Siyuan Yan
- Papers
- 7
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Authored papers
7DermoGPT: Open Weights and Open Data for Morphology-Grounded Dermatological Reasoning MLLMs
arXiv 2026
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
arXiv 2025
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
arXiv 2025
Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
ICCV 2025
Dr.V: A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-grained Spatial-Temporal Grounding
arXiv 2025
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
ICCV 2025
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
arXiv 2024
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