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Pengyi Shi
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2020 – today
- 2025
- [j10]Jinsheng Chen
, Jing Dong
Optimal Routing Under Demand Surges: The Value of Future Arrival Rates. Oper. Res. 73(1): 510-542 (2025) - [j9]Yiqiu Liu
An Integrated Approach to Improving Itinerary Completion in Coordinated Care Networks. Manuf. Serv. Oper. Manag. 27(1): 21-39 (2025) - 2024
- [j8]Jonathan E. Helm
Delta Coverage: The Analytics Journey to Implement a Novel Nurse Deployment Program. INFORMS J. Appl. Anal. 54(5): 431-454 (2024) - [c10]Tianchun Li, Chengxiang Wu, Pengyi Shi, Xiaoqian Wang:
Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow. AAAI 2024: 13619-13627 - [c9]Bingxuan Li, Antonio Castellanos
Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management. AAAI 2024: 22920-22926 - [c8]Taeuk Jang, Hongchang Gao, Pengyi Shi, Xiaoqian Wang:
Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning. AISTATS 2024: 28-36 - [c7]Wei Liu, Mengshi Lu, Pengyi Shi:
Patient Assignment and Prioritization for Multi-Stage Care with Reentrance. WSC 2024: 940-951 - [i7]Bingxuan Li, Pengyi Shi, Amy R. Ward:
Latent Feature Mining for Predictive Model Enhancement with Large Language Models. CoRR abs/2410.04347 (2024) - 2023
- [j7]Xiaoquan Gao, Sabriya Alam, Pengyi Shi, Franklin Dexter
Interpretable machine learning models for hospital readmission prediction: a two-step extracted regression tree approach. BMC Medical Informatics Decis. Mak. 23(1): 104 (2023) - 2022
- [j6]Xin Liu, Bin Li
A Constrained Bandit Approach for Online Dispatching. SIGMETRICS Perform. Evaluation Rev. 49(2): 54-56 (2022) - [c6]Taeuk Jang, Pengyi Shi, Xiaoqian Wang:
Group-Aware Threshold Adaptation for Fair Classification. AAAI 2022: 6988-6995 - [c5]Zhiqiang Zhang, Pengyi Shi, Amy R. Ward:
Routing for Fairness and Efficiency in a Queueing Model with Reentry and Continuous Customer Classes. ACC 2022: 4882-4887 - [i6]Xinyun Chen, Pengyi Shi, Shanwen Pu:
Data-pooling Reinforcement Learning for Personalized Healthcare Intervention. CoRR abs/2211.08998 (2022) - 2021
- [j5]Pengyi Shi
Timing It Right: Balancing Inpatient Congestion vs. Readmission Risk at Discharge. Oper. Res. 69(6): 1842-1865 (2021) - [c4]Xiaotian Liu, Pengyi Shi, Tongtong Liu, Sarra M. Alqahtani, Paúl Pauca, Miles R. Silman:
Robustness-driven Exploration with Probabilistic Metric Temporal Logic. ICAART (2) 2021: 57-66 - [c3]Xin Liu, Bin Li, Pengyi Shi, Lei Ying:
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints. NeurIPS 2021: 24075-24086 - [c2]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: 1-12 - [c1]Yihan Pan, Zhenghang Xu, Jin Guang
A High-Fidelity, Machine-Learning Enhanced Queueing Network Simulation Model For Hospital Ultrasound Operations. WSC 2021: 1-12 - [i5]Xin Liu, Bin Li, Pengyi Shi, Lei Ying:
An Efficient Pessimistic-Optimistic Algorithm for Constrained Linear Bandits. CoRR abs/2102.05295 (2021) - [i4]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 abs/2104.07451 (2021) - [i3]Taeuk Jang, Pengyi Shi, Xiaoqian Wang:
Group-Aware Threshold Adaptation for Fair Classification. CoRR abs/2111.04271 (2021) - 2020
- [j4]Jinsheng Chen
A survey on skill-based routing with applications to service operations management. Queueing Syst. Theory Appl. 96(1-2): 53-82 (2020) - [i2]Xin Liu, Bin Li, Pengyi Shi, Lei Ying
POND: Pessimistic-Optimistic oNline Dispatch. CoRR abs/2010.09995 (2020)
2010 – 2019
- 2019
- [j3]Jiangang Dai, Pengyi Shi
Inpatient Overflow: An Approximate Dynamic Programming Approach. Manuf. Serv. Oper. Manag. 21(4): 894-911 (2019) - [i1]Xiaotian Liu, Pengyi Shi, Sarra M. Alqahtani, Victor Paúl Pauca, Miles R. Silman:
Robustness-Driven Exploration with Probabilistic Metric Temporal Logic. CoRR abs/1912.01704 (2019) - 2017
- [j2]Jiangang Dai, Pengyi Shi
A Two-Time-Scale Approach to Time-Varying Queues in Hospital Inpatient Flow Management. Oper. Res. 65(2): 514-536 (2017) - 2016
- [j1]Pengyi Shi
Models and Insights for Hospital Inpatient Operations: Time-Dependent ED Boarding Time. Manag. Sci. 62(1): 1-28 (2016)
Coauthor Index
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