Scholar
xiaojun chen
Google Scholar ID: 6FcAGAYAAAAJ
Chair Professor of Applied Mathematics, The Hong Kong Polytechnic University
Optimization theory
Stochastic Optimization
Mathematical Analysis
Scientific Computing
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Citations
4,348
H-index
38
i10-index
102
Publications
20
Co-authors
21
list available
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Resume
Academic Achievements
Fellow of Society for Industrial and Applied Mathematics (SIAM)
Fellow of American Mathematical Society (AMS)
Fellow of Asia-Pacific Artificial Intelligence Association (AAIA)
Principal Investigator or Coordinator of numerous research grants, including:
• RGC Grant (2025–2028): 'Efficient algorithms with Anderson acceleration for nonsmooth equations'
• RGC Grant (2024–2027): 'Jointly constrained min-max optimization with sparsity penalties'
• RGC Grant for CAS Joint Laboratories (2024–2028): Project Coordinator
• RGC Grant (2023–2026): 'Bilevel optimization for hyperparameter selection in deep learning'
• NSFC/RGC Joint Scheme (2023–2026): 'Stochastic Multiobjective Optimization and Applications'
• CAS-Croucher Funding Scheme (2022–2024): 'Nonlinear Optimization Theory, Algorithms and Applications'
• RGC Grant (2022–2024): 'Nonconvex nonconcave min-max optimization'
• RGC CRF (2022–2025): 'High performance deep learning clusters for big data analytics' (Project Coordinator)
Plus multiple RGC/NSFC-funded projects on optimization and variational inequalities from 2012 to 2022
Co-authors
7 total
Yinyu Ye
Professor of Emeritus, Stanford University and Visiting Professor of SJTU, CUHKSZ and HKUST
Zhaosong Lu
University of Minnesota
Ya-xiang Yuan
Academy of Mathematics and Systems Science, Chinese Academy of Sciences
R. Wets
Professor Mathematics, University of California, Davis
Lei Yang
School of Computer Science and Engineering, Sun Yat-sen University
ZHANG Zaikun
Professor, Sun Yat-sen University
Philippe Toint
Professor (Emeritus) of Numerical Optimization