publications

2025

1. arXiv

   

   PICABench: How Far Are We from Physically Realistic Image Editing?

   Yuandong Pu, Le Zhuo, Songhao Han, Jinbo Xing, Kaiwen Zhu, Shuo Cao, Bin Fu, Si Liu, Hongsheng Li, Yu Qiao, Wenlong Zhang, Xi Chen, and Yihao Liu^†

   arXiv preprint arXiv:2510.17681, 2025
2. arXiv

   

   FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution

   Junhao Zhuang, Shi Guo, Xin Cai, Xiaohui Li, Yihao Liu, Chun Yuan, and Tianfan Xue

   arXiv preprint arXiv:2510.12747, 2025
3. arXiv

   

   LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution

   Xiaohui Li, Shaobin Zhuang, Shuo Cao, Yang Yang, Yuandong Pu, Qi Qin, Siqi Luo, Bin Fu, and Yihao Liu^†

   arXiv preprint arXiv:2510.08771, 2025
4. arXiv

   

   Lumina-dimoo: An omni diffusion large language model for multi-modal generation and understanding

   Yi Xin, Qi Qin, Siqi Luo, Kaiwen Zhu, Juncheng Yan, Yan Tai, Jiayi Lei, Yuewen Cao, Keqi Wang, Yibin Wang,  ..., and Yihao Liu^†

   arXiv preprint arXiv:2510.06308, 2025
5. arXiv

   

   Artimuse: Fine-grained image aesthetics assessment with joint scoring and expert-level understanding

   Shuo Cao, Nan Ma, Jiayang Li, Xiaohui Li, Lihao Shao, Kaiwen Zhu, Yu Zhou, Yuandong Pu, Jiarui Wu, Jiaquan Wang, Bo Qu, Wenhai Wang, Yu Qiao, Dajuin Yao, and Yihao Liu^†

   arXiv preprint arXiv:2507.14533, 2025
6. arXiv

   

   OneVAE: Joint Discrete and Continuous Optimization Helps Discrete Video VAE Train Better

   Yupeng Zhou, Zhen Li, Ziheng Ouyang, Yuming Chen, Ruoyi Du, Daquan Zhou, Bin Fu, Yihao Liu, Peng Gao, Ming-Ming Cheng, and  others

   arXiv preprint arXiv:2508.09857, 2025
7. arXiv

   

   Lumina-omnilv: A unified multimodal framework for general low-level vision

   Yuandong Pu, Le Zhuo, Kaiwen Zhu, Liangbin Xie, Wenlong Zhang, Xiangyu Chen, Peng Gao, Yu Qiao, Chao Dong, and Yihao Liu^†

   arXiv preprint arXiv:2504.04903, 2025
8. ICCV

   

   DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations

   Xiaohui Li^*, Yihao Liu^*†, Shuo Cao, Ziyan Chen, Shaobin Zhuang, Xiangyu Chen, Yinan He, Yi Wang, and Yu Qiao

   arXiv preprint arXiv:2501.10110, 2025
9. TIP

   

   Learning to see low-light images via feature domain adaptation

   Qirui Yang, Qihua Cheng, Huanjing Yue, Le Zhang, Yihao Liu, and Jingyu Yang

   IEEE Transactions on Image Processing, 2025

2024

1. ECCV

   

   GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity

   Shuo Cao^*, Yihao Liu^*, Wenlong Zhang, Yu Qiao, and Chao Dong

   In European Conference on Computer Vision, 2024
2. ECCV

   

   A Comparative Study of Image Restoration Networks for General Backbone Network Design

   Xiangyu Chen, Zheyuan Li, Yuandong Pu, Yihao Liu, Jiantao Zhou, Yu Qiao, and Chao Dong

   In European Conference on Computer Vision, 2024
3. ICML

   

   Unifying Image Processing as Visual Prompting Question Answering

   Yihao Liu^*, Xiangyu Chen^*, Xianzheng Ma^*, Xintao Wang, Jiantao Zhou, Yu Qiao, and Chao Dong

   In Proceedings of the 41st International Conference on Machine Learning (ICML), 2024
4. ACM MM

   

   Learning A Low-Level Vision Generalist via Visual Task Prompt

   Xiangyu Chen, Yihao Liu, Yuandong Pu, Wenlong Zhang, Jiantao Zhou, Yu Qiao, and Chao Dong

   In Proceedings of the 32nd ACM International Conference on Multimedia, 2024
5. PR

   AdaptBIR: Adaptive Blind Image Restoration with Latent Diffusion Prior for Higher Fidelity

   Yingqi Liu, Jingwen He, Yihao Liu, Xinqi Lin, Fanghua Yu, Jinfan Hu, Yu Qiao, and Chao Dong

   Pattern Recognition, 2024
6. CVMJ

   

   Temporally Consistent Video Colorization with Deep Feature Propagation and Self-Regularization Learning

   Yihao Liu^*, Hengyuan Zhao^*, Kelvin CK Chan, Xintao Wang, Chen Change Loy, Yu Qiao, and Chao Dong

   Computational Visual Media, 2024

2023

1. CVPR

   

   DegAE: A New Pretraining Paradigm for Low-Level Vision

   Yihao Liu, Jingwen He, Jinjin Gu, Xiangtao Kong, Yu Qiao, and Chao Dong

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2. TPAMI

   

   Evaluating the Generalization Ability of Super-Resolution Networks

   Yihao Liu, Hengyuan Zhao, Jinjin Gu, Yu Qiao, and Chao Dong

   IEEE Transactions on pattern analysis and machine intelligence, 2023
3. CVPR

   

   Masked Image Training for Generalizable Deep Image Denoising

   Haoyu Chen, Jinjin Gu, Yihao Liu, Salma Abdel Magid, Chao Dong, Qiong Wang, Hanspeter Pfister, and Lei Zhu

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
4. TPAMI

   

   CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm

   Mingye Xu, Yali Wang, Yihao Liu, Tong He, and Yu Qiao

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
5. arXiv

   Learning to See Low-Light Images via Feature Domain Adaptation

   Qirui Yang, Qihua Cheng, Huanjing Yue, Le Zhang, Yihao Liu, and Jingyu Yang

   arXiv preprint arXiv:2312.06723, 2023
6. Displays

   Two-Branch Crisscross Network for Realistic and Accurate Image Super-Resolution

   Qirui Yang, Yihao Liu, and Jingyu Yang

   Displays, 2023
7. arXiv

   Towards Efficient SDRTV-to-HDRTV by Learning from Image Formation

   Xiangyu Chen, Zheyuan Li, Zhengwen Zhang, Jimmy S Ren, Yihao Liu, Jingwen He, Yu Qiao, Jiantao Zhou, and Chao Dong

   arXiv preprint arXiv:2309.04084, 2023
8. arXiv

   Efficient HDR Reconstruction from Real-World Raw Images

   Qirui Yang^*, Yihao Liu^*, and Jingyu Yang

   arXiv preprint arXiv:2306.10311, 2023

2022

1. TMM

   

   Very Lightweight Photo Retouching Network with Conditional Sequential Modulation

   Yihao Liu^*, Jingwen He^*, Xiangyu Chen, Zhengwen Zhang, Hengyuan Zhao, Chao Dong, and Yu Qiao

   IEEE Transactions on Multimedia, 2022
2. TPAMI

   

   Blind Image Super-Resolution: A Survey and Beyond

   Anran Liu, Yihao Liu, Jinjin Gu, Yu Qiao, and Chao Dong

   IEEE transactions on pattern analysis and machine intelligence, 2022
3. CVPRW

   A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds

   Wenlong Zhang, Guangyuan Shi, Yihao Liu, Chao Dong, and Xiao-Ming Wu

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

1. TPAMI

   

   RankSRGAN: Super Resolution Generative Adversarial Networks with Learning to Rank

   Wenlong Zhang, Yihao Liu, Chao Dong, and Yu Qiao

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
2. TPAMI

   

   Interactive Multi-Dimension Modulation for Image Restoration

   Jingwen He, Chao Dong, Yihao Liu, and Yu Qiao

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
3. ICCV

   

   Learn to Match: Automatic Matching Network Design for Visual Tracking

   Zhipeng Zhang, Yihao Liu, Xiao Wang, Bing Li, and Weiming Hu

   In International Conference on Computer Vision (ICCV), 2021
4. arXiv

   

   Discovering" Semantics" in Super-Resolution Networks

   Yihao Liu^*, Anran Liu^*, Jinjin Gu, Zhipeng Zhang, Wenhao Wu, Yu Qiao, and Chao Dong

   arXiv preprint arXiv:2108.00406, 2021
5. arXiv

   Color2Embed: Fast Exemplar-Based Image Colorization Using Color Embeddings

   Hengyuan Zhao, Wenhao Wu, Yihao Liu, and Dongliang He

   arXiv preprint arXiv:2106.08017, 2021
6. CVPRW

   HDRUnet: Single Image HDR Reconstruction with Denoising and Dequantization

   Xiangyu Chen, Yihao Liu, Zhengwen Zhang, Yu Qiao, and Chao Dong

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021
7. CVPRW

   NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results

   Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Ales Leonardis, and Radu Timofte

   In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021

2020

1. AAAI

   

   FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing

   Yu Dong^*, Yihao Liu^*, He Zhang, Shifeng Chen, and Yu Qiao

   In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020
2. ECCV

   

   Conditional Sequential Modulation for Efficient Global Image Retouching

   Jingwen He^*, Yihao Liu^*, Yu Qiao, and Chao Dong

   In European Conference on Computer Vision (ECCV), 2020
3. ECCVW

   Residual and Dense UNet for Under-Display Camera Restoration

   Qirui Yang^*, Yihao Liu^*, Jigang Tang, and Tao Ku

   In European Conference on Computer Vision (ECCV) Workshops, 2020
4. ECCVW

   

   Enhanced Quadratic Video Interpolation

   Yihao Liu^*, Liangbin Xie^*, Li Siyao, Wenxiu Sun, Yu Qiao, and Chao Dong

   In European Conference on Computer Vision (ECCV) Workshops, 2020
5. ECCVW

   AIM 2020 Challenge on Video Temporal Super-Resolution

   Sanghyun Son, Jaerin Lee, Seungjun Nah, Radu Timofte, Kyoung Mu Lee, Yihao Liu, Liangbin Xie, Li Siyao, Wenxiu Sun, Yu Qiao, and  others

   In European Conference on Computer Vision (ECCV) Workshops, 2020
6. ECCVW

   UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results

   Yuqian Zhou, Michael Kwan, Kyle Tolentino, Neil Emerton, Sehoon Lim, Tim Large, Lijiang Fu, Zhihong Pan, Baopu Li, Qirui Yang, and  others

   In European Conference on Computer Vision (ECCV) Workshops, 2020

2019

1. ICCV

   RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution

   Wenlong Zhang, Yihao Liu, Chao Dong, and Yu Qiao

   In International Conference on Computer Vision (ICCV), 2019

2018

1. ECCVW

   ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks

   Xintao Wang, Ke Yu, Shixiang Wu, Jinjin Gu, Yihao Liu, Chao Dong, Yu Qiao, and Chen Change Loy

   In Proceedings of the European conference on computer vision (ECCV) workshops, 2018