Hu, Ming

24 publications

CVPR 2025 Beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation Ming Hu, Jianfu Yin, Zhuangzhuang Ma, Jianheng Ma, Feiyu Zhu, Bingbing Wu, Ya Wen, Meng Wu, Cong Hu, Bingliang Hu, Quan Wang

IJCAI 2025 DONIS: Importance Sampling for Training Physics-Informed DeepONet Shudong Huang, Rui Huang, Ming Hu, Wentao Feng, Jiancheng Lv

NeurIPS 2025 Decoding Causal Structure: End-to-End Mediation Pathways Inference Yulong Li, Xiwei Liu, Feilong Tang, Ming Hu, Jionglong Su, Zongyuan Ge, Imran Razzak, Eran Segal

ICCV 2025 Derm1M: A Million-Scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology Siyuan Yan, Ming Hu, Yiwen Jiang, Xieji Li, Hao Fei, Philipp Tschandl, Harald Kittler, Zongyuan Ge

WACV 2025 Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images Jun Chen, Faizan Farooq Khan, Ming Hu, Ammar Sherif, Zongyuan Ge, Boyang Li, Mohamed Elhoseiny

AAAI 2025 MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen

AAAI 2025 Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-Supervised Segmentation Feilong Tang, Zhongxing Xu, Ming Hu, Wenxue Li, Peng Xia, Yiheng Zhong, Hanjun Wu, Jionglong Su, Zongyuan Ge

ICML 2025 One Arrow, Two Hawks: Sharpness-Aware Minimization for Federated Learning via Global Model Trajectory Yuhang Li, Tong Liu, Yangguang Cui, Ming Hu, Xiaoqiang Li

ICCV 2025 OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining Ming Hu, Kun Yuan, Yaling Shen, Feilong Tang, Xiaohao Xu, Lin Zhou, Wei Li, Ying Chen, Zhongxing Xu, Zelin Peng, Siyuan Yan, Vinkle Srivastav, Diping Song, Tianbin Li, Danli Shi, Jin Ye, Nicolas Padoy, Nassir Navab, Junjun He, Zongyuan Ge

NeurIPS 2025 Reliable Lifelong Multimodal Editing: Conflict-Aware Retrieval Meets Multi-Level Guidance Qiang Zhang, Fanrui Zhang, Jiawei Liu, Ming Hu, Junjun He, Zheng-Jun Zha

NeurIPS 2025 Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset Jiahao Wu, Ming Hu, Yanxin Yang, Xiaofei Xie, ZeKai Chen, Chenyu Song, Mingsong Chen

CVPR 2025 Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding Feilong Tang, Chengzhi Liu, Zhongxing Xu, Ming Hu, Zile Huang, Haochen Xue, Ziyang Chen, Zelin Peng, Zhiwei Yang, Sijin Zhou, Wenxue Li, Yulong Li, Wenxuan Song, Shiyan Su, Wei Feng, Jionglong Su, Mingquan Lin, Yifan Peng, Xuelian Cheng, Imran Razzak, Zongyuan Ge

CVPR 2025 SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding Ying Chen, Guoan Wang, Yuanfeng Ji, Yanjun Li, Jin Ye, Tianbin Li, Ming Hu, Rongshan Yu, Yu Qiao, Junjun He

CVPR 2025 Star with Bilinear Mapping Zelin Peng, Yu Huang, Zhengqin Xu, Feilong Tang, Ming Hu, Xiaokang Yang, Wei Shen

NeurIPS 2025 Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery Ming Hu, Zhengdi Yu, Feilong Tang, Kaiwen Chen, Yulong Li, Imran Razzak, Junjun He, Tolga Birdal, Kaijing Zhou, Zongyuan Ge

AAAI 2025 Towards Realistic Semi-Supervised Medical Image Classification Wenxue Li, Lie Ju, Feilong Tang, Peng Xia, Xinyu Xiong, Ming Hu, Lei Zhu, Zongyuan Ge

CVPR 2025 Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection Wenqiao Li, Yao Gu, Xintao Chen, Xiaohao Xu, Ming Hu, Xiaonan Huang, Yingna Wu

NeurIPS 2025 UniViT: Unifying Image and Video Understanding in One Vision Encoder Feilong Tang, Xiang An, Haolin Yang, Yin Xie, Kaicheng Yang, Ming Hu, Zheng Cheng, Xingyu Zhou, Zimin Ran, Imran Razzak, Ziyong Feng, Behzad Bozorgtabar, Jiankang Deng, Zongyuan Ge

AAAI 2024 FedMut: Generalized Federated Learning via Stochastic Mutation Ming Hu, Yue Cao, Anran Li, Zhiming Li, Chengwei Liu, Tianlin Li, Mingsong Chen, Yang Liu

ECCV 2024 OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding Ming Hu, Peng Xia, Lin Wang, Siyuan Yan, Feilong Tang, Zhongxing Xu, Yimin Luo, Kaimin Song, Jurgen Leitner, Xuelian Cheng, Jun Cheng, Chi Liu, Kaijing Zhou, Zongyuan Ge

AAAI 2024 Personalization as a Shortcut for Few-Shot Backdoor Attack Against Text-to-Image Diffusion Models Yihao Huang, Felix Juefei-Xu, Qing Guo, Jie Zhang, Yutong Wu, Ming Hu, Tianlin Li, Geguang Pu, Yang Liu

NeurIPS 2024 SampDetox: Black-Box Backdoor Defense via Perturbation-Based Sample Detoxification Yanxin Yang, Chentao Jia, DengKe Yan, Ming Hu, Tianlin Li, Xiaofei Xie, Xian Wei, Mingsong Chen

CVPR 2023 MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding Jun Chen, Ming Hu, Darren J. Coker, Michael L. Berumen, Blair Costelloe, Sara Beery, Anna Rohrbach, Mohamed Elhoseiny

NeurIPS 2023 NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge