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Pengyi Shi
ORCID
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 18
Top Topics
Operations Management
Customer Classes
Queueing Model
Metric Temporal Logic
Top Venues
CoRR
WSC
SIGMETRICS Perform. Evaluation Rev.
BMC Medical Informatics Decis. Mak.
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Publications
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Xiaoquan Gao
,
Sabriya Alam
,
Pengyi Shi
,
Franklin Dexter
,
Nan Kong
Interpretable machine learning models for hospital readmission prediction: a two-step extracted regression tree approach.
BMC Medical Informatics Decis. Mak.
23 (1) (2023)
Taeuk Jang
,
Pengyi Shi
,
Xiaoqian Wang
Group-Aware Threshold Adaptation for Fair Classification.
AAAI
(2022)
Xinyun Chen
,
Pengyi Shi
,
Shanwen Pu
Data-pooling Reinforcement Learning for Personalized Healthcare Intervention.
CoRR
(2022)
Zhiqiang Zhang
,
Pengyi Shi
,
Amy R. Ward
Routing for Fairness and Efficiency in a Queueing Model with Reentry and Continuous Customer Classes.
ACC
(2022)
Xin Liu
,
Bin Li
,
Pengyi Shi
,
Lei Ying
A Constrained Bandit Approach for Online Dispatching.
SIGMETRICS Perform. Evaluation Rev.
49 (2) (2022)
Yihan Pan
,
Zhenghang Xu
,
Jin Guang
,
Xinyun Chen
,
Jim G. Dai
,
Chengwenjian Wang
,
Xuanming Zhang
,
Jingjing Sun
,
Pengyi Shi
,
Yichuan Ding
,
Song Wu
,
Kai Yang
,
Hongxin Pan
A High-Fidelity, Machine-Learning Enhanced Queueing Network Simulation Model For Hospital Ultrasound Operations.
WSC
(2021)
Xin Liu
,
Bin Li
,
Pengyi Shi
,
Lei Ying
An Efficient Pessimistic-Optimistic Algorithm for Constrained Linear Bandits.
CoRR
(2021)
Xin Liu
,
Bin Li
,
Pengyi Shi
,
Lei Ying
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints.
NeurIPS
(2021)
Taeuk Jang
,
Pengyi Shi
,
Xiaoqian Wang
Group-Aware Threshold Adaptation for Fair Classification.
CoRR
(2021)
Iman Attari
,
Jonathan E. Helm
,
Parker A. Crain
,
Pengyi Shi
,
Nicole Adams
A Simulation Analysis of Analytics-Driven Community-Based Re-Integration Programs.
WSC
(2021)
Yihan Pan
,
Zhenghang Xu
,
Jin Guang
,
Jingjing Sun
,
Chengwenjian Wang
,
Xuanming Zhang
,
Xinyun Chen
,
Jim G. Dai
,
Yichuan Ding
,
Pengyi Shi
,
Hongxin Pan
,
Kai Yang
,
Song Wu
A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations.
CoRR
(2021)
Xiaotian Liu
,
Pengyi Shi
,
Tongtong Liu
,
Sarra Alqahtani
,
Paúl Pauca
,
Miles Silman
Robustness-driven Exploration with Probabilistic Metric Temporal Logic.
ICAART (2)
(2021)
Jinsheng Chen
,
Jing Dong
,
Pengyi Shi
A survey on skill-based routing with applications to service operations management.
Queueing Syst. Theory Appl.
96 (1-2) (2020)
Xin Liu
,
Bin Li
,
Pengyi Shi
,
Lei Ying
POND: Pessimistic-Optimistic oNline Dispatch.
CoRR
(2020)
Jiangang Dai
,
Pengyi Shi
Inpatient Overflow: An Approximate Dynamic Programming Approach.
Manuf. Serv. Oper. Manag.
21 (4) (2019)
Xiaotian Liu
,
Pengyi Shi
,
Sarra Alqahtani
,
Victor Paúl Pauca
,
Miles Silman
Robustness-Driven Exploration with Probabilistic Metric Temporal Logic.
CoRR
(2019)
Jiangang Dai
,
Pengyi Shi
A Two-Time-Scale Approach to Time-Varying Queues in Hospital Inpatient Flow Management.
Oper. Res.
65 (2) (2017)
Pengyi Shi
,
Mabel C. Chou
,
Jiangang Dai
,
Ding Ding
,
Joe Sim
Models and Insights for Hospital Inpatient Operations: Time-Dependent ED Boarding Time.
Manag. Sci.
62 (1) (2016)