Xiaoyu GUO
About Me
Xiaoyu GUO (郭潇宇) is a Ph.D. candidate in Electronic Information Engineering at Peking University. He is supervised by Professor
With over a decade of experience in computer network technology, big data, artificial intelligence, and AI applications in healthcare and insurance, Xiaoyu has made significant contributions to these fields. His career began as a senior engineer at HTC Research. He was an early member at Yidu Tech Inc. (a publicly listed medical AI company on the Hong Kong Stock Exchange, code: HK.02158). He was also a founding member and Chief Data Scientist of the personal health insurance and health management division (CausaCloud) at Yidu Tech. Additionally, Xiaoyu co-founded a cross-border medical company, where he held the position of CTO.
Research Interests
- Computer Networks: Network traffic mining and traffic modeling
- Artificial Intelligence: LLMs, time series prediction, representation learning of multimodal data
- Medical AI: Disease prediction models, diagnostic models, medical natural language processing
Professional Employment
YiduTech Inc. (HK.02158), Data Scientist (2016), Director of Data Science(2017-2020), VP & Chief Data Scientist of CausaCloud（2020-2024） Uyunbaby.com, Co-Founder & CTO (2015-2016), Borad Member (2016-now) HTC, Big Data&AI Research Center, Senior Engineer (2013-2015)
News
- [May. 2024] I left YiduTech to fully dedicate myself to research and entrepreneurship in the field of artificial intelligence.
Publications
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International Conference on Distributed Computing Systems (ICDCS), 2016.PDF Oral Presentation
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IEEE International Conference on Computer Communications (INFOCOM), 2013.PDF Oral Presentation
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International Conference on Network Protocols (ICNP), 2012.PDF Oral Presentation
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IEEE International Conference on Computer Communications (INFOCOM), 2012.PDF Oral Presentation
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IEEE International Conference on Communication (ICC), 2012.PDF Oral Presentation
Patents
Hui Feng, Xinghan Cui, Qiang Bao, Xiaoyu Guo. Data enhancement method and device, storage medium and electronic device: China, CN-111125361-B. 2024/2/2 Bo Feng, Xiaoyu Guo. A self-adaptive correction method, device, readable medium and electronic device: China, CN-109858473-B. 2023/3/7 Xiaoyu Guo, Yuxue Qi. Hospitalization risk prediction method and device, storage medium and electronic equipment: China, CN-114792568-B. 2023/6/6 Xiaoyu Guo, Yu Mu, Yuxue Qi, Hui Feng. Predictive method and device for infectious disease risk levels, medium and equipment: China, CN-111785380-B. 2022/12/2 Xiaoyu Guo, Yuxue Qi, Yutong Gou. Medical risk prediction method and device, storage medium and electronic device: China, CN-115115408-A. 2022/9/27 Xiaoyu Guo, Yuxue Qi. Diagnostic data recognition method and device, electronic device, storage medium: China, CN-114822865-A. 2022/7/29 Yuxue Qi, Xiaoyu Guo. Data prediction method, device, electronic device and computer-readable medium: China, CN-114757786-A. 2022/7/15 Yutong Gou, Xiaoyu Guo. Based on machine learning city inclusive insurance risk impact factor acquisition method: China, CN-114693461-A. 2022/7/1 Minqiang Lin, Long Quan, Xiutao Yan, Xiaoyu Guo. A method and device for evaluating image information: China, CN-113053495-A. 2021/6/29 Xiutao Yan, Xiaoyu Guo, Xue Yang. Medical data processing method, device, medium and electronic device: China, CN-112712436-A. 2021/4/27 Bo Feng, Xiaoyu Guo. Method for extracting medical entity information, device, storage medium and electronic device: China, CN-111444717-A. 2020/7/24 Xiaoyu Guo, Yuhan Li, Cen Chen. Clinical medical expenditure statistics method, device, storage medium and electronic device: China, CN-111383123-A. 2020/7/7 Xiaoyu Guo, Yuhan Li. Insurance user assessment method, device, electronic device and computer-readable medium: China, CN-111180065-A. 2020/5/19 Xiaoyu Guo, Yuhan Li. Medical data audit method, device, electronic device and computer-readable medium: China, CN-111179096-A. 2020/5/19 Long Quan, Xiaoyu Guo. A text correction method, device, readable medium and electronic device: China, CN-111178049-A. 2019/12/9 Long Quan, Xiaoyu Guo, Bin Wang. Claim data audit method, device and medium: China, CN-111524017-A. 2019/2/1 Long Quan, Xiaoyu Guo. A method based on medical data to obtain a disease judgment model and device: China, CN-111403024-A. 2019/1/2
Others
Hornors and Awards
Beijing Leading Talent in Financial Tech, Beijing Municipal Bureau of Financial Work, 2023 1st prize, China Undergraduate Mathematics Contest in Modeling (CUMCM), Beijing Division, 2008&2009 (Twice) Meritorious Winner (1st prize), The International Mathematics Contest in Modeling(MCM), 2009
Services and Membership
Chinese Association for Artificial Intelligence, Member, 2021~2026 The Thirty-eighth Annual Conference on Neural Information Processing Systems (NIPS), Reviewer, 2024
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