On Dual-Band Amplifications Using Dual Two-Tones: Clarifications and Discussion. - Siyuan Yan; Xianzhen Yang; Xiao Li; Fu Li 004 (IEEE Trans. Instrum. Meas., 2017)

Digital Predistortion for Spectrum Compliance in the Internet of Things. - Siyuan Yan; Xiao Li; Changhong Jiang; Hui Li; Lingmei Wang; Fu Li 004 (J. Electron. Test., 2018)

Leaf Segmentation on Dense Plant Point Clouds with Facet Region Growing. - Dawei Li 001; Yan Cao 006; Xue-Song Tang; Siyuan Yan; Xin Cai (Sensors, 2018)

Spectrum Modeling of Cross-Modulation for Concurrent Dual-Band RF Power Amplifiers in OFDM Modulation. - Fu Li 004; Siyuan Yan; Xianzhen Yang; Xiao Li (IEEE Trans. Instrum. Meas., 2018)

An Overlapping-Free Leaf Segmentation Method for Plant Point Clouds. - Dawei Li 001; Yan Cao 006; Guoliang Shi; Xin Cai; Yang Chen; Sifan Wang; Siyuan Yan (IEEE Access, 2019)

An Integrated Image Filter for Enhancing Change Detection Results. - Dawei Li 001; Siyuan Yan; Xin Cai; Yan Cao 006; Sifan Wang (IEEE Access, 2019)

Bandwidth Extension on Spectrum Modeling of Cross-Modulation for Dual-Band Amplification of OFDM Signals. - Siyuan Yan; Xianzhen Yang; Xiao Li; Fu Li 004 (IEEE Trans. Instrum. Meas., 2020)

Spatiotemporal Tree Filtering for Enhancing Image Change Detection. - Dawei Li 001; Siyuan Yan; Mingbo Zhao; Tommy W. S. Chow (IEEE Trans. Image Process., 2020)

Stress Recognition in Thermal Videos Using Bi-directional Long-Term Recurrent Convolutional Neural Networks. - Siyuan Yan; Abhijit Adhikary (ICONIP (2), 2021)

Transmission-Guided Bayesian Generative Model for Smoke Segmentation. - Siyuan Yan; Jing Zhang 052; Nick Barnes (AAAI, 2022)

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 (CVPR, 2023)

EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. - Siyuan Yan; Chi Liu 002; Zhen Yu; Lie Ju; Dwarikanath Mahapatra; Victoria Mar; Monika Janda; H. Peter Soyer; Zongyuan Ge (MICCAI (7), 2023)

NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding. - Ming Hu; Lin Wang 027; Siyuan Yan; Don Ma; Qingli Ren; Peng Xia 005; Wei Feng 015; Peibo Duan; Lie Ju; Zongyuan Ge (NeurIPS, 2023)

EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. - Siyuan Yan; Chi Liu 002; Zhen Yu; Lie Ju; Dwarikanath Mahapatrainst; Victoria Mar; Monika Janda; H. Peter Soyer; Zongyuan Ge (CoRR, 2023)

OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. - Ming Hu; Peng Xia 005; Lin Wang 027; Siyuan Yan; Feilong Tang; Zhongxing Xu; Yimin Luo; Kaimin Song; Jürgen Leitner; Xuelian Cheng; Jun Cheng; Chi Liu 002; et al. (ECCV (4), 2024)

Generalizing CLIP to Unseen Domain via Text-Guided Diverse Novel Feature Synthesis. - Siyuan Yan; Cheng Luo; Zhen Yu; Zongyuan Ge (CoRR, 2024)

Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification. - Ming Hu; Siyuan Yan; Peng Xia 005; Feilong Tang; Wenxue Li; Peibo Duan; Lin Zhang; 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)

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; et al. (CoRR, 2024)

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining. - Ming Hu; Kun Yuan 004; Yaling Shen; Feilong Tang; Xiaohao Xu; Lin Zhou; Wei Li 044; Ying Chen; Zhongxing Xu; Zelin Peng; Siyuan Yan; Vinkle Srivastav; et al. (CoRR, 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., 2024)

Prompt-Driven Latent Domain Generalization for Medical Image Classification. - Siyuan Yan; Zhen Yu; Chi Liu 002; Lie Ju; Dwarikanath Mahapatra; Brigid Betz-Stablein; Victoria Mar; Monika Janda; H. Peter Soyer; Zongyuan Ge (IEEE Trans. Medical Imaging, 2025)

Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology. - Siyuan Yan; Ming Hu; Yiwen Jiang; Xieji Li; Hao Fei 001; Philipp Tschandl; Harald Kittler; Zongyuan Ge (CoRR, 2025)

Scaling Laws for Speculative Decoding. - Siyuan Yan; Mo Zhu; Guo-qing Jiang; Jianfei Wang; Jiaxing Chen; Wentai Zhang 006; Xiang Liao; Xiao Cui; Chen Zhang; Zhuoran Song; Ran Zhu (CoRR, 2025)

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 (CoRR, 2025)