Dexuan Xu
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Gold
πΊοΈ
Taxonomy Completionist
(18)
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Keyword Champion
(2)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Models
(5)
Natural Language Processing
(4)
Computer Vision
(2)
Healthcare & Medicine
(2)
Applications Β· Natural Language Processing
(2)
Clinical
(2)
Machine Learning
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications Β· Computer Vision
(1)
Architectures
(1)
Domain-Specific
(1)
Keywords
multimodal large language model
(3)
medical imaging
(2)
medical visual question answering
(2)
multimodal learning
(2)
medical image understanding
(2)
vision-language model
(2)
visual question answering
(2)
multi-level learning
(1)
generative model
(1)
long-horizon planning
(1)
privacy protection
(1)
tabular data synthesis
(1)
multi-image understanding
(1)
visual referring
(1)
agent system
(1)
conversational recommendation
(1)
dialogue system
(1)
clinical reasoning
(1)
llm agent
(1)
empathetic dialogue
(1)
Papers
Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding
ACL 2026
MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models
AAAI 2026
DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation
EMNLP 2025
MIMO: A Medical Vision Language Model with Visual Referring Multimodal Input and Pixel Grounding Multimodal Output
CVPR 2025
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling
AAAI 2025
A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis
AAAI 2024
MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering
ACL 2024