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2020 – today
- 2026
[i24]Jinghan Ru, Siyuan Yan, Yuguo Yin, Yuexian Zou, Zongyuan Ge:
DermoGPT: Open Weights and Open Data for Morphology-Grounded Dermatological Reasoning MLLMs. CoRR abs/2601.01868 (2026)- 2025
- [j11]Nicholas R. Kurtansky, Maura C. Gillis, Noel C. F. Codella, Brian D'Alessandro, Zongyuan Ge, Pascale Guitera
, Allan C. Halpern, Harald Kittler, Josep Malvehy, Konstantinos Liopyris, Victoria Mar, Linda K. Martin, Lara Valeska Maul, Alexander Navarini, Tarlia Rajeswaran, Vin Rajeswaran, Nadia Reichman, H. Peter Soyer, Jochen Weber, Siyuan Yan, Veronica Rotemberg, Kivanç Köse:
Automated triage of cancer-suspicious skin lesions with 3D total-body photography. npj Digit. Medicine 8(1) (2025) - [j10]Siyuan Yan, Zhen Yu, Chi Liu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
Prompt-Driven Latent Domain Generalization for Medical Image Classification. IEEE Trans. Medical Imaging 44(1): 348-360 (2025) - [c10]Yiwen Jiang, Deval Mehta, Siyuan Yan, Yaling Shen, Zimu Wang, Zongyuan Ge:
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification. EMNLP 2025: 14674-14685 - [c9]Jiajun Sun, Zhen Yu, Siyuan Yan, Jason J. Ong, Zongyuan Ge, Lei Zhang:
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model. MICCAI (16) 2025: 129-139 - [c8]Siyuan Yan, Xieji Li, Ming Hu, Yiwen Jiang, Zhen Yu, Zongyuan Ge:
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-Shot Dermatological Assessment. MICCAI (5) 2025: 369-379 - [c7]Cheng Luo, Siyang Song, Siyuan Yan, Zhen Yu, Zongyuan Ge:
ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model. ACM Multimedia 2025: 5607-5616 - [i23]Siyuan Yan, Ming Hu, Yiwen Jiang, Xieji Li, Hao Fei, Philipp Tschandl, Harald Kittler, Zongyuan Ge:
Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology. CoRR abs/2503.14911 (2025) - [i22]Siyuan Yan, Mo Zhu, Guo-qing Jiang, Jianfei Wang, Jiaxing Chen, Wentai Zhang, Xiang Liao, Xiao Cui, Chen Zhang, Zhuoran Song, Ran Zhu:
Scaling Laws for Speculative Decoding. CoRR abs/2505.07858 (2025) - [i21]Siyuan Yan, Xieji Li, Ming Hu, Yiwen Jiang, Zhen Yu, Zongyuan Ge:
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-shot Dermatological Assessment. CoRR abs/2505.09372 (2025) - [i20]Jiajun Sun, Zhen Yu, Siyuan Yan, Jason J. Ong, Zongyuan Ge, Lei Zhang:
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model. CoRR abs/2508.19626 (2025) - [i19]Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu, Pengfei Jiang, Yizhou Wang, Chen Tang, Jianyu Wu, Yuchen Ren, Siyuan Yan, Zhonghua Wang, Zhongxing Xu, Shiyan Su, Shangquan Sun, Runkai Zhao, Zhisheng Zhang, Yu Liu, Fudi Wang, Yuanfeng Ji, Yanzhou Su, Hongming Shan, Chun-Mei Feng, Jiahao Xu, Jiangtao Yan, Wenhao Tang, Diping Song, Lihao Liu, Yanyan Huang, Lequan Yu, Bin Fu, Shujun Wang, Xiaomeng Li, Xiaowei Hu, Yun Gu, Ben Fei, Zhongying Deng, Benyou Wang, Yuewen Cao, Minjie Shen, Haodong Duan, Jie Xu, Yirong Chen, Fang Yan, Hongxia Hao, Jielan Li, Jiajun Du, Yanbo Wang, Imran Razzak, Chi Zhang, Lijun Wu, Conghui He, Zhaohui Lu, Jinhai Huang, Yihao Liu, Fenghua Ling, Yuqiang Li, Aoran Wang, Qihao Zheng, Nanqing Dong, Tianfan Fu, Dongzhan Zhou, Yan Lu, Wenlong Zhang, Jin Ye, Jianfei Cai, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He:
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers. CoRR abs/2508.21148 (2025) - [i18]Meng Luo, Shengqiong Wu, Liqiang Jing, Tianjie Ju, Li Zheng, Jinxiang Lai, Tianlong Wu, Xinya Du, Jian Li, Siyuan Yan, Jiebo Luo, William Yang Wang, Hao Fei, Mong-Li Lee, Wynne Hsu:
Dr.V: A Hierarchical Perception-Temporal-Cognition Framework to Diagnose Video Hallucination by Fine-grained Spatial-Temporal Grounding. CoRR abs/2509.11866 (2025) - [i17]Yiwen Jiang, Deval Mehta, Siyuan Yan, Yaling Shen, Zimu Wang, Zongyuan Ge:
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification. CoRR abs/2509.17740 (2025) - [i16]Luo Cheng, Siyang Song, Siyuan Yan, Yu Zhen, ZongYuan Ge:
ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model. CoRR abs/2510.04712 (2025) - [i15]Siyuan Yan, Guo-qing Jiang, Yuchen Zhang, Xiaoxing Ma, Ran Zhu, Chun Cao, Jingwei Xu:
Adamas: Hadamard Sparse Attention for Efficient Long-Context Inference. CoRR abs/2510.18413 (2025) - [i14]Xieji Li, Siyuan Yan, Yingsheng Liu, H. Peter Soyer, Monika Janda, Victoria Mar, Zongyuan Ge:
Multi-Aspect Knowledge-Enhanced Medical Vision-Language Pretraining with Multi-Agent Data Generation. CoRR abs/2512.03445 (2025) - 2024
- [j9]Weiwei Huo, Zihan Zhang, Jingjing Qu, Jiaqi Yan, Siyuan Yan, Jinyi Yan, Bowen Shi:
Speciesism and Preference of Human-Artificial Intelligence Interaction: A Study on Medical Artificial Intelligence. Int. J. Hum. Comput. Interact. 40(11): 2925-2937 (2024) - [c6]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:
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. ECCV (4) 2024: 481-500 - [i13]Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
Prompt-driven Latent Domain Generalization for Medical Image Classification. CoRR abs/2401.03002 (2024) - [i12]Siyuan Yan, Cheng Luo, Zhen Yu, Zongyuan Ge:
Generalizing CLIP to Unseen Domain via Text-Guided Diverse Novel Feature Synthesis. CoRR abs/2405.02586 (2024) - [i11]Ming Hu, Siyuan Yan, Peng Xia, Feilong Tang, Wenxue Li, Peibo Duan, Lin Zhang, Zongyuan Ge:
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification. CoRR abs/2405.11289 (2024) - [i10]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:
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding. CoRR abs/2406.07471 (2024) - [i9]Lie Ju, Siyuan Yan, Yukun Zhou, Yang Nan, Xiaodan Xing, Peibo Duan, Zongyuan Ge:
MONICA: Benchmarking on Long-tailed Medical Image Classification. CoRR abs/2410.02010 (2024) - [i8]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:
A General-Purpose Multimodal Foundation Model for Dermatology. CoRR abs/2410.15038 (2024) - [i7]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:
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining. CoRR abs/2411.15421 (2024) - 2023
- [c5]Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge:
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. CVPR 2023: 11568-11577 - [c4]Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatra, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. MICCAI (7) 2023: 249-259 - [c3]Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge:
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding. NeurIPS 2023 - [i6]Siyuan Yan, Zhen Yu, Xuelin Zhang, Dwarikanath Mahapatra, Shekhar S. Chandra, Monika Janda, H. Peter Soyer, Zongyuan Ge:
Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision. CoRR abs/2303.00885 (2023) - [i5]Siyuan Yan, Jing Zhang, Nick Barnes:
Transmission-Guided Bayesian Generative Model for Smoke Segmentation. CoRR abs/2303.00900 (2023) - [i4]Siyuan Yan, Chi Liu, Zhen Yu, Lie Ju, Dwarikanath Mahapatrainst, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. CoRR abs/2304.01508 (2023) - [i3]Ming Hu, Lin Wang, Siyuan Yan, Don Ma, Qingli Ren, Peng Xia, Wei Feng, Peibo Duan, Lie Ju, Zongyuan Ge:
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding. CoRR abs/2310.13347 (2023) - 2022
- [c2]Siyuan Yan, Jing Zhang, Nick Barnes:
Transmission-Guided Bayesian Generative Model for Smoke Segmentation. AAAI 2022: 3009-3017 - 2021
- [c1]Siyuan Yan, Abhijit Adhikary:
Stress Recognition in Thermal Videos Using Bi-directional Long-Term Recurrent Convolutional Neural Networks. ICONIP (2) 2021: 491-501 - 2020
- [j8]Siyuan Yan, Xianzhen Yang, Xiao Li, Fu Li:
Bandwidth Extension on Spectrum Modeling of Cross-Modulation for Dual-Band Amplification of OFDM Signals. IEEE Trans. Instrum. Meas. 69(6): 2752-2758 (2020) - [j7]Dawei Li, Siyuan Yan, Mingbo Zhao, Tommy W. S. Chow:
Spatiotemporal Tree Filtering for Enhancing Image Change Detection. IEEE Trans. Image Process. 29: 8805-8820 (2020)
2010 – 2019
- 2019
- [j6]Dawei Li, Siyuan Yan, Xin Cai, Yan Cao, Sifan Wang:
An Integrated Image Filter for Enhancing Change Detection Results. IEEE Access 7: 91034-91051 (2019) - [j5]Dawei Li, Yan Cao, Guoliang Shi, Xin Cai, Yang Chen, Sifan Wang, Siyuan Yan:
An Overlapping-Free Leaf Segmentation Method for Plant Point Clouds. IEEE Access 7: 129054-129070 (2019) - [i2]Dawei Li, Siyuan Yan, Xin Cai, Yan Cao, Sifan Wang:
An Integrated Image Filter for Enhancing Change Detection Results. CoRR abs/1907.01301 (2019) - [i1]Dawei Li, Yan Cao, Guoliang Shi, Xin Cai, Yang Chen, Sifan Wang, Siyuan Yan:
An overlapping-free leaf segmentation method for plant point clouds. CoRR abs/1908.04018 (2019) - 2018
- [j4]Siyuan Yan, Xiao Li, Changhong Jiang, Hui Li, Lingmei Wang, Fu Li:
Digital Predistortion for Spectrum Compliance in the Internet of Things. J. Electron. Test. 34(3): 255-262 (2018) - [j3]Dawei Li, Yan Cao, Xue-Song Tang, Siyuan Yan, Xin Cai:
Leaf Segmentation on Dense Plant Point Clouds with Facet Region Growing. Sensors 18(11): 3625 (2018) - [j2]Fu Li, Siyuan Yan, Xianzhen Yang, Xiao Li:
Spectrum Modeling of Cross-Modulation for Concurrent Dual-Band RF Power Amplifiers in OFDM Modulation. IEEE Trans. Instrum. Meas. 67(12): 2772-2784 (2018) - 2017
- [j1]Siyuan Yan, Xianzhen Yang, Xiao Li, Fu Li:
On Dual-Band Amplifications Using Dual Two-Tones: Clarifications and Discussion. IEEE Trans. Instrum. Meas. 66(10): 2792-2794 (2017)
Coauthor Index
aka: Zongyuan Ge
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