PPaperPicks

Huazhu Fu

39 papers at tracked venues · 14 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-9702-5524 ↗Homepage ↗

Venues

MICCAI ×23CVPR ×5AAAI ×3NeurIPS ×3ICCV ×2ACM MM ×1ECAI ×1EMNLP ×1

Frequent coauthors

Ke Zou
×8
Yong Liu
×7
Rick Siow Mong Goh
×6
Along He
×4
Yuan Wang
×4
Qingsong Wei
×4
Yitian Zhao
×4
Liangli Zhen
×3
Renuga Kanagavelu
×3
Yanyu Xu
×3
Yanda Meng
×3
Meng Wang
×3

Papers

  1. A Simple Data Augmentation for Feature Distribution Skewed Federated Learning
    CVPR 2025 ·
    Yunlu Yan
    , Huazhu Fu,
    Yuexiang Li
    ,
    Jinheng Xie
    ,
    Jun Ma
    ,
    Guang Yang
    ,
    Lei Zhu
  2. AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation
    AAAI 2025 ·
    Haojin Li
    ,
    Heng Li
    ,
    Jianyu Chen
    ,
    Rihan Zhong
    ,
    Ke Niu
    , Huazhu Fu,
    Jiang Liu
  3. Cycle Context Verification for In-Context Medical Image Segmentation
    MICCAI 2025 ·
    Shishuai Hu
    ,
    Zehui Liao
    ,
    Liangli Zhen
    , Huazhu Fu,
    Yong Xia
  4. Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling
    NeurIPS 2025 ·
    Bryan Wong
    ,
    Jongwoo Kim
    , Huazhu Fu,
    Mun Yong Yi
  5. GEMeX-RMCoT: An Enhanced Med-VQA Dataset for Region-Aware Multimodal Chain-of-Thought Reasoning
    ACM MM 2025 ·
    Bo Liu
    ,
    Xiangyu Zhao
    ,
    Along He
    ,
    Yidi Chen
    , Huazhu Fu,
    Xiao-Ming Wu
  6. GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-Ray Diagnosis
    ICCV 2025 ·
    Bo Liu
    ,
    Ke Zou
    ,
    Li-Ming Zhan
    ,
    Zexin Lu
    ,
    Xiaoyu Dong
    ,
    Yidi Chen
    ,
    Chengqiang Xie
    ,
    Jiannong Cao
    ,
    Xiao-Ming Wu
    , Huazhu Fu
  7. History-Aware and Dynamic Client Contribution in Federated Learning
    ECAI 2025 ·
    Bishwamittra Ghosh
    ,
    Debabrota Basu
    , Huazhu Fu,
    Yuan Wang
    ,
    Renuga Kanagavelu
    ,
    Jinpeng Jiang
    ,
    Yong Liu
    ,
    Rick Siow Mong Goh
    ,
    Qingsong Wei
  8. Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning
    AAAI 2025 ·
    Danni Peng
    ,
    Yuan Wang
    , Huazhu Fu,
    Jinpeng Jiang
    ,
    Yong Liu
    ,
    Rick Siow Mong Goh
    ,
    Qingsong Wei
  9. MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification
    CVPR 2025 ·
    Jianwei Zhao
    ,
    Xin Li
    ,
    Fan Yang
    ,
    Qiang Zhai
    ,
    Ao Luo
    ,
    Yang Zhao
    ,
    Hong Cheng
    , Huazhu Fu
  10. MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images
    MICCAI 2025 ·
    Jongwoo Kim
    ,
    Bryan Wong
    , Huazhu Fu,
    Willmer Rafell Quiñones Robles
    ,
    Young Sin Ko
    ,
    Mun Yong Yi
  11. No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-K Patch Sampling
    MICCAI 2025 ·
    Young Seok Jeon
    ,
    Hongfei Yang
    , Huazhu Fu,
    Yeshe M. Kway
    ,
    Mengling Feng
  12. Parameterized Diffusion Optimization Enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading
    MICCAI 2025 ·
    Qinkai Yu
    ,
    Wei Zhou
    ,
    Hantao Liu
    ,
    Yanyu Xu
    ,
    Meng Wang
    ,
    Yitian Zhao
    , Huazhu Fu,
    Xujiong Ye
    ,
    Yalin Zheng
    ,
    Yanda Meng
  13. RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis
    MICCAI 2025 ·
    Yuqing Li
    ,
    Qingshan Hou
    ,
    Peng Cao
    ,
    Jianguo Ju
    ,
    Tianqi Wang
    ,
    Meng Wang
    ,
    Ke Zou
    ,
    Yih Chung Tham
    , Huazhu Fu,
    Osmar R. Zaïane
  14. RetBench: Which Ophthalmic Foundation Model Performs Best and Why?
    MICCAI 2025 ·
    Ke Zou
    ,
    Jocelyn Hui Lin Goh
    ,
    Yukun Zhou
    ,
    Samantha Min Er Yew
    ,
    Meng Wang
    , Huazhu Fu,
    Ching-Yu Cheng
    ,
    Yih Chung Tham
  15. SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis
    MICCAI 2025 ·
    Shaobin Chen
    ,
    Xinyu Zhao
    , Huazhu Fu,
    Tao Tan
    ,
    Jiaju Huang
    ,
    Xiangyu Xiong
    ,
    Zhenquan Wu
    ,
    Behdad Dashtbozorg
    ,
    Baiying Lei
    ,
    Guoming Zhang
    ,
    Yue Sun
  16. Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior
    ICCV 2025 ·
    Young Seok Jeon
    ,
    Hongfei Yang
    , Huazhu Fu,
    Mengling Feng
  17. Text-Driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation
    MICCAI 2025 ·
    Kaiwen Huang
    ,
    Yi Zhou
    , Huazhu Fu,
    Yizhe Zhang
    ,
    Chen Gong
    ,
    Tao Zhou
  18. Uncertainty-Aware Multimodal Fusion for Reliable Fundus Disease Classification Using a Vision-Language Foundation Model
    MICCAI 2025 ·
    Meng Wang
    ,
    Tian Lin
    ,
    Aidi Lin
    ,
    Ke Zou
    ,
    Ting Xu
    ,
    Yanda Meng
    ,
    Dianbo Liu
    ,
    Yih Chung Tham
    ,
    Haoyu Chen
    , Huazhu Fu
  19. Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
    MICCAI 2025 ·
    Zehui Liao
    ,
    Shishuai Hu
    ,
    Ke Zou
    , Huazhu Fu,
    Liangli Zhen
    ,
    Yong Xia
  20. Vision-Language Model IP Protection via Prompt-based Learning
    CVPR 2025 ·
    Lianyu Wang
    ,
    Meng Wang
    , Huazhu Fu,
    Daoqiang Zhang
  21. An Aggregation-Free Federated Learning for Tackling Data Heterogeneity
    CVPR 2024 ·
    Yuan Wang
    , Huazhu Fu,
    Renuga Kanagavelu
    ,
    Qingsong Wei
    ,
    Yong Liu
    ,
    Rick Siow Mong Goh
  22. CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting
    MICCAI 2024 ·
    Qinkai Yu
    ,
    Jianyang Xie
    ,
    Anh Nguyen
    ,
    He Zhao
    ,
    Jiong Zhang
    , Huazhu Fu,
    Yitian Zhao
    ,
    Yalin Zheng
    ,
    Yanda Meng
  23. DB-SAM: Delving into High Quality Universal Medical Image Segmentation
    MICCAI 2024 ·
    Chao Qin
    ,
    Jiale Cao
    , Huazhu Fu,
    Fahad Shahbaz Khan
    ,
    Rao Muhammad Anwer
  24. Data Heterogeneity-Aware Personalized Federated Learning for Diagnosis
    MICCAI 2024 ·
    Huiyan Lin
    ,
    Heng Li
    ,
    Haojin Li
    ,
    Xiangyang Yu
    ,
    Kuai Yu
    ,
    Chenhao Liang
    , Huazhu Fu,
    Jiang Liu
  25. Enhancing Large Foundation Models to Identify Fundus Diseases Based on Contrastive Enhanced Low-Rank Adaptation Prompt
    MICCAI 2024 ·
    Meng Wang
    ,
    Tian Lin
    ,
    Ting Xu
    ,
    Ke Zou
    ,
    Haoyu Chen
    , Huazhu Fu,
    Ching-Yu Cheng
  26. FRCNet: Frequency and Region Consistency for Semi-supervised Medical Image Segmentation
    MICCAI 2024 ·
    Along He
    ,
    Tao Li
    ,
    Yanlin Wu
    ,
    Ke Zou
    , Huazhu Fu
  27. MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise
    MICCAI 2024 ·
    Ruiqi Wu
    ,
    Chenran Zhang
    ,
    Jianle Zhang
    ,
    Yi Zhou
    ,
    Tao Zhou
    , Huazhu Fu
  28. MPMNet: Modal Prior Mutual-Support Network for Age-Related Macular Degeneration Classification
    MICCAI 2024 ·
    Yuanyuan Li
    ,
    Huaying Hao
    ,
    Dan Zhang
    , Huazhu Fu,
    Mengting Liu
    ,
    Caifeng Shan
    ,
    Yitian Zhao
    ,
    Jiong Zhang
  29. MedMLP: An Efficient MLP-Like Network for Zero-Shot Retinal Image Classification
    MICCAI 2024 ·
    Menghan Zhou
    ,
    Yanyu Xu
    ,
    Zhi Da Soh
    , Huazhu Fu,
    Rick Siow Mong Goh
    ,
    Ching-Yu Cheng
    ,
    Yong Liu
    ,
    Liangli Zhen
  30. MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer
    AAAI 2024 ·
    Junde Wu
    ,
    Wei Ji
    , Huazhu Fu,
    Min Xu
    ,
    Yueming Jin
    ,
    Yanwu Xu
  31. MedSynth: Leveraging Generative Model for Healthcare Data Sharing
    MICCAI 2024 ·
    Renuga Kanagavelu
    ,
    Madhav Walia
    ,
    Yuan Wang
    , Huazhu Fu,
    Qingsong Wei
    ,
    Yong Liu
    ,
    Rick Siow Mong Goh
  32. Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models
    MICCAI 2024 ·
    Kun Huang
    ,
    Xiao Ma
    ,
    Yuhan Zhang
    ,
    Na Su
    ,
    Songtao Yuan
    ,
    Yong Liu
    ,
    Qiang Chen
    , Huazhu Fu
  33. Multi-Scale Region-Aware Implicit Neural Network for Medical Images Matting
    MICCAI 2024 ·
    Yanyu Xu
    ,
    Yingzhi Xia
    , Huazhu Fu,
    Rick Siow Mong Goh
    ,
    Yong Liu
    ,
    Xinxing Xu
  34. Open-Set Semi-supervised Medical Image Classification with Learnable Prototypes and Outlier Filter
    MICCAI 2024 ·
    Along He
    ,
    Tao Li
    ,
    Yitian Zhao
    ,
    Junyong Zhao
    , Huazhu Fu
  35. Out-Of-Distribution Detection with Diversification (Provably)
    NeurIPS 2024 ·
    Haiyun Yao
    ,
    Zongbo Han
    , Huazhu Fu,
    Xi Peng
    ,
    Qinghua Hu
    ,
    Changqing Zhang
  36. Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation
    MICCAI 2024 ·
    Hongye Zeng
    ,
    Ke Zou
    ,
    Zhihao Chen
    ,
    Rui Zheng
    , Huazhu Fu
  37. Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
    NeurIPS 2024 ·
    Zhenning Shi
    ,
    Haoshuai Zheng
    ,
    Chen Xu
    ,
    Changsheng Dong
    ,
    Bin Pan
    ,
    Xueshuo Xie
    ,
    Along He
    ,
    Tao Li
    , Huazhu Fu
  38. Self-Training Large Language and Vision Assistant for Medical Question Answering
    EMNLP 2024 ·
    Guohao Sun
    ,
    Can Qin
    , Huazhu Fu,
    Linwei Wang
    ,
    Zhiqiang Tao
  39. ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification
    CVPR 2024 ·
    Jiangbo Shi
    ,
    Chen Li
    ,
    Tieliang Gong
    ,
    Yefeng Zheng
    , Huazhu Fu