Xinheng Lyu
6 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
vision-language model
(3)
visual question answering
(1)
preference alignment
(1)
image captioning
(1)
supervised fine-tuning
(1)
multimodal large language model
(1)
concept bottleneck
(1)
large vision-language model
(1)
clip model
(1)
whole slide image
(1)
morphological analysis
(1)
pathology diagnosis
(1)
multimodal hallucination
(1)
expert guidance
(1)
computational pathology
(1)
diabetic retinopathy
(1)
multi-agent system
(1)
whole slide imaging
(1)
interpretable diagnosis
(1)
pathological diagnosis
(1)
Papers
Vision-Language Models Guided Graph Concept Reasoning for Interpretable Diabetic Retinopathy Diagnosis
AAAI 2026
EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model
ACL 2025
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
ICLR 2025
WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis
MICCAI 2025
WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image
ICCV 2025
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
ECCV 2024