Liu, Yihao

33 publications

ICLR 2026 Bringing Stability to Diffusion: Decomposing and Reducing Variance of Training Masked Diffusion Models Mengni Jia, Mengyu Zhou, Yihao Liu, Xiaoxi Jiang, Guanjunjiang

ICLR 2026 Factuality Matters: When Image Generation and Editing Meet Structured Visuals Le Zhuo, Songhao Han, Yuandong Pu, Boxiang Qiu, Sayak Paul, Yue Liao, Yihao Liu, Jie Shao, Xi Chen, Si Liu, Hongsheng Li

ICLR 2026 Interact-RAG: Reason and Interact with the Corpus, Beyond Black-Box Retrieval Yulong Hui, Chao Chen, Zhihang Fu, Yihao Liu, Jieping Ye, Huanchen Zhang

ICLR 2026 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, Yihao Liu

MIDL 2026 MetaVoxel: Joint Diffusion Modeling of Imaging and Clinical Metadata Yihao Liu, Chenyu Gao, Lianrui Zuo, Michael E. Kim, Brian D. Boyd, Lisa L. Barnes, Walter A. Kukull, Lori L. Beason-Held, Susan M. Resnick, Timothy J. Hohman, Warren D. Taylor, Bennett A. Landman

ICLR 2026 Omni-Weather: A Unified Multimodal Model for Weather Radar Understanding and Generation Zhiwang Zhou, Yuandong Pu, Xuming He, Yidi Liu, Yixin Chen, Junchao Gong, Xiang Zhuang, Wanghan Xu, Qinglong Cao, Shixiang Tang, Yihao Liu, Wenlong Zhang, Lei Bai

ICLR 2026 PICABench: How Far Are We from Physical 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, Yihao Liu

MIDL 2025 Contrastive Patient-Level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction Thomas Li, Lianrui Zuo, Yihao Liu, Aravind Krishnan, Kim L. Sandler, Thomas A Lasko, Fabien Maldonado, Bennett Allan Landman

ICCV 2025 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, Yu Qiao

NeurIPS 2025 LOMIA: Label-Only Membership Inference Attacks Against Pre-Trained Large Vision-Language Models Yihao Liu, Xinqi Lyu, Dong Wang, Yanjie Li, Bin Xiao

NeurIPS 2025 Learning Differential Pyramid Representation for Tone Mapping Qirui Yang, Yinbo Li, Yihao Liu, Peng-Tao Jiang, Zhangfangpu, Cheng Qihua, Huanjing Yue, Jingyu Yang

MIDL 2025 Mesh-Prompted Anatomy Segmentation Dingjie Su, Yihao Liu, Lianrui Zuo, Benoit Dawant

ICCV 2025 PLA: Prompt Learning Attack Against Text-to-Image Generative Models Xinqi Lyu, Yihao Liu, Yanjie Li, Bin Xiao

NeurIPS 2025 StyleGuard: Preventing Text-to-Image-Model-Based Style Mimicry Attacks by Style Perturbations Yanjie Li, Wenxuan Zhang, Xinqi Lyu, Yihao Liu, Bin Xiao

ICLR 2025 WeatherGFM: Learning a Weather Generalist Foundation Model via In-Context Learning Xiangyu Zhao, Zhiwang Zhou, Zhangwenlong, Yihao Liu, Xiangyu Chen, Junchao Gong, Hao Chen, Ben Fei, Shiqi Chen, Wanli Ouyang, Xiao-Ming Wu, Lei Bai

ECCV 2024 A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen, Zheyuan Li, Yuandong Pu, Yihao Liu, Jiantao Zhou, Yu Qiao, Chao Dong

ECCV 2024 GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity Shuo Cao, Yihao Liu, Wenlong Zhang, Yu Qiao, Chao Dong

ICML 2024 Unifying Image Processing as Visual Prompting Question Answering Yihao Liu, Xiangyu Chen, Xianzheng Ma, Xintao Wang, Jiantao Zhou, Yu Qiao, Chao Dong

WACV 2023 Cross-Identity Video Motion Retargeting with Joint Transformation and Synthesis Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue

CVPR 2023 DegAE: A New Pretraining Paradigm for Low-Level Vision Yihao Liu, Jingwen He, Jinjin Gu, Xiangtao Kong, Yu Qiao, Chao Dong

CVPR 2023 Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen, Jinjin Gu, Yihao Liu, Salma Abdel Magid, Chao Dong, Qiong Wang, Hanspeter Pfister, Lei Zhu

CVPR 2023 Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects Wenteng Liang, Feng Xue, Yihao Liu, Guofeng Zhong, Anlong Ming

CVPRW 2022 A Closer Look at Blind Super-Resolution: Degradation Models, Baselines, and Performance Upper Bounds Wenlong Zhang, Guangyuan Shi, Yihao Liu, Chao Dong, Xiao-Ming Wu

CVPRW 2021 HDRUNet: Single Image HDR Reconstruction with Denoising and Dequantization Xiangyu Chen, Yihao Liu, Zhengwen Zhang, Yu Qiao, Chao Dong

ICCV 2021 Learn to Match: Automatic Matching Network Design for Visual Tracking Zhipeng Zhang, Yihao Liu, Xiao Wang, Bing Li, Weiming Hu

ECCVW 2020 AIM 2020 Challenge on Video Temporal Super-Resolution Sanghyun Son, Jaerin Lee, Seungjun Nah, Radu Timofte, Kyoung Mu Lee, Yihao Liu, Liangbin Xie, Siyao Li, Wenxiu Sun, Yu Qiao, Chao Dong, Woonsung Park, Wonyong Seo, Munchurl Kim, Wenhao Zhang, Pablo Navarrete Michelini, Kazutoshi Akita, Norimichi Ukita

ECCV 2020 Conditional Sequential Modulation for Efficient Global Image Retouching Jingwen He, Yihao Liu, Yu Qiao, Chao Dong

ECCVW 2020 Enhanced Quadratic Video Interpolation Yihao Liu, Liangbin Xie, Siyao Li, Wenxiu Sun, Yu Qiao, Chao Dong

AAAI 2020 FD-GAN: Generative Adversarial Networks with Fusion-Discriminator for Single Image Dehazing Yu Dong, Yihao Liu, He Zhang, Shifeng Chen, Yu Qiao

ECCVW 2020 Residual and Dense UNet for Under-Display Camera Restoration Qirui Yang, Yihao Liu, Jigang Tang, Tao Ku

ECCVW 2020 UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results Yuqian Zhou, Michael Kwan, Kyle Tolentino, Neil Emerton, Sehoon Lim, Timothy A. Large, Lijiang Fu, Zhihong Pan, Baopu Li, Qirui Yang, Yihao Liu, Jigang Tang, Tao Ku, Shibin Ma, Bingnan Hu, Jiarong Wang, Densen Puthussery, P. S Hrishikesh, Melvin Kuriakose, C. V. Jiji, Varun Sundar, Sumanth Hegde, Divya Kothandaraman, Kaushik Mitra, Akashdeep Jassal, Nisarg A. Shah, Sabari Nathan, Nagat Abdalla Esiad Rahel, Dafan Chen, Shichao Nie, Shuting Yin, Chengconghui Ma, Haoran Wang, Tongtong Zhao, Shanshan Zhao, Joshua Rego, Huaijin G. Chen, Shuai Li, Zhenhua Hu, Kin Wai Lau, Lai-Man Po, Dahai Yu, Yasar Abbas Ur Rehman, Yiqun Li, Lianping Xing

ICCV 2019 RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution Wenlong Zhang, Yihao Liu, Chao Dong, Yu Qiao

ECCVW 2018 ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang, Ke Yu, Shixiang Wu, Jinjin Gu, Yihao Liu, Chao Dong, Yu Qiao, Chen Change Loy