Kangyu Zhu
5 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
👥
Mega-Team · Squad
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Natural Language Processing
(3)
Application Areas
(2)
Applications
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
medical vision-language model
(3)
medical visual question answering
(3)
multimodal learning
(2)
retrieval-augmented generation
(2)
large language model
(1)
calibrated selection
(1)
over-reliance mitigation
(1)
region-specific attention
(1)
domain-aware retrieval
(1)
multimodal preference optimization
(1)
clinical relevance
(1)
factuality challenges
(1)
local lesion-noising
(1)
med-lvlms
(1)
medical imaging
(1)
plausible hallucinations
(1)
vision-language model
(1)
visual prompt
(1)
factual hallucination
(1)
Papers
Guiding Medical Vision-Language Models with Diverse Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations
NAACL 2025
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization
ICML 2025
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
ICLR 2025
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
NeurIPS 2024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
EMNLP 2024