Shuoguang YANG (楊朔光)
Shuoguang YANG (楊朔光)
PhD, Columbia University, 2020
Assistant Professor
Tel 2358 8849
Office Room 5559F
Research Interests

Revenue management, optimization, and online learning

Contact Info
Tel 2358 8849
Office Room 5559F
Research Interests

Revenue management, optimization, and online learning

Profile
Shuoguang Yang joined the Department of Industrial Engineering and Decision Analytics at the Hong Kong University of Science and Technology as an Assistant Professor in Jan 2021. He received Ph.D. in Operations Research from Columbia University (2020), and B.S. degree in Mathematics from National University of Singapore (2014).
Teaching Activities
IEDA 4130 System Simulation
Selected Publications
  1. Shuoguang Yang, Mengdi Wang and Ethan X. Fang, Multilevel Stochastic Gradient Methods for Nested Composition OptimizationSIAM Journal on Optimization, 2019. 

  2. Zhuwen Li, Loong-Fah Cheong, Shuoguang Yang and Kim-Chuan Toh, Simultaneous Clustering and Model Selection: Algorithm, Theory and ApplicationsTPAMI, 2018. 

  3. Daniel Bienstock, Gonzalo Muñoz, Shuoguang Yang and Carsten Matke, Robust linear control of storage in transmission systems, and extensions to robust network control problemsCDC 2017. 

  4. Zhuwen Li, Shuoguang Yang, L.F. Cheong and Kim-Chuan Toh, Simultaneous Clustering and Model Selection for Tensor Affinities, CVPR 2016.

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