Siyuan Yan
9 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (7) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π₯
Mega-Team
(20)
β‘
Prolific Year
(5)
Conferences
ICCV (2)
MICCAI (2)
AAAI (1)
CVPR (1)
ECCV (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
concept bottleneck model
(2)
medical imaging
(2)
few-shot learning
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
cross-modal retrieval
(1)
weak supervision
(1)
posterior distribution
(1)
concept learning
(1)
vision language model
(1)
foundation model
(1)
vision-language model
(1)
uncertainty estimation
(1)
bayesian generative model
(1)
confounding factor
(1)
action detection
(1)
retrieval-augmented learning
(1)
skin disease classification
(1)
vision-language pretraining
(1)
hierarchical retrieval
(1)
Papers
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment
MICCAI 2025
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
EMNLP 2025
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
ICCV 2025
Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
ICCV 2025
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
MICCAI 2025
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
ECCV 2024
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision
CVPR 2023
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding
NIPS 2023
Transmission-Guided Bayesian Generative Model for Smoke Segmentation
AAAI 2022