← Authors

Huazhu Fu

64 papers · 2014–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (100) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (14) πŸ† Grand Slam πŸ† Keyword Champion (3) 🌱 Topic Pioneer ❓ The Questioner ⚑ Prolific Year (8) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (237) πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (64)

Conferences

CVPR (20) MICCAI (19) ICCV (10) NIPS (5) AAAI (3) ICML (3) ECCV (1) EMNLP (1) ICLR (1) IJCAI (1)

Top co-authors

Changqing Zhang (14) Qinghua Hu (8) Yong Liu (7) LEI ZHU (6) Joey Tianyi Zhou (6) Ke Zou (5) Zongbo Han (5) Tao Zhou (5) Rick Siow Mong Goh (5) Xiaochun Cao (4)

Keywords

federated learning (6) medical imaging (4) latent representation (3) co-salient object detection (3) dimensionality reduction (3) domain adaptation (3) vision-language model (3) distributed learning (3) non-iid datum (3) multi-view clustering (3) uncertainty estimation (3) medical image segmentation (3) subspace clustering (3) semantic segmentation (3) model aggregation (2) class imbalance (2) representation learning (2) multi-view learning (2) transfer learning (2) video understanding (2)

Papers

Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior ICCV 2025
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering MICCAI 2025
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis ICCV 2025
Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning AAAI 2025
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025
Cycle Context Verification for In-Context Medical Image Segmentation MICCAI 2025
A Simple Data Augmentation for Feature Distribution Skewed Federated Learning CVPR 2025
MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025
Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation MICCAI 2025
SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis MICCAI 2025
Vision-Language Model IP Protection via Prompt-based Learning CVPR 2025
RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis MICCAI 2025
Parameterized Diffusion Optimization enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading MICCAI 2025
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-K Patch Sampling MICCAI 2025
MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images MICCAI 2025
MedSynth: Leveraging Generative Model for Healthcare Data Sharing MICCAI 2024
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting MICCAI 2024
DB-SAM: Delving into High Quality Universal Medical Image Segmentation MICCAI 2024
FRCNet: Frequency and Region Consistency for Semi-supervised Medical Image Segmentation MICCAI 2024
MedMLP: An Efficient MLP-like Network for Zero-shot Retinal Image Classification MICCAI 2024
MPMNet: Modal Prior Mutual-support Network for Age-related Macular Degeneration Classification MICCAI 2024
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models MICCAI 2024
MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise MICCAI 2024
Out-Of-Distribution Detection with Diversification (Provably) NIPS 2024
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity CVPR 2024
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024
Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation MICCAI 2024
Open-Set Semi-Supervised Medical Image Classification with Learnable Prototypes and Outlier Filter MICCAI 2024
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise NIPS 2024
MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer AAAI 2024
Multi-scale Region-aware Implicit Neural Network for Medical Images Matting MICCAI 2024
Fairness-guided Few-shot Prompting for Large Language Models NIPS 2023
Calibrating Multimodal Learning ICML 2023
dugMatting: Decomposed-Uncertainty-Guided Matting ICML 2023
Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation ICCV 2023
Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023
Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection CVPR 2023
Provable Dynamic Fusion for Low-Quality Multimodal Data ICML 2023
RSCFed: Random Sampling Consensus Federated Semi-Supervised Learning CVPR 2022
Trustworthy Long-Tailed Classification CVPR 2022
FedDC: Federated Learning With Non-IID Data via Local Drift Decoupling and Correction CVPR 2022
Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior ECCV 2022
Can You Spot the Chameleon? Adversarially Camouflaging Images From Co-Salient Object Detection CVPR 2022
Trusted Multi-View Classification ICLR 2021
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions NIPS 2021
Group Collaborative Learning for Co-Salient Object Detection CVPR 2021
Triple-Cooperative Video Shadow Detection CVPR 2021
Specificity-Preserving RGB-D Saliency Detection ICCV 2021
Visual-Textual Attentive Semantic Consistency for Medical Report Generation ICCV 2021
VIL-100: A New Dataset and a Baseline Model for Video Instance Lane Detection ICCV 2021
VideoLT: Large-Scale Long-Tailed Video Recognition ICCV 2021
Taking a Deeper Look at Co-Salient Object Detection CVPR 2020
Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation CVPR 2020
CPM-Nets: Cross Partial Multi-View Networks NIPS 2019
Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ICCV 2019
A Deep Step Pattern Representation for Multimodal Retinal Image Registration ICCV 2019
AE2-Nets: Autoencoder in Autoencoder Networks CVPR 2019
3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces IJCAI 2018
Latent Multi-View Subspace Clustering CVPR 2017
Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015
Object-Based RGBD Image Co-Segmentation With Mutex Constraint CVPR 2015
Diversity-Induced Multi-View Subspace Clustering CVPR 2015
Object-based Multiple Foreground Video Co-segmentation CVPR 2014