Faculty Profiles - CHEN Yi | The Hong Kong University of Science and Technology

Yi CHEN
陳懿

PhD in Industrial Engineering
Northwestern University, 2021

Assistant Professor
Department of Industrial Engineering and Decision Analytics

(852) 2358 7115
yichen@ust.hk
Room 5559C
Personal Web

Scopus ID

57208443829

Research Interest Publications Teaching Assignment RPG Supervision

Research Interest

Service operations management
Healthcare operations
E-commerce
Stochastic modeling

Publications

All Years 7 2024 1 2023 1 2022 1 2021 1 2020 0 2019 2 2018 1

2024 1

Beyond order-based nursing workload: A retrospective cohort study in intensive care units

Journal of Nursing Scholarship, May 2024
Chen, Yi; Chan, Carri W.; Dong, Jing; Jackson, Emily M.; Yip, Natalie H.; Rossetti, Sarah C.
Article

2023 1

Epsin2, a novel target for multiple system atrophy therapy via α-synuclein/FABP7 propagation

Brain, v. 146, (8), August 2023, article number awad137, p. 3172-3180
Cheng, An; Kawahata, Ichiro; Wang, Yifei; Jia, Wenbin; Wang, Haoyang; Sekimori, Tomoki; Chen, Yi; Suzuki, Hiroyoshi; Takeda, Atsushi; Stefanova, Nadia; Finkelstein, I, David; Ma, Wenbo; Chen, Min; Sasaki, Takuya; Fukunaga, Kohji
Article

2022 1

Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection

Journal of the American Statistical Association, 27 September 2022, p. 1-13
Chen, Yi; Wang, Yining; Fang, Ethan X.; Wang, Zhaoran; Li, Runze
Article

2021 1

ϵ-Strong Simulation of Fractional Brownian Motion and Related Stochastic Differential Equations

Mathematics of Operations Research, v. 46, (2), May 2021, p. 559-594
Chen, Yi; Dong, Jing; Ni, Hao
Article

2019 2

Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion

Chen, Yi; Chen, Jinglin; Dong, Jing; Peng, Jian; Wang, Zhaoran
Conference paper

On the Almost Sure Convergence Rate for a Series Expansion of Fractional Brownian Motion

Proceedings - Winter Simulation Conference, v. 2019-December, December 2019, article number 9004731, p. 902-913
Chen, Yi; Dong, Jing
Conference paper

2018 1

Contrastive Learning from Pairwise Measurements

Advances in Neural Information Processing Systems, v. 2018-December, December 2018, p. 10909-10918
Chen, Yi; Yang, Zhuoran; Xie, Yuchen; Wang, Zhaoran
Conference paper

Article 1

Beyond order-based nursing workload: A retrospective cohort study in intensive care units

Journal of Nursing Scholarship, May 2024
Chen, Yi; Chan, Carri W.; Dong, Jing; Jackson, Emily M.; Yip, Natalie H.; Rossetti, Sarah C.

Article 1

Epsin2, a novel target for multiple system atrophy therapy via α-synuclein/FABP7 propagation

Brain, v. 146, (8), August 2023, article number awad137, p. 3172-3180
Cheng, An; Kawahata, Ichiro; Wang, Yifei; Jia, Wenbin; Wang, Haoyang; Sekimori, Tomoki; Chen, Yi; Suzuki, Hiroyoshi; Takeda, Atsushi; Stefanova, Nadia; Finkelstein, I, David; Ma, Wenbo; Chen, Min; Sasaki, Takuya; Fukunaga, Kohji

Article 1

Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection

Journal of the American Statistical Association, 27 September 2022, p. 1-13
Chen, Yi; Wang, Yining; Fang, Ethan X.; Wang, Zhaoran; Li, Runze

Article 1

ϵ-Strong Simulation of Fractional Brownian Motion and Related Stochastic Differential Equations

Mathematics of Operations Research, v. 46, (2), May 2021, p. 559-594
Chen, Yi; Dong, Jing; Ni, Hao

Conference paper 2

Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion

Chen, Yi; Chen, Jinglin; Dong, Jing; Peng, Jian; Wang, Zhaoran

On the Almost Sure Convergence Rate for a Series Expansion of Fractional Brownian Motion

Proceedings - Winter Simulation Conference, v. 2019-December, December 2019, article number 9004731, p. 902-913
Chen, Yi; Dong, Jing

Conference paper 1

Contrastive Learning from Pairwise Measurements

Advances in Neural Information Processing Systems, v. 2018-December, December 2018, p. 10909-10918
Chen, Yi; Yang, Zhuoran; Xie, Yuchen; Wang, Zhaoran

2018 1

Contrastive Learning from Pairwise Measurements

Advances in Neural Information Processing Systems, v. 2018-December, December 2018, p. 10909-10918
Chen, Yi; Yang, Zhuoran; Xie, Yuchen; Wang, Zhaoran
Conference paper

No Publications

Teaching Assignment

2024-25 Fall 2 2023-24 Summer 0 2023-24 Spring 1 2023-24 Winter 0 2023-24 Fall 3 2022-23 Summer 0

IEDA2520	Probability for Engineers
IEDA3300	Industrial Data Systems

IEDA4960

Industrial Engineering and Engineering Management Final Year Project

IEDA2520	Probability for Engineers
IEDA3300	Industrial Data Systems
IEDA4960	Industrial Engineering and Engineering Management Final Year Project

No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Doctor of Philosophy

XIE, Jize
Industrial Engineering and Decision Analytics
YANG, Rushuai
Industrial Engineering and Decision Analytics

Master of Philosophy

SHAN, Xun (co-supervision)
Industrial Engineering and Decision Analytics
YU, Xiyuan (co-supervision)
Industrial Engineering and Decision Analytics

Research Interest

Publications

2024 1

2023 1

2022 1

2021 1

2019 2

2018 1

Article 1

Article 1

Article 1

Article 1

Conference paper 2

Conference paper 1

2018 1

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Projects

From January 2022 to December 2024

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