Xuan Xu
5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
EMNLP (1)
ICCV (1)
WACV (1)
Top co-authors
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