Siyuan Yan

According to our database, Siyuan Yan authored at least 22 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Prompt-Driven Latent Domain Generalization for Medical Image Classification.

Siyuan Yan, Zhen Yu, Chi Liu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge

IEEE Trans. Medical Imaging, January, 2025

2024

Speciesism and Preference of Human-Artificial Intelligence Interaction: A Study on Medical Artificial Intelligence.

Weiwei Huo, Zihan Zhang, Jingjing Qu, Jiaqi Yan, Siyuan Yan, Jinyi Yan, Bowen Shi

Int. J. Hum. Comput. Interact., June, 2024

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

CoRR, 2024

A General-Purpose Multimodal Foundation Model for Dermatology.

Siyuan Yan, Zhen Yu, Clare Primiero, Cristina Vico-Alonso, Zhonghua Wang, Litao Yang, Philipp Tschandl, Ming Hu, Gin Tan, Vincent Tang, Aik Beng Ng, David Powell, C. Paul Bonnington, Simon See, Monika Janda, Victoria Mar, Harald Kittler, H. Peter Soyer, Zongyuan Ge

CoRR, 2024

MONICA: Benchmarking on Long-tailed Medical Image Classification.

Lie Ju, Siyuan Yan, Yukun Zhou, Yang Nan, Xiaodan Xing, Peibo Duan, Zongyuan Ge

CoRR, 2024

Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification.

Ming Hu, Siyuan Yan, Peng Xia, Feilong Tang, Wenxue Li, Peibo Duan, Lin Zhang, Zongyuan Ge

CoRR, 2024

Generalizing CLIP to Unseen Domain via Text-Guided Diverse Novel Feature Synthesis.

Siyuan Yan, Cheng Luo, Zhen Yu, Zongyuan Ge

CoRR, 2024

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, Jürgen Leitner, Xuelian Cheng, Jun Cheng, Chi Liu, Kaijing Zhou, Zongyuan Ge

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition.

Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge

CoRR, 2023

NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding.

Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Transmission-Guided Bayesian Generative Model for Smoke Segmentation.

Siyuan Yan, Jing Zhang, Nick Barnes

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Stress Recognition in Thermal Videos Using Bi-directional Long-Term Recurrent Convolutional Neural Networks.

Siyuan Yan, Abhijit Adhikary

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Spatiotemporal Tree Filtering for Enhancing Image Change Detection.

Dawei Li, Siyuan Yan, Mingbo Zhao, Tommy W. S. Chow

IEEE Trans. Image Process., 2020

Bandwidth Extension on Spectrum Modeling of Cross-Modulation for Dual-Band Amplification of OFDM Signals.

Siyuan Yan, Xianzhen Yang, Xiao Li, Fu Li

IEEE Trans. Instrum. Meas., 2020

2019

An Integrated Image Filter for Enhancing Change Detection Results.

Dawei Li, Siyuan Yan, Xin Cai, Yan Cao, Sifan Wang

IEEE Access, 2019

An Overlapping-Free Leaf Segmentation Method for Plant Point Clouds.

Dawei Li, Yan Cao, Guoliang Shi, Xin Cai, Yang Chen, Sifan Wang, Siyuan Yan

IEEE Access, 2019

2018

Spectrum Modeling of Cross-Modulation for Concurrent Dual-Band RF Power Amplifiers in OFDM Modulation.

Fu Li, Siyuan Yan, Xianzhen Yang, Xiao Li

IEEE Trans. Instrum. Meas., 2018

Leaf Segmentation on Dense Plant Point Clouds with Facet Region Growing.

Dawei Li, Yan Cao, Xue-Song Tang, Siyuan Yan, Xin Cai

Sensors, 2018

Digital Predistortion for Spectrum Compliance in the Internet of Things.

Siyuan Yan, Xiao Li, Changhong Jiang, Hui Li, Lingmei Wang, Fu Li

J. Electron. Test., 2018

2017

On Dual-Band Amplifications Using Dual Two-Tones: Clarifications and Discussion.

Siyuan Yan, Xianzhen Yang, Xiao Li, Fu Li

IEEE Trans. Instrum. Meas., 2017