Xinwen Xu
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Core Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Processing
(1)
Resources & Methods
(1)
Keywords
representation learning
(1)
feature learning
(1)
multi-instance learning
(1)
visual question answering
(1)
direct preference optimization
(1)
visual reasoning
(1)
medical nlp
(1)
spatial regularization
(1)
retrieval-augmented generation
(1)
fine-grained understanding
(1)
medical domain
(1)
whole slide image
(1)
medical knowledge
(1)
knowledge conflict
(1)
fine-grained reasoning
(1)
preference fine-tuning
(1)
explainable model
(1)
visual-linguistic alignment
(1)
prototypical learning
(1)
large language model
(1)
Papers
Exploiting Label-Independent Regularization from Spatial Patterns for Whole Slide Image Analysis
WACV 2026
Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models
EMNLP 2025
ProtoVQA: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering
EMNLP 2025