Biography
Yuexiang LI currently works in Life Sciences Institute, Guangxi Medical University (GXMU) as a full professor. He is the academic leader of the discipline of artificial intelligence, and leads the Medical AI ReSearch (MARS) group in the university. Prof. Li graduated from the University of Nottingham, United Kingdom with a Ph.D., and has been engaged in research on intelligent analysis and processing of medical images (including microscopic images, pathological slices and multimodal medical images) for more than ten years. Before joining GXMU, he worked in Tencent Jarvis Lab as a senior researcher and got excellent connections to industry. Prof. Li has published multiple academic papers in top medical image processing journals (e.g., TMI, MIA) and top conferences (e.g., AAAI, ECCV, MICCAI). He is also the reviewer for TPAMI, TMI, MICCAI and the program chair for world-wide conferences.
Openings
I am always looking for talented and self-motivated students to join my research group to work in the fields of medical image analysis/computer vision/pattern recognition.
2024 硕士/博士招生中,欢迎生物医学工程/医学相关专业考生报考!
Multiple positions of research assistant and postdoctoral fellow are now available (should be in the fields related to bio-medical engineering/computer science/electronic engineering).
招聘多名研究助理和博士后,待遇从优(博士后年薪25w起),优秀者可获事业编制!(有意者可电邮垂询)
News
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Feb 2024 One paper is accepted by CVPR (CCF-A) 2024
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Feb 2024 One paper is accepted by Artificial Intelligence In Medicine (IF: 7.400)
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Jan 2024 One paper is accepted by IEEE Journal of Biomedical and Health Informatics (IF: 7.700)
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Dec 2023 Two papers are accepted by AAAI (CCF-A) 2024
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Dec 2023 One paper is accepted by Pattern Recognition (IF: 8.000)
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Sep 2023 Two papers are accepted by NeurIPS (CCF-A) 2023
Education & Experience
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2023-Present Guangxi Medical University, Nanning
Full Professor, Academic Leader of the discipline of Artificial Intelligence, MARS Group Lead
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2019-2023 Tencent Jarvis Lab, Shenzhen
Senior Researcher, Directed by Yefeng Zheng, IEEE Fellow
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2018-2019 YouTu Lab, Tencent, Shenzhen
Senior Researcher, Directed by Jiaya Jia, IEEE Fellow
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2016-2018 Shenzhen University, Shenzhen
Postdoctoral Fellow
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2012-2016 The University of Nottingham, United Kingdom
Ph.D.
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2011-2012 The Hong Kong University of Science and Technology, Hong Kong
M.Sc.
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2007-2011 Beijing University of Posts and Telecommunications, Beijing
B.Eng.
Selected Journal Paper [For full list, please refer to Google Scholar / ResearchGate]
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Anomaly detection via gating highway connection for retinal fundus images
Wentian Zhang#, Haozhe Liu#, Jinheng Xie, Yawen Huang, Yu Zhang, Yuexiang Li*, Raghavendra Ramachandra, Yefeng Zheng
Pattern Recognition, 2023. (IF: 8.000)
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Unsupervised domain adaptation for medical image segmentation by disentanglement learning and self-training
Qingsong Xie#, Yuexiang Li#, Nanjun He*, Munan Ning, Kai Ma, Guoxing Wang et al.,
IEEE Transactions on Medical Imaging (IEEE TMI), 2022. (IF: 11.037)
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Beyond mutual information: Generative adversarial network for domain adaptation using information bottleneck constraint
Jiawei Chen#, Ziqi Zhang#, Xinpeng Xie#, Yuexiang Li*, Tao Xu, Kai Ma, and Yefeng Zheng,
IEEE Transactions on Medical Imaging (IEEE TMI), 2021. (IF: 11.037)
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DICDNet: Deep interpretable convolutional dictionary network for metal artifact reduction in CT images
Hong Wang, Yuexiang Li*, Nanjun He, Kai Ma, Deyu Meng*, and Yefeng Zheng,
IEEE Transactions on Medical Imaging (IEEE TMI), 2021. (IF: 11.037)
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Anomaly detection for medical images using self-supervised and translation-consistent features
He Zhao, Yuexiang Li*, Nanjun He, Kai Ma, Leyuan Fang, Huiqi Li* et al.,
IEEE Transactions on Medical Imaging (IEEE TMI), 2021. (IF: 11.037)
Selected Conference Paper [For full list, please refer to Google Scholar / ResearchGate]
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Dynamically masked discriminator for GANs
Wentian Zhang#, Haozhe Liu#, Bing Li*, Jinheng Xie, Yawen Huang, Yuexiang Li*, Yefeng Zheng, Bernard Ghanem,
Neural Information Processing Systems (NeurIPS), 2023. (CCF-A)
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AdaptiveMix: Improving GAN training via feature space shrinkage
Haozhe Liu#, Wentian Zhang#, Bing Li*, Haoqian Wu, Nanjun He, Yawen Huang, Yuexiang Li*, Bernard Ghanem, Yefeng Zheng,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. (CCF-A)
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Combating mode collapse in GANs via manifold entropy estimation
Haozhe Liu, Bing Li*, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li*, Bernard Ghanem, Yefeng Zheng,
AAAI Conference on Artificial Intelligence (AAAI), 2023. (CCF-A)
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Adaptive convolutional dictionary network for CT metal artifact reduction
Hong Wang, Yuexiang Li*, Deyu Meng*, and Yefeng Zheng,
International Joint Conference on Artificial Intelligence (IJCAI), 2022. (CCF-A)
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A multi-task network with weight decay skip connection training for anomaly detection in retinal fundus images
Wentian Zhang#, Xu Sun#*, Yuexiang Li#, Haozhe Liu, Nanjun He, Feng Liu* et al.,
International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2022. (CCF-B)
Recent Interns @ Tencent
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Jinheng Xie (Dec. 2022 - Jul. 2023) Current Ph.D. candidate in National University of Singapore, supervised by Mike Z. Shou
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Yunlu Yan (Aug. 2021 - Oct. 2022) Current Ph.D. candidate in Hong Kong University of Science and Technology (Guangzhou), supervised by Lei Zhu
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Haozhe Liu (Aug. 2021 - Jul. 2022) Current Ph.D. candidate in King Abdullah University of Science and Technology, supervised by Jürgen Schmidhuber
Teaching
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Artificial Intelligence in Medical Applications, Postgraduate Course, 2023 Fall
Grants
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Participant, Technical Innovation 2030-"New Generation Artificial Intelligence" Project, 5,000,000, 2020-2024
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Principle Investigator, Natural Science Foundation of China, 240,000, 2018-2021
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Principle Investigator, Postdoctoral Science Foundation of China, 50,000, 2017-2018
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Principle Investigator, Nanning City Science and Technology Bureau, 200,000, 2017-2018
Award
- First Prize, Cerebral Aneurysm Detection Challenge @ MICCAI, 2020
- First Prize, Angle Closure Glaucoma Evaluation Challenge @ MICCAI, 2019
- First Prize, HEp-2 Indirect Immuno-Fluorescence Contest @ ICPR, 2016
Professional Services
- Area Chair, MICCAI (CCF-B) ( 2023, 2024)
- Senior Program Committee, IJCAI (CCF-A) ( 2023, 2024)
Collaborators
- Company: Tencent YouTu (腾讯优图), Tencent Jarvis Research Center (腾讯天衍), OPPO, Huawei (华为), ByteDance (字节跳动)...
- University: University of Nottingham (UK), University of Birmingham (UK), Durham University (UK), The Hong Kong University of Science and Technology (Hong Kong & Guangzhou), King Abdullah University of Science and Technology (Saudi Arabia)...
Last updated by Yuexiang LI on Oct, 2023.
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