Shuoguang YANG
楊朔光
PhD in Operations Research
Columbia University, 2020

Assistant Professor
Department of Industrial Engineering and Decision Analytics



(852) 2358 8849
yangsg@ust.hk
Room 5559F
Personal Web

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Google Scholar
dpFN3qQAAAAJ

ORCID
0000-0002-0915-196X

Scopus ID
57191073797




Research Interest Publications Teaching Assignment RPG Supervision




Research Interest

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Operations management
Revenue management
Optimization
Stochastic optimization



Publications

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All Years 4 2022 0 2021 0 2020 0 2019 1 2018 1 2017 1 2016 1

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2019 1

Multilevel stochastic gradient methods for nested composition optimization
SIAM Journal on Optimization, v. 29, (1), March 2019, p. 616-659
Yang, Shuoguang; Wang, Mengdi; Fang, Ethan X. Article

2018 1

Simultaneous Clustering and Model Selection: Algorithm, Theory and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 40, (8), 1 August 2018, p. 1964-1978
Li, Zhuwen; Cheong, Loong-Fah; Yang, Shuoguang; Toh, Kim-Chuan Article

2017 1

Robust linear control of storage in transmission systems, and extensions to robust network control problems
Proceedings of IEEE Conference on Decision and Control, 2017, p. 799-806
Bienstock, Daniel; Munoz, Gonzalo; Yang, Shuoguang; Matke, Carsten Conference paper

2016 1

Simultaneous clustering and model selection for tensor affinities
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016, 2016, article number 7780946, p. 5347-5355
Li, Zhuwen; Yang, Shuoguang; Cheong, Loong-Fah; Toh, Kim-Chuan Conference paper


Expand All Collapse All


Article 1

Multilevel stochastic gradient methods for nested composition optimization
SIAM Journal on Optimization, v. 29, (1), March 2019, p. 616-659
Yang, Shuoguang; Wang, Mengdi; Fang, Ethan X.


Expand All Collapse All


Article 1

Simultaneous Clustering and Model Selection: Algorithm, Theory and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 40, (8), 1 August 2018, p. 1964-1978
Li, Zhuwen; Cheong, Loong-Fah; Yang, Shuoguang; Toh, Kim-Chuan


Expand All Collapse All


Conference paper 1

Robust linear control of storage in transmission systems, and extensions to robust network control problems
Proceedings of IEEE Conference on Decision and Control, 2017, p. 799-806
Bienstock, Daniel; Munoz, Gonzalo; Yang, Shuoguang; Matke, Carsten


Expand All Collapse All


Conference paper 1

Simultaneous clustering and model selection for tensor affinities
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016, 2016, article number 7780946, p. 5347-5355
Li, Zhuwen; Yang, Shuoguang; Cheong, Loong-Fah; Toh, Kim-Chuan


Expand All Collapse All


2016 1

Simultaneous clustering and model selection for tensor affinities
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2016, 2016, article number 7780946, p. 5347-5355
Li, Zhuwen; Yang, Shuoguang; Cheong, Loong-Fah; Toh, Kim-Chuan Conference paper


No Publications


No Publications


No Publications






Teaching Assignment

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2021-22 Winter 0 2021-22 Fall 1 2020-21 Summer 0 2020-21 Spring 1 2020-21 Winter 0 2020-21 Fall 0

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IEDA4960 Industrial Engineering and Engineering Management Final Year Project


IEDA4130 System Simulation


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments






Research Postgraduate (RPG) Supervision From January 2019 to December 2022 (As of 30 January 2022)

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Current RPGs

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Master of Philosophy CHEN, Zihao (co-supervision)
Industrial Engineering and Decision Analytics( 2021 - )









ProjectsFrom January 2020 to December 2022

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