Xinheng Lyu
6 papers · 2024–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🐝
Cross-Pollinator
(10)
🌈
Renaissance Researcher
(5)
Conferences
AAAI (1)
ACL (1)
ECCV (1)
ICCV (1)
ICLR (1)
MICCAI (1)
Top co-authors
Keywords
vision-language model
(2)
preference alignment
(1)
supervised fine-tuning
(1)
multimodal large language model
(1)
concept bottleneck
(1)
large vision-language model
(1)
morphological analysis
(1)
pathology diagnosis
(1)
multimodal hallucination
(1)
expert guidance
(1)
computational pathology
(1)
diabetic retinopathy
(1)
whole slide imaging
(1)
interpretable diagnosis
(1)
pathological diagnosis
(1)
visual question answering
(1)
graph concept
(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
WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image
ICCV 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
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
ECCV 2024