Siyuan Yan
Scholar

Siyuan Yan

Google Scholar ID: LGcOLREAAAAJ
Research Fellow@Monash University
AI for MedicineFoundation Model
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Citations & Impact
All-time
Citations
221
 
H-index
8
 
i10-index
8
 
Publications
12
 
Co-authors
10
list available
Contact
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Publications
11 items
A Vision-Language Foundation Model for Zero-shot Clinical Collaboration and Automated Concept Discovery in Dermatology
2026
Cited
0
DermoGPT: Open Weights and Open Data for Morphology-Grounded Dermatological Reasoning MLLMs
arXiv.org · 2026
Cited
1
Multi-Aspect Knowledge-Enhanced Medical Vision-Language Pretraining with Multi-Agent Data Generation
2025
Cited
0
Adamas: Hadamard Sparse Attention for Efficient Long-Context Inference
2025
Cited
0
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
2025
Cited
0
Dr.V: A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-grained Spatial-Temporal Grounding
2025
Cited
0
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
2025
Cited
0
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
2025
Cited
0
Resume (English only)
Co-authors
10 total
Zongyuan (Tony) Ge
Zongyuan (Tony) Ge
Associate Prof | Director of AIM for Health Lab | NVIDIA AI Fellowship
Ming Hu
Ming Hu
Monash University | Shanghai AI Laboratory
Zhen Yu
Zhen Yu
School of Translational Medicine & Faculty of IT, Monash University
Monika Janda
Monika Janda
The University of Queensland and Queensland University of Technology
Lie Ju
Lie Ju
University College London; Moorfields Eye Hospital; Monash University
Harald Kittler
Harald Kittler
Medical University of Vienna, Austria
Philipp Tschandl
Philipp Tschandl
Medical University of Vienna
Co-author 8
Co-author 8