Siyuan Yan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
7
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | EMNLP | WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification. | Yiwen Jiang, Deval Mehta, Siyuan Yan, Yaling Shen, Zimu Wang, Zongyuan Ge |
| 2025 | ICCV | OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining. | Ming Hu, Kun Yuan, Yaling Shen, Feilong Tang, Xiaohao Xu, Lin Zhou, Wei Li, Ying Chen, Zhongxing Xu, Zelin Peng, Siyuan Yan, Vinkle Srivastav, Diping Song, Tianbin Li, Danli Shi, Jin Ye, Nicolas Padoy, Nassir Navab, Junjun He, Zongyuan Ge |
| 2025 | ICCV | Derm1M: A Million-Scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology. | Siyuan Yan, Ming Hu, Yiwen Jiang, Xieji Li, Hao Fei, Philipp Tschandl, Harald Kittler, Zongyuan Ge |
| 2025 | MICCAI | Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model. | Jiajun Sun, Zhen Yu, Siyuan Yan, Jason J. Ong, Zongyuan Ge, Lei Zhang |
| 2025 | MICCAI | MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-Shot Dermatological Assessment. | Siyuan Yan, Xieji Li, Ming Hu, Yiwen Jiang, Zhen Yu, Zongyuan Ge |
| 2024 | ECCV | OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. | Ming Hu, Peng Xia, Lin Wang, Siyuan Yan, Feilong Tang, Zhongxing Xu, Yimin Luo, Kaimin Song, Jrgen Leitner, Xuelian Cheng, Jun Cheng, Chi Liu, Kaijing Zhou, Zongyuan Ge |
| 2023 | CVPR | Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. | Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge |
| 2023 | MICCAI | EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. | Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge |
| 2022 | AAAI | Transmission-Guided Bayesian Generative Model for Smoke Segmentation. | Siyuan Yan, Jing Zhang, Nick Barnes |
| 2021 | ICONIP | Stress Recognition in Thermal Videos Using Bi-directional Long-Term Recurrent Convolutional Neural Networks. | Siyuan Yan, Abhijit Adhikary |