Yong Xia
31 papers · 2015–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Academic Marathon (10) π Conference Polyglot (7) πΊοΈ Taxonomy Completionist (46)
πΊοΈ
Taxonomy Completionist
(46)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
π§¬
Topic Evolution
π₯
Mega-Team
(53)
π
Conference Pioneer
π
Century Club
(31)
π₯
Unstoppable
(7)
ποΈ
Keyword Collector
(84)
β
The Questioner
(2)
β‘
Prolific Year
(12)
Conferences
MICCAI (14)
CVPR (8)
AAAI (3)
NIPS (3)
ECCV (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
medical imaging
(4)
medical image segmentation
(4)
image segmentation
(3)
continual learning
(2)
computed tomography
(2)
domain adaptation
(2)
test-time adaptation
(2)
zero-shot learning
(2)
medical image classification
(2)
domain shift
(2)
self-supervised learning
(2)
medical image analysis
(2)
domain generalization
(1)
neural network security
(1)
catastrophic forgetting
(1)
feature learning
(1)
semi-supervised learning
(1)
representation learning
(1)
benchmark evaluation
(1)
prototype learning
(1)
Papers
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering
MICCAI 2025
Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation
AAAI 2025
Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination
ICML 2025
CAUDA-MI: Cross Attention-Guided Unsupervised Domain Adaptation with Mutual Information for Cardiac MRI Segmentation
MICCAI 2025
Cycle Context Verification for In-Context Medical Image Segmentation
MICCAI 2025
Enjoying Information Dividend: Gaze Track-based Medical Weakly Supervised Segmentation
MICCAI 2025
Exploring Text-enhanced Mixture-of-Experts for Semi-supervised Medical Image Segmentation with Composite Data
MICCAI 2025
Hybrid Graph Mamba: Unlocking Non-Euclidean Potential for Accurate Polyp Segmentation
MICCAI 2025
Personalized Federated Side-Tuning for Medical Image Classification
MICCAI 2025
RadioFormer: Integrating Radiologist Inductive Bias for Tumor Classification on Multi-Sequence MR Images
MICCAI 2025
SMF-Net: Unlocking Multimodal Insights for Enhanced Stroke Lesion Segmentation
MICCAI 2025
Structure-Preserve Expansion for Medical Image Registration with Minimal Overlap
MICCAI 2025
PairAug: What Can Augmented Image-Text Pairs Do for Radiology?
CVPR 2024
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning
CVPR 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NIPS 2024
Block Sparse Bayesian Learning: A Diversified Scheme
NIPS 2024
Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding
AAAI 2024
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation
AAAI 2024
Spot the Difference: Difference Visual Question Answering with Residual Alignment
MICCAI 2024
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts
CVPR 2024
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation
CVPR 2024
Enhancing Federated Learning Performance Fairness via Collaboration Graph-based Reinforcement Learning
MICCAI 2024
FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation
MICCAI 2024
Reciprocal Collaboration for Semi-supervised Medical Image Classification
MICCAI 2024
PEFAT: Boosting Semi-Supervised Medical Image Classification via Pseudo-Loss Estimation and Feature Adversarial Training
CVPR 2023
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier
ECCV 2022
FIBA: Frequency-Injection Based Backdoor Attack in Medical Image Analysis
CVPR 2022
DoDNet: Learning To Segment Multi-Organ and Tumors From Multiple Partially Labeled Datasets
CVPR 2021
Auto Learning Attention
NIPS 2020
Light-Weight Hybrid Convolutional Network for Liver Tumor Segmentation
IJCAI 2019
Robust Saliency Detection via Regularized Random Walks Ranking
CVPR 2015