Guoan Wang
6 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Vision
(3)
Deep Learning
(3)
Core AI
(3)
Domain-Specific
(3)
Models
(3)
Healthcare & Medicine
(2)
Machine Learning
(2)
Clinical
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Processing
(1)
Keywords
vision-language model
(3)
multimodal learning
(3)
visual question answering
(3)
medical imaging
(3)
benchmark dataset
(2)
large vision-language model
(1)
whole slide image
(1)
mask generation
(1)
interactive segmentation
(1)
multimodal evaluation
(1)
clinical decision-making
(1)
computational pathology
(1)
instruction-following dataset
(1)
dense annotation
(1)
vision foundational model
(1)
foundational model
(1)
pathology image understanding
(1)
semantic segmentation
(1)
segmentation target
(1)
benchmark evaluation
(1)
Papers
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI
AAAI 2026
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline
CVPR 2025
Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model
MICCAI 2025
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding
CVPR 2025
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
NeurIPS 2024
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation
MICCAI 2024