Publications
* denotes corresponding author; † denotes project leader.
arXiv 2026LPM: Industrial-Scale Generative Video Restoration, LPM Team, Kuaishou TechnologyarXiv 2026KAT-Coder-V2.5 Technical Report, KAT Team, Kuaishou TechnologyarXiv 2026No Time Like the Present: Agentic Test-Time Training for LLM Agents, Yanbo Wang, Jinhua Hao*, Yuze Shi, Kun Yuan, Ming SunarXiv 2026MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?, Xinyu Che, Junqi Xiong, Yunfei Ge, Xinping Lei, Shihao Li, Hang Yan, Han Li, Yuanxing Zhang, Zhiqi Bai, Jinhua Hao, Ming Sun, Han Li, Jiaheng LiuarXiv 2026WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models, Xinping Lei, Xinyu Che, Junqi Xiong, Chenchen Zhang, Yukai Huang, Chenyu Zhou, Haoyang Huang, Minghao Liu, Letian Zhu, Hongyi Ye, Jinhua Hao, et al. CodearXiv 2026KAT-Coder-V2 Technical Report, KAT Team, Kuaishou TechnologyICML 2026Coloring the Noise: Adversarial Sobolev Alignment for Faithful Image Super Resolution, Hongbo Wang, Huaibo Huang, Pin Wang, Jinhua Hao†, Chao Zhou, Ran He CodeECCV 2026Tuning Real-World Image Restoration at Inference: A Test-Time Scaling Paradigm for Flow Matching Models, Purui Bai, Junxian Duan, Pin Wang, Jinhua Hao†, Ming Sun, Chao Zhou, Huaibo HuangCVPR 2026ShiftLUT: Spatial Shift Enhanced Look-Up Tables for Efficient Image Restoration, Xiaolong Zeng, Yitong Yu, Shiyao Xiong, Jinhua Hao, Ming Sun, Chao Zhou, Bin Wang CodeCVPR 2026 HighlightInstantViR: Real-Time Video Inverse Problem Solver with Distilled Diffusion Prior, Weimin Bai, Suzhe Xu, Yiwei Ren, Jinhua Hao, Ming Sun, Wenzheng Chen, He Sun ProjectICML 2025Visual Autoregressive Modeling for Image Super-Resolution, Yunpeng Qu, Kun Yuan, Jinhua Hao, Kai Zhao, Qizhi Xie, Ming Sun, Chao Zhou Code PostAAAI 2025Plug-and-Play Tri-Branch Invertible Block for Image Rescaling, Jingwei Bao, Jinhua Hao*†, Pengcheng Xu, Ming Sun, Chao Zhou, Shuyuan Zhu Code PostECCV 2024OAPT: Offset-Aware Partition Transformer for Double JPEG Artifacts Removal, Qiao Mo, Yukang Ding, Jinhua Hao*†, Qiang Zhu, Ming Sun, Chao Zhou, Feiyu Chen, Shuyuan Zhu CodeCVPR 2024CPGA: Coding Priors-Guided Aggregation Network for Compressed Video Quality Enhancement, Qiang Zhu, Jinhua Hao†, Yukang Ding, Yu Liu, Qiao Mo, Ming Sun, Chao Zhou, Shuyuan Zhu Code PostECCV 2024XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution, Yunpeng Qu, Kun Yuan, Kai Zhao, Qizhi Xie, Jinhua Hao, Ming Sun, Chao Zhou Code PostCVPR 2024PTM-VQA: Efficient Video Quality Assessment Leveraging Diverse PreTrained Models from the Wild, Kun Yuan, Hongbo Liu, Mading Li, Muyi Sun, Ming Sun, Jiachao Gong, Jinhua Hao, Chao Zhou, Yansong TangarXiv 2024CasSR: Activating Image Power for Real-World Image Super-Resolution, Haolan Chen, Jinhua Hao†, Kai Zhao, Kun Yuan, Ming Sun, Chao Zhou, Wei HuJ. Fluid Mech.Effects of magnetic–vortical interactions on magnetic splitting, Linlin Kang, Yanru Wang, Zhongzheng Jiang, Jinhua Hao, Shiying Xiong, Dixia Fan, Weicheng CuiJ. Fluid Mech.Magnetic knot cascade via the stepwise reconnection of helical flux tubes, Jinhua Hao, Yue Yang PKU NewsJ. Fluid Mech.Tracking vortex surfaces frozen in the virtual velocity in non-ideal flows, Jinhua Hao, Shiying Xiong, Yue Yang PKU News