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Personal profile

Chinese Name

李鈺鵬

Research Interests

Robust Machine Learning, Algorithmic Game Theory, Networked Systems, Social Computing, Ethics of AI

Biography

Dr. Yupeng LI is interested in studying robust machine learning in network science. He is excited about interdisciplinary research that applies algorithmic techniques to edging problems. Dr. Li takes advantage of powerful techniques in learning, algorithm, and game theory to design and analyze networked systems, such as information networks and social networks. Recently, he has worked on robust online and decentralized machine learning techniques with performance guarantees, and he has extended these techniques to modern areas in networking and social computing. Dr. Li has been awarded the Rising Star in Social Computing Award by CAAI and the distinction of Distinguished Member of the IEEE INFOCOM Technical Program Committee in 2022. He serves on the technical committees of some top conferences in computer science. His works have been published in prestigious venues, such as IEEE INFOCOM, ACM MobiHoc, IEEE ICDCS, IEEE Journal on Selected Areas in Communications, and IEEE/ACM Transactions on Networking. He has awarded national, provincial, municipal and industry competitive research fundings from funding agencies such as RGC, NSFC, GDSTC, and CCF Research Fund. He is a member of ACM and IEEE. 

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being
  • SDG 4 - Quality Education
  • SDG 8 - Decent Work and Economic Growth
  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 13 - Climate Action
  • SDG 16 - Peace, Justice and Strong Institutions
  • SDG 17 - Partnerships for the Goals

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Dive into the research topics where Y P LI is active. Topic labels come from the works of this scholar.
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