Fu, Huazhu

41 publications

CVPR 2025 A Simple Data Augmentation for Feature Distribution Skewed Federated Learning Yunlu Yan, Huazhu Fu, Yuexiang Li, Jinheng Xie, Jun Ma, Guang Yang, Lei Zhu

AAAI 2025 AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation Haojin Li, Heng Li, Jianyu Chen, Rihan Zhong, Ke Niu, Huazhu Fu, Jiang Liu

NeurIPS 2025 Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling Bryan Wong, Jongwoo Kim, Huazhu Fu, Mun Yong Yi

ICCV 2025 GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-Ray Diagnosis Bo Liu, Ke Zou, Li-Ming Zhan, Zexin Lu, Xiaoyu Dong, Yidi Chen, Chengqiang Xie, Jiannong Cao, Xiao-Ming Wu, Huazhu Fu

AAAI 2025 Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning Danni Peng, Yuan Wang, Huazhu Fu, Jinpeng Jiang, Yong Liu, Rick Siow Mong Goh, Qingsong Wei

CVPR 2025 MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification Jianwei Zhao, Xin Li, Fan Yang, Qiang Zhai, Ao Luo, Yang Zhao, Hong Cheng, Huazhu Fu

ICCV 2025 Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior Young Seok Jeon, Hongfei Yang, Huazhu Fu, Mengling Feng

CVPR 2025 Vision-Language Model IP Protection via Prompt-Based Learning Lianyu Wang, Meng Wang, Huazhu Fu, Daoqiang Zhang

CVPR 2024 An Aggregation-Free Federated Learning for Tackling Data Heterogeneity Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh

AAAI 2024 MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer Junde Wu, Wei Ji, Huazhu Fu, Min Xu, Yueming Jin, Yanwu Xu

NeurIPS 2024 Out-of-Distribution Detection with Diversification (Provably) Haiyun Yao, Zongbo Han, Huazhu Fu, Xi Peng, Qinghua Hu, Changqing Zhang

NeurIPS 2024 Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise Zhenning Shi, Haoshuai Zheng, Chen Xu, Changsheng Dong, Bin Pan, Xueshuo Xie, Along He, Tao Li, Huazhu Fu

CVPR 2024 ViLa-MIL: Dual-Scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Jiangbo Shi, Chen Li, Tieliang Gong, Yefeng Zheng, Huazhu Fu

ICML 2023 Calibrating Multimodal Learning Huan Ma, Qingyang Zhang, Changqing Zhang, Bingzhe Wu, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu

NeurIPS 2023 Fairness-Guided Few-Shot Prompting for Large Language Models Huan Ma, Changqing Zhang, Yatao Bian, Lemao Liu, Zhirui Zhang, Peilin Zhao, Shu Zhang, Huazhu Fu, Qinghua Hu, Bingzhe Wu

CVPR 2023 Learning Federated Visual Prompt in Null Space for MRI Reconstruction Chun-Mei Feng, Bangjun Li, Xinxing Xu, Yong Liu, Huazhu Fu, Wangmeng Zuo

CVPR 2023 Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection Lianyu Wang, Meng Wang, Daoqiang Zhang, Huazhu Fu

ICML 2023 Provable Dynamic Fusion for Low-Quality Multimodal Data Qingyang Zhang, Haitao Wu, Changqing Zhang, Qinghua Hu, Huazhu Fu, Joey Tianyi Zhou, Xi Peng

ICCV 2023 Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation Yijun Yang, Angelica I. Aviles-Rivero, Huazhu Fu, Ye Liu, Weiming Wang, Lei Zhu

ICML 2023 dugMatting: Decomposed-Uncertainty-Guided Matting Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou

CVPR 2022 Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object Detection Ruijun Gao, Qing Guo, Felix Juefei-Xu, Hongkai Yu, Huazhu Fu, Wei Feng, Yang Liu, Song Wang

CVPR 2022 FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction Liang Gao, Huazhu Fu, Li Li, Yingwen Chen, Ming Xu, Cheng-Zhong Xu

CVPR 2022 RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li

ECCV 2022 Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior Shuai Wang, Lei Zhu, Huazhu Fu, Jing Qin, Carola-Bibiane Schönlieb, Wei Feng, Song Wang

CVPR 2022 Trustworthy Long-Tailed Classification Bolian Li, Zongbo Han, Haining Li, Huazhu Fu, Changqing Zhang

CVPR 2021 Group Collaborative Learning for Co-Salient Object Detection Qi Fan, Deng-Ping Fan, Huazhu Fu, Chi-Keung Tang, Ling Shao, Yu-Wing Tai

ICCV 2021 Specificity-Preserving RGB-D Saliency Detection Tao Zhou, Huazhu Fu, Geng Chen, Yi Zhou, Deng-Ping Fan, Ling Shao

CVPR 2021 Triple-Cooperative Video Shadow Detection Zhihao Chen, Liang Wan, Lei Zhu, Jia Shen, Huazhu Fu, Wennan Liu, Jing Qin

ICLR 2021 Trusted Multi-View Classification Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou

NeurIPS 2021 Trustworthy Multimodal Regression with Mixture of Normal-Inverse Gamma Distributions Huan Ma, Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu

ICCV 2021 VIL-100: A New Dataset and a Baseline Model for Video Instance Lane Detection Yujun Zhang, Lei Zhu, Wei Feng, Huazhu Fu, Mingqian Wang, Qingxia Li, Cheng Li, Song Wang

ICCV 2021 VideoLT: Large-Scale Long-Tailed Video Recognition Xing Zhang, Zuxuan Wu, Zejia Weng, Huazhu Fu, Jingjing Chen, Yu-Gang Jiang, Larry S. Davis

ICCV 2021 Visual-Textual Attentive Semantic Consistency for Medical Report Generation Yi Zhou, Lei Huang, Tao Zhou, Huazhu Fu, Ling Shao

NeurIPS 2019 CPM-Nets: Cross Partial Multi-View Networks Changqing Zhang, Zongbo Han, Yajie Cui, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu

IJCAI 2018 3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces Liang Yang, Yuanfang Guo, Di Jin, Huazhu Fu, Xiaochun Cao

AAAI 2017 Image Cosegmentation via Saliency-Guided Constrained Clustering with Cosine Similarity Zhiqiang Tao, Hongfu Liu, Huazhu Fu, Yun Fu

CVPR 2017 Latent Multi-View Subspace Clustering Changqing Zhang, Qinghua Hu, Huazhu Fu, Pengfei Zhu, Xiaochun Cao

CVPR 2015 Diversity-Induced Multi-View Subspace Clustering Xiaochun Cao, Changqing Zhang, Huazhu Fu, Si Liu, Hua Zhang

ICCV 2015 Low-Rank Tensor Constrained Multiview Subspace Clustering Changqing Zhang, Huazhu Fu, Si Liu, Guangcan Liu, Xiaochun Cao

CVPR 2015 Object-Based RGBD Image Co-Segmentation with Mutex Constraint Huazhu Fu, Dong Xu, Stephen Lin, Jiang Liu

CVPR 2014 Object-Based Multiple Foreground Video Co-Segmentation Huazhu Fu, Dong Xu, Bao Zhang, Stephen Lin