong Wang, Yan Zhang, and Malu Zhang
    ECCV , 2024
    PDF Code
  5. MoE-DiffIR.png
    ECCV’24
    MoE-DiffIR: Task-customized Diffusion Priors for Universal Compressed Image Restoration
    Yulin Ren , Xin Li✉, Bingchen Li, Xingrui Wang, Mengxi Guo, Shijie Zhao, Li Zhang and Zhibo Chen✉
    ECCV , 2024
    PDF Project Code
  6. Beyond.png
    ICML’24
    Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models
    Zhihe Lu , Jiawang Bai, Xin Li, Zeyu Xiao and Xinchao Wang
    ICML , 2024
    PDF Code
  7. SeD.png
    CVPR’24
    SeD: Semantic-Aware Discriminator for Image Super-Resolution
    Bingchen Li† , Xin Li†(Equal Contribution), Hanxin Zhu, Yeying Jin, Ruoyu Feng, Zhizheng Zhang and Zhibo Chen
    CVPR , 2024
    PDF Code
  8. KVQ.png
    CVPR’24
    KVQ: Kwai Video Quality Assessment for Short-form Videos
    Yiting Lu† , Xin Li†, Yajing Pei†, Kun Yuan, Qizhi Xie, Yunpeng Qu, Ming Sun, Chao Zhou and Zhibo Chen
    CVPR , 2024
    PDF PROJECT Code
  9. MLPNerf.png
    CVPR’24
    Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?
    Hanxin Zhu , Tianyu He, Xin Li, Bingchen Li and Zhibo Chen
    CVPR , 2024
    PDF
  10. PriorFormer.png
    ICIP’24
    PRIORFORMER: A UGC-VQA METHOD WITH CONTENT AND DISTORTION PRIORS
    Yajing Pei, Shiyu Huang, Yiting Lu, Xin Li✉ and Zhibo Chen✉
    ICIP , 2024
    PDF
  11. 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
  13. PromptCIR.png
    NTIRE’24
    PromptCIR: Blind Compressed Image Restoration with Prompt Learning
    Bingchen Li, Xin Li , Yiting Lu, Ruoyu Feng, Mengxi Guo, Shijie Zhao, Li Zhang and Zhibo Chen
    CVPR Workshop, Winner Method for Blind Compressed Image Restoration Track , 2024
    PDF Code
  14. AIGCVQA.png
    NTIRE’24
    AIGC-VQA: A Holistic Perception Metric for AIGC Video Quality Assessment
    Yiting Lu, Xin Li , Bingchen Li, Zihao Yu, Fengbin Guan, Xingrui Wang, Ruling Liao, Yan Ye and Zhibo Chen
    CVPR Workshop, Winner Method for AIGC VQA Track , 2024
    PDF Code
  15. SwinVQA.png
    DCC’24
    Video Quality Assessment Based on Swin TransformerV2 and Coarse to Fine Strategy
    Zihao Yu , Fengbin Guan, Yiting Lu, Xin Li and Zhibo Chen
    DCC , 2024, Winner Method for CLIC 2024
    PDF

2023

  1. 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
  2. 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
  3. 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
  4. DMIC.png
    VCIP Best Paper
    Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning
    Guangqi Xie†,  Xin Li† (Equal Contribution) , Xiaohan Pan and Zhibo Chen
    VCIP Best Paper Award , 2023
    PDF
  5. DSwin.png
    VCIP'23 Oral
    Density-aware Swin Transformer for Compressed Point Cloud Geometry Artifacts Removal
    Xiqian Yu,  Xin Li, Hanxin Zhu and Zhibo Chen
    VCIP Oral , 2023
    PDF
  6. SelectAugment.png
    AAAI'23 Oral
    SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation
    Shiqi Lin,  Zhizheng Zhang,  Xin Li, Wenjun Zeng and Zhibo Chen
    AAAI Oral , 2023
    PDF
  7. MARL.png
    IEEE TMM’23
    Local patch autoaugment with multi-agent collaboration
    Shiqi Lin, Tao Yu, Runsen Feng,  Xin Li , Xiaoyuan Yu, Lei Xiao and Zhibo Chen
    IEEE Transactions on MultiMedia (TMM) , 2023
    PDF

2022

  1. LIQA.png
    IEEE TMM’22
    LIQA: Lifelong blind image quality assessment
    Jianzhao Liu, Wei Zhou,  Xin Li , Jiahua Xu and Zhibo Chen
    IEEE Transactions on MultiMedia (TMM) , 2022
    PDF
  2. HST.png
    ECCV Workshop
    HST: Hierarchical Swin Transformer for Compressed Image Super-resolution
    Bingchen Li,  Xin Li, Yiting Lu, Sen Liu, Ruoyu Feng and Zhibo Chen
    ECCV Workshop , 2022
    PDF Code
  3. RTN.png
    MICCAI’22
    RTN: Reinforced Transformer Network for Coronary CT Angiography Vessel-level Image Quality Assessment
    Yiting Lu, Jun Fu,  Xin Li, Wei Zhou, Sen Liu, XinxinZhang, Congfu Jia, Ying Liu and Zhibo Chen
    MICCAI , 2022
    PDF
  4. SwinIQA.png
    CVPR Workshop
    SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment
    Jianzhao Liu,  Xin Li, Yanding Peng, Tao Yu and Zhibo Chen
    CVPR Workshop , 2022
    PDF
  5. HRLVSC.png
    VCIP’22
    Hierarchical Reinforcement Learning Based Video Semantic Coding for Segmentation
    Guangqi Xie,  Xin Li, Shiqi Lin, Li Zhang, Kai Zhang, Yue Li and Zhibo Chen
    VCIP , 2022
    PDF
  6. Transcoding.png
    VCIP’22
    Learned Lossless JPEG Transcoding via Joint Lossy and Residual Compression
    Xiaoshuai Fan,  Xin Li and Zhibo Chen
    VCIP , 2022
    PDF

2021

  1. 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
  2. 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
  3. LBHIC.png
    IEEE TCSVT’21
    Learned Block-based Hybrid Image Compression
    Yaojun Wu†,  Xin Li† (Equal Contribution) , Zhizheng Zhang, Xin Jin and Zhibo Chen
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) , 2021
    PDF
  4. DualPrior.png
    IEEE TCSVT’21
    Dual prior learning for blind and blended image restoration
    Xin Jin, Li Zhang, Chaowei Shan, Xin Li, and Zhibo Chen
    IEEE Transactions on Image Processing (TIP) , 2021
    PDF

2020

  1. 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
  2. MSDGN.png
    CVPR Workshop
    Multi-scale grouped dense network for VVC intra coding
    Xin Li , Simeng Sun, Zhizheng Zhang and Zhibo Chen
    CVPR Workshop , 2020
    PDF
  3. FAN.png
    ECCV Workshop
    FAN: Frequency Aggregation Network for Real Image Super-resolution
    Yingxue Pang,  Xin Li† (Equal Contribution) , Xin Jin, Yaojun Wu Jianzhao Liu, Sen Liu and Zhibo Chen
    ECCV Workshop , 2020
    PDF
  4. LIRA.png
    ECCV’20
    LIRA: Lifelong Image Restoration from Unknown Blended Distortions
    Jianzhao Liu, Jianxin Lin,  Xin Li , Wei Zhou, Sen Liu and Zhibo Chen
    ECCV , 2020
    PDF