Xiahai Zhuang
10 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π Renaissance Researcher (5) π Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(2)
Machine Learning
(2)
Analysis
(2)
Learning Types Β· Machine Learning
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Clinical
(1)
Cognitive Science
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Keywords
weakly supervised learning
(1)
emotion recognition
(1)
medical image segmentation
(1)
continual reinforcement learning
(1)
landmark detection
(1)
cycle consistency
(1)
mixup augmentation
(1)
incomplete data
(1)
scribble supervision
(1)
consistency loss
(1)
facial analysis
(1)
neural network
(1)
network complexity
(1)
concept-regularized coding
(1)
Papers
Automated Characterization of Myocardial Scar Topological Patterns for Ventricular Tachycardia Screening
MICCAI 2025
BayeSMM: Robust Deep Combined Computing Tackling Heavy-tailed Distribution in Medical Images
MICCAI 2025
Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification
MICCAI 2025
Multi-modal MRI Translation via Evidential Regression and Distribution Calibration
MICCAI 2025
Uncertainty-Supervised Interpretable and Robust Evidential Segmentation
MICCAI 2025
A Brain-Inspired Way of Reducing the Network Complexity via Concept-Regularized Coding for Emotion Recognition
AAAI 2024
Context-guided Continual Reinforcement Learning for Landmark Detection with Incomplete Data
MICCAI 2024
Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease Diagnosis
MICCAI 2024
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning
MICCAI 2024
CycleMix: A Holistic Strategy for Medical Image Segmentation From Scribble Supervision
CVPR 2022