Xuan Xu
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Deep Learning
(3)
Architectures
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Keywords
medical imaging
(2)
contrastive learning
(1)
adversarial learning
(1)
vision transformer
(1)
temporal modeling
(1)
image generation
(1)
self-supervised learning
(1)
multimodal learning
(1)
clinical outcome prediction
(1)
reconstruction error
(1)
disease progression
(1)
diffusion model
(1)
hallucination mitigation
(1)
ai-generated image detection
(1)
retrieval-augmented generation
(1)
frequency analysis
(1)
missing modality
(1)
spatial transcriptomics
(1)
black-box model
(1)
semantic importance
(1)
Papers
PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology
WACV 2026
FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error
CVPR 2025
Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models
EMNLP 2025
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation
ICCV 2023
Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations
CVPR 2022