Zeyu Zheng

University of California, Berkeley - Department of Industrial Engineering and Operations Research

Assistant Professor

4141 Etcheverry Hall

Berkeley, CA 94720-1777

United States

SCHOLARLY PAPERS

20

DOWNLOADS
Rank 19,130

SSRN RANKINGS

Top 19,130

in Total Papers Downloads

3,738

SSRN CITATIONS

0

CROSSREF CITATIONS

3

Scholarly Papers (20)

1.

Demand Prediction, Predictive Shipping, and Product Allocation for Large-Scale E-Commerce

Number of pages: 32 Posted: 27 Nov 2018 Last Revised: 16 Mar 2019
Imperial College Business School, Shanghai Jiao Tong University (SJTU) - Department of Industrial Engineering and Management, Stanford University, School of Humanities & Sciences and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 703 (51,466)

Abstract:

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Demand Prediction, Predictive Shipping, Product Allocation, Exploratory Data Analysis, Logisticsdata Visualization

2.

Immediacy Provision and Matchmaking

Number of pages: 81 Posted: 14 Nov 2016 Last Revised: 20 Jan 2022
Yu An and Zeyu Zheng
Johns Hopkins Carey Business School and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 520 (75,502)
Citation 2

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Immediacy Provision, Matchmaking, Welfare, Volcker Rule, Asset Heterogeneity

3.

Dynamic Pricing with External Information and Inventory Constraint

Number of pages: 44 Posted: 12 Oct 2019 Last Revised: 30 Dec 2020
Xiaocheng Li and Zeyu Zheng
Imperial College Business School and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 351 (119,326)

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4.

Online Matching with Reusable Network Resources and Decaying Rewards: New Framework and Analysis

Number of pages: 63 Posted: 15 Dec 2021 Last Revised: 20 Dec 2021
David Simchi-Levi, Zeyu Zheng and Feng Zhu
Massachusetts Institute of Technology (MIT) - School of Engineering, University of California, Berkeley - Department of Industrial Engineering and Operations Research and Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS)
Downloads 245 (172,861)

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online matching, reusable resources, network resources, decaying rewards, greedy-like policy, competitive ratio

5.

Gradient-based Simulation-Optimization Algorithms via Approximations for Complex Stochastic Systems

Number of pages: 47 Posted: 18 Feb 2021 Last Revised: 19 Oct 2021
Jingxu Xu and Zeyu Zheng
University of California, Berkeley, Department of Industrial Engineering and Operations Research and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 225 (187,388)

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Simulation optimization, gradient-based algorithms, approximated systems, convergence rate, multi-level algorithms

6.

Dynamic Pricing in a Non-stationary Growing Environment

Number of pages: 34 Posted: 22 Jul 2020 Last Revised: 24 Aug 2021
Feng Zhu and Zeyu Zheng
Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS) and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 208 (201,828)

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online learning, dynamic pricing, non-stationary, growing, optimal regret

7.

COVID-19 Symptom Web Search Surges Precede Local Hospitalization Surges

Number of pages: 8 Posted: 30 Apr 2020
Boston University - Department of Operations and Technology Management, University of Ottowa, Boston University - Questrom School of Business and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 196 (213,081)
Citation 3

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COVID-19, Google Trends, Symptom

8.

Measuring Policy Performance in Online Pricing with Offline Data

Number of pages: 22 Posted: 21 Jan 2021 Last Revised: 06 Jul 2021
Yue Wang and Zeyu Zheng
Institut Des Hautes Etudes Scientifiques (IHES) and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 174 (236,228)

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Online Pricing, Offline Data, Performance Measure, Worst Case Approach, Bayesian Approach

9.

Simulating Nonstationary Spatio-Temporal Poisson Processes using the Inversion Method

Number of pages: 24 Posted: 20 Oct 2020
Haoting Zhang and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 158 (256,269)

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10.

Joint Resource Allocation for Input Data Collection and Simulation

Number of pages: 16 Posted: 29 Aug 2020
Jingxu Xu, Peter Glynn and Zeyu Zheng
University of California, Berkeley, Department of Industrial Engineering and Operations Research, Stanford University and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 147 (271,650)

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11.

Doubly Stochastic Generative Arrivals Modeling

Number of pages: 35 Posted: 09 Mar 2021
Yufeng Zheng and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 141 (280,644)
Citation 1

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12.

Non-stationary A/B Tests: Optimal Variance Reduction, Bias Correction, and Valid Inference

Number of pages: 45 Posted: 29 Apr 2022 Last Revised: 13 Jun 2022
University of California Berkeley, University of California, Berkeley - Department of Industrial Engineering and Operations Research, Amazon, Amazon and Amazon
Downloads 126 (305,698)

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A/B tests, non-stationarity, central limit theorem, optimal asymptotic variance, bias, inference

13.

Neural Network-Assisted Simulation Optimization with Covariates

Number of pages: 15 Posted: 19 Apr 2021 Last Revised: 04 May 2021
University of California, Berkeley - Department of Industrial Engineering and Operations Research, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, Columbia University and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 116 (324,377)

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14.

Stochastic Localization Methods for Discrete Convex Simulation Optimization

Number of pages: 72 Posted: 03 Feb 2021 Last Revised: 19 Jan 2022
Haixiang Zhang, Zeyu Zheng and Javad Lavaei
University of California, Berkeley, University of California, Berkeley - Department of Industrial Engineering and Operations Research and University of California, Berkeley
Downloads 99 (361,122)
Citation 1

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Discrete simulation optimization, convex optimization, enhanced adaptive algorithm, best achievable performance, stochastic cutting-plane methods

15.

A Simple and Optimal Policy Design with Safety against Heavy-tailed Risk for Multi-armed Bandits

Number of pages: 47 Posted: 08 Jun 2022 Last Revised: 29 Jun 2022
David Simchi-Levi, Zeyu Zheng and Feng Zhu
Massachusetts Institute of Technology (MIT) - School of Engineering, University of California, Berkeley - Department of Industrial Engineering and Operations Research and Massachusetts Institute of Technology (MIT) - Institute for Data, Systems, and Society (IDSS)
Downloads 66 (463,421)

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Multi-armed bandit, worst-case optimality, instance-dependent consistency, heavy-tailed risk

16.

Selection of the Best under Convexity

Number of pages: 28 Posted: 23 May 2021
Haixiang Zhang, Zeyu Zheng and Javad Lavaei
University of California, Berkeley, University of California, Berkeley - Department of Industrial Engineering and Operations Research and University of California, Berkeley
Downloads 56 (493,977)

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17.

Online Document for WSC 2021 con132

Number of pages: 6 Posted: 23 Jul 2021
University of California, Berkeley - Department of Industrial Engineering and Operations Research, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, Columbia University and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 22 (678,354)

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18.

Document for WSC2020 Paper Con342s1

Number of pages: 10 Posted: 21 Jul 2020
Haoting Zhang and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 16 (725,254)

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19.

Performance Evaluation and Stochastic Optimization with Gradually Changing Non-Stationary Data

Number of pages: 49 Posted: 20 Jan 2022
Yuhang Wu and Zeyu Zheng
University of California Berkeley and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 169

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Gradually changing non-stationarity, performance evaluation, stochastic optimization, weighted sample average approximation, central limit theorem

20.

Learning Newsvendor Problem with Intertemporal Dependence and Moderate Non-stationarities

Posted: 11 Aug 2020 Last Revised: 25 Oct 2021
Meng Qi, Zuo-Jun Max Shen and Zeyu Zheng
University of California, Berkeley - Department of Industrial Engineering and Operations Research, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Berkeley - Department of Industrial Engineering and Operations Research

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Newsvendor problem, intertemporal dependent data, non-stationarity, generalization bound

Other Papers (1)

Total Downloads: 73
1.

Discrete Convex Simulation Optimization

Number of pages: 85 Posted: 12 Feb 2021
Haixiang Zhang and Zeyu Zheng
University of California, Berkeley and University of California, Berkeley - Department of Industrial Engineering and Operations Research
Downloads 73 (419,577)

Abstract:

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Discrete simulation optimization, discrete convex functions, simulation costs, biased gradient estimators