← All authors Xi Chen University of California San Diego (from arXiv:2502.06168, 2025) · ORCID · OpenAlex
105 papers in scope · 101 published · 5 on the econ.EM arXiv · 2,686 citations · h-index 24 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Zhenbang Jiao Lei Wang Jiun-Hua Su Yanbo Liu Nan Liu Zheng Fang Juwon Seo Yuanyuan Wan Aleksey Tetenov Gabriel Vasconcelos Matthew Harding Éric Ghysels Rohit Kumar Andrii Babii Fu Ouyang Thomas Tao Yang Shosei Sakaguchi Iván Fernández-Val Victor Chernozhukov Jonas Striaukas Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (6 of 105)
From sparsity to precision: Enhancing bundle recommendations via large language model augmentation and Multi-Graph fusion
published 2026 · Decision Support Systems
with Yuanzhong Jiang, Kun Yuan, Jennifer Shang, Yuanchun Jiang
High-Dimensional Dynamic Pricing Under Nonstationarity: Learning and Earning with Change-Point Detection
published 2026 · Management Science · 2 citations · first circulated 2023
published 2026 · Quantitative Economics · 4 citations · first circulated 2020
Technical Note—Fairness-Aware Online Price Discrimination with Nonparametric Demand Models
published 2025 · Operations Research · 8 citations · first circulated 2021
Co-movement between oil price shocks and U.S. inflation: new evidence from a wavelet analysis
published 2025 · Applied Economics Letters
with Jie Huang, Yuting Xiang
Utility Fairness in Contextual Dynamic Pricing with Demand Learning
published 2025 · Management Science · 4 citations · first circulated 2023
Discovery of classical gas-solid flow correlations using a reinforcement learning-based symbolic regression framework
published 2025 · Chemical Engineering Science · 2 citations
with Zhong Xiang
Unveiling the impact of defect complaints on vehicle recall delays: an integrated agent-based simulation and factor screening approach
published 2025 · International Journal of Production Research · 3 citations
with Wen Shi, Xiang Xie
Distributed Tensor Principal Component Analysis with Data Heterogeneity
published 2025 · Journal of the American Statistical Association · 3 citations · first circulated 2024
A bi-objective unrelated parallel machine scheduling problem with additional resources and soft precedence constraints
published 2025 · European Journal of Operational Research · 3 citations
with Mengxing Gao, ChenGuang Liu
working paper 2025 · arXiv
Bayesian Mechanism Design for Blockchain Transaction Fee Allocation
published 2025 · Operations Research · 8 citations · first circulated 2023
Machine learning based prediction models for the prognosis of COVID-19 patients with DKA
published 2025 · Scientific Reports · 7 citations · first circulated 2024
with Zhongyuan Xiang, Jingyi Hu, Shengfang Bu, Jin Ding, Ziyang Li
Data should be made as simple as possible but not simpler: The method chosen for dimensionality reduction and its parameters can affect the clustering of runners based on their kinematics
published 2024 · Journal of Biomechanics · 2 citations
with Adrian Rodriguez Rivadulla, Dario Cazzola, Grant Trewartha, Ezio Preatoni
Firms' heterogeneity and intraindustry reallocation: Beyond dichotomous partitioning
published 2024 · International Journal of Economic Theory
Two-stage forecasting of TCN-GRU short-term load considering error compensation and real-time decomposition
published 2024 · Earth Science Informatics · 8 citations
with Yang Li, Yongsheng Ye, Yanlong Xu, Lili Li, Jianghua Huang, Naizheng Kang
Distributed estimation and inference for semiparametric binary response models
published 2024 · The Annals of Statistics · 3 citations
Network Revenue Management With Demand Learning and Fair Resource-Consumption Balancing
published 2024 · Production and Operations Management · 5 citations · first circulated 2022
Online Statistical Inference for Stochastic Optimization via Kiefer-Wolfowitz Methods
published 2023 · Journal of the American Statistical Association · 7 citations · first circulated 2021
Complete f -moment convergence for maximal randomly weighted sums of arrays of rowwise widely orthant dependent random variables and its statistical applications
published 2023 · Journal of Computational and Applied Mathematics · 4 citations
with Miaomiao Wang, Shunping Zheng, Xuejun Wang
Robust Dynamic Assortment Optimization in the Presence of Outlier Customers
published 2023 · Operations Research · 14 citations · first circulated 2019
Bonferroni-Free and Indifference-Zone-Flexible Sequential Elimination Procedures for Ranking and Selection
published 2023 · Operations Research · 10 citations
with Wenyu Wang, Hong Wan
MIANet: Multi-level temporal information aggregation in mixed-periodicity time series forecasting tasks
published 2023 · Engineering Applications of Artificial Intelligence · 8 citations
with Sheng Wang, Dongliang Ma, Chen Wang, Yong Wang, Honggang Qi, Gongjian Zhou, Qingli Li, Min Liu
Wasserstein Distributionally Robust Optimization and Variation Regularization
published 2022 · Operations Research · 85 citations · first circulated 2017
Differential Privacy in Personalized Pricing with Nonparametric Demand Models
published 2022 · Operations Research · 35 citations · first circulated 2021
Bayesian Posterior Repartitioning for Nested Sampling
published 2022 · Bayesian Analysis · 3 citations · first circulated 2019
with Farhan Feroz, M. P. Hobson, Michael P. Hobson
An ensemble multi-step forecasting model for ship roll motion under different external conditions: A case study on the South China Sea
published 2022 · Measurement · 24 citations
with Yunyu Wei, Zezong Chen, Chen Zhao, Yuanhui Tu, Rui Yang
Nested sampling for physical scientists
published 2022 · Nature Reviews Methods Primers · 152 citations
with G. Ashton, Noam Bernstein, Johannes Büchner, Gábor Cśanyi, Andrew Fowlie, Farhan Feroz, Matthew Griffiths, Will Handley, Michael Habeck, Edward Higson, M. P. Hobson, A. Lasenby, …
Bayesian dynamic learning and pricing with strategic customers
published 2022 · Production and Operations Management · 19 citations · first circulated 2016
with Jianjun Gao, Dongdong Ge, Zizhuo Wang
A perspective of scale differences for studying the green total factor productivity of Chinese laying hens
published 2022 · Scientific Reports · 2 citations
with Shen Zhong, Junwei Li, Shubo Jiang
Robust Dynamic Pricing with Demand Learning in the Presence of Outlier Customers
published 2022 · Operations Research · 15 citations · first circulated 2020
Robust reduced rank regression in a distributed setting
published 2022 · Science China Mathematics · 8 citations
with Weidong Liu, Xiaojun Mao
Asymptotically Optimal Sequential Design for Rank Aggregation
published 2022 · Mathematics of Operations Research · 7 citations · first circulated 2017
with Yunxiao Chen, Xiaoou Li
Dimension independent excess risk by stochastic gradient descent
published 2022 · Electronic Journal of Statistics · 5 citations
with Qiang Liu, Xin T. Tong
Efficient and Robust Online Trajectory Prediction for Non-Cooperative Unmanned Aerial Vehicles
published 2021 · Journal of Aerospace Information Systems · 22 citations
with Guangrui Xie
A BiLSTM hybrid model for ship roll multi-step forecasting based on decomposition and hyperparameter optimization
published 2021 · Ocean Engineering · 51 citations
with Yunyu Wei, Zezong Chen, Chen Zhao, Yuanhui Tu, Rui Yang
Development and validation of FootNet; a new kinematic algorithm to improve foot-strike and toe-off detection in treadmill running
published 2021 · PLoS ONE · 15 citations
with Adrian Rodriguez Rivadulla, Gillian Weir, Dario Cazzola, Grant Trewartha, Joseph Hamill, Ezio Preatoni
Online Covariance Matrix Estimation in Stochastic Gradient Descent
published 2021 · Journal of the American Statistical Association · 32 citations · first circulated 2020
Space cooling energy usage prediction based on utility data for residential buildings using machine learning methods
published 2021 · Applied Energy · 83 citations
with Yanxiao Feng, Qiuhua Duan, Sai Santosh Yakkali, Julian Wang
Enhance load forecastability: Optimize data sampling policy by reinforcing user behaviors
published 2021 · European Journal of Operational Research · 7 citations
with Guangrui Xie, Yang Weng
Natural gas consumption forecasting: A discussion on forecasting history and future challenges
published 2021 · Journal of Natural Gas Science and Engineering · 103 citations
with Jinyuan Liu, Shouxi Wang, Nan Wei, Hanyu Xie, Jie Wang
First-Order Newton-Type Estimator for Distributed Estimation and Inference
published 2021 · Journal of the American Statistical Association · 47 citations
A Statistical Learning Approach to Personalization in Revenue Management
published 2021 · Management Science · 113 citations · first circulated 2015
Cluster sampling for Morris method made easy
published 2020 · Naval Research Logistics (NRL) · 20 citations
with Wen Shi
Uncertainty Quantification for Demand Prediction in Contextual Dynamic Pricing
published 2020 · Production and Operations Management · 18 citations
The Discrete Moment Problem with Nonconvex Shape Constraints
published 2020 · Operations Research · 17 citations · first circulated 2017
with Simai He, Bo Jiang, Christopher Ryan, Teng Zhang
Dynamic Assortment Planning Under Nested Logit Models
published 2020 · Production and Operations Management · 33 citations · first circulated 2018
working paper 2020 · arXiv · 6 citations
Test Method for Automatic Detection Capability of Civil Aviation Security Equipment Using Bayesian Estimation
published 2020 · 2020 IEEE 2nd International Conference on Civil Aviation Safety and Information Technology (ICCASIT · 2 citations
with Junliang Xie, Hong She, Hangting Zhang, Yijie Niu
Input modeling and uncertainty quantification for improving volatile residential load forecasting
published 2020 · Energy · 8 citations · first circulated 2019
with Guangrui Xie, Yang Weng
Robust inference via multiplier bootstrap
published 2020 · The Annals of Statistics · 29 citations · first circulated 2019
with Wen-Xin Zhou
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm
published 2020 · Neural Information Processing Systems · 18 citations
Hedging in games: Faster convergence of external and swap regrets
published 2020 · Neural Information Processing Systems · 6 citations
with Binghui Peng
Comparison-Based Algorithms for One-Dimensional Stochastic Convex Optimization
published 2020 · first circulated 2018
with Qihang Lin, Zizhuo Wang
working paper 2019 · arXiv · 5 citations · first circulated 2018
published 2019 · The Annals of Statistics · 164 citations · first circulated 2018
Technical Note—Nonstationary Stochastic Optimization Under L p,q -Variation Measures
published 2019 · Operations Research · 12 citations
An Efficient Morris Method-Based Framework for Simulation Factor Screening
published 2019 · INFORMS journal on computing · 31 citations
with Wen Shi, Jennifer Shang
Optimal Stopping and Worker Selection in Crowdsourcing: an Adaptive Sequential Probability Ratio Test Framework
published 2019 · Statistica Sinica · 1 citations
with Xiaoou Li, Yunxiao Chen, Jingchen Liu, Zhiliang Ying
Commercial and Residential Mortgage Defaults: Spatial Dependence with Frailty
published 2019 · Journal of Econometrics · 19 citations · first circulated 2018
Controlled Morris method: A new factor screening approach empowered by a distribution-free sequential multiple testing procedure
published 2019 · Reliability Engineering & System Safety · 30 citations
with Wen Shi
Optimal Design of Process Flexibility for General Production Systems
published 2019 · Operations Research · 16 citations · first circulated 2016
Multi-Resolution Sensitivity Analysis of Model of Immune Response to Helicobacter pylori Infection via Spatio-Temporal Metamodeling
published 2019 · Frontiers in Applied Mathematics and Statistics · 6 citations
with Wenjing Wang, Guangrui Xie, Raquel Hontecillas, Meghna Verma, Andrew Leber, Josep Bassaganya-Riera, Vida Abedi
Experimental study on auto-ignition characteristics of a butanol-hexadecane droplet under elevated pressures and temperatures
published 2019 · Energy · 13 citations
with Yu Zhang, Ronghua Huang, Tian Qin, Sheng Huang, Pei Zhou, Chun Lou
Online EXP3 Learning in Adversarial Bandits with Delayed Feedback
published 2019 · Neural Information Processing Systems · 19 citations
no link
Improving the efficiency and robustness of nested sampling using posterior repartitioning
published 2018 · Statistics and Computing · 8 citations
with M. P. Hobson, Saptarshi Das, Paul Gelderblom
working paper 2018 · arXiv · 27 citations
Conditional Analysis and Unconditional Conclusion in Clinical Trial with Interim Analysis
published 2018 · Biostatistics and Biometrics Open Access Journal
A note on a tight lower bound for capacitated MNL-bandit assortment selection models
published 2018 · Operations Research Letters · 37 citations · first circulated 2017
Optimal Instance Adaptive Algorithm for the Top-$K$ Ranking Problem
published 2018 · IEEE Transactions on Information Theory · 6 citations
An Integrated Gaussian Process Modeling Framework for Residential Load Prediction
published 2018 · IEEE Transactions on Power Systems · 35 citations
with Guangrui Xie, Yang Weng
HodgeRank With Information Maximization for Crowdsourced Pairwise Ranking Aggregation
published 2018 · Proceedings of the AAAI Conference on Artificial Intelligence · 10 citations · first circulated 2017
with Qianqian Xu, Jiechao Xiong, Qingming Huang, Yuan Yao
An Energy Loss Calculating Method for Wind Power System Based on the Shape Factor
published 2018 · MATEC Web of Conferences
with Bo Ruan, Junjie Qian, Dahai You, Tingting Hou, Zhen Mei
Statistical Model and Clinical Trial Analysis
published 2018 · Open Access Journal
no link
Optimal life cycle mortgage and portfolio choices in the presence of the affordability constraint
published 2017 · Journal of Housing Economics · 5 citations
Controlled morris method: a new distribution-free sequential testing procedure for factor screening
published 2017 · Winter Simulation Conference · 2 citations
with Wen Shi
Quantile regression metamodeling: Toward improved responsiveness in the high-tech electronics manufacturing industry
published 2017 · European Journal of Operational Research · 20 citations
with Demet Batur, Jennifer Bekki
The Measurement of Capital: Retrieving Initial Values from Panel Data
published 2017 · Review of Income and Wealth · 2 citations
with Tatiana Plotnikova
Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation
published 2017 · European Journal of Operational Research · 33 citations
with Qiang Zhou
Kriging-Based Design of Experiments for Multi-Source Exposure–Response Studies in Nanotoxicology
published 2017 · ACS Sustainable Chemistry & Engineering · 4 citations
with Ying Pei, Feng Yang, Nianqiang Wu, Kai Wang
Letter to the Editor on “A procedure for group sequential comparative Poisson trials” by Xia and Hoover
published 2017 · Journal of Biopharmaceutical Statistics · 1 citations
Fixed Cost, Variable Cost, Markups and Returns to Scale
published 2017 · Annals of Economics and Statistics · 13 citations
with Bertrand Koebel
Adaptive Multiple-Arm Identification
published 2017 · International Conference on Machine Learning · 7 citations
A note on the approximate admissibility of regularized estimators in the Gaussian sequence model
published 2017 · Electronic Journal of Statistics · 5 citations
with Adityanand Guntuboyina, Yuchen Zhang
Frailty Models for Commercial Mortgages
published 2016 · The Journal of Fixed Income · 3 citations
Efficient VaR and CVaR Measurement via Stochastic Kriging
published 2016 · INFORMS journal on computing · 18 citations
with Kyoung-Kuk Kim
A parallel function evaluation approach for solution to large-scale equation-oriented models
published 2016 · Computers & Chemical Engineering · 8 citations
with Yannan Ma, Zhijiang Shao, Lorenz T. Biegler
Removing Forecasting Errors with White Gaussian Noise after Square Root Transformation
published 2016 · Journal of Forecasting · 5 citations
with Zhengling Yang, Ya-Di Liu, Xinshan Zhu, Jun Zhang
BIASED TECHNICAL CHANGE, SCALE, AND FACTOR SUBSTITUTION IN U.S. MANUFACTURING INDUSTRIES
published 2016 · Macroeconomic Dynamics · 6 citations
On Bayes risk lower bounds
published 2016 · Journal of Machine Learning Research · 25 citations · first circulated 2014
with Adityanand Guntuboyina, Yuchen Zhang
Optimal Sparse Designs for Process Flexibility via Probabilistic Expanders
published 2015 · Operations Research · 45 citations · first circulated 2014
Gaussian process based modeling and experimental design for sensor calibration in drifting environments
published 2015 · Sensors and Actuators B Chemical · 24 citations
with Zongyu Geng, Feng Yang, Nianqiang Wu
Optimal PAC Multiple Arm Identification with Applications to Crowdsourcing
published 2014 · International Conference on Machine Learning · 42 citations
no link
Measuring the Initial Capital Stock: A Generalized Framework
published 2014 · Procedia Economics and Finance · 1 citations
with Tatiana Plotnikova
Enhancing Stochastic Kriging Metamodels with Gradient Estimators
published 2013 · Operations Research · 88 citations
with Bruce E. Ankenman, Barry L. Nelson
Modeling correlated samples via sparsematrix Gaussian graphical models
published 2013 · Journal of Zhejiang University SCIENCE C · 1 citations
with Yi-zhou He, Hao Wang
The carbon-constrained EOQ
published 2012 · Operations Research Letters · 500 citations
with Saif Benjaafar, Adel Elomri
Asset price bubbles from heterogeneous beliefs about mean reversion rates
published 2012 · Finance and Stochastics · 8 citations
with Robert V. Kohn
Isospectral flow method for nonnegative inverse eigenvalue problem with prescribed structure
published 2011 · Journal of Computational and Applied Mathematics · 7 citations
with Dali Liu
Random survival forests for high‐dimensional data
published 2011 · Statistical Analysis and Data Mining The ASA Data Science Journal · 219 citations
with Hemant Ishwaran, Udaya B. Kogalur, Andy J. Minn
Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis
published 2010 · Proceedings of the AAAI Conference on Artificial Intelligence · 23 citations
with Yan Liu, Han Liu, Jaime G. Carbonell
Author Index Vol. 86, 2010
published 2010 · Pharmacology
with T Kaneda, Ryutaro Hayasaka, Yuta Nagai, Tsuyoshi Tajima, Norimoto Urakawa, Shinjiro Nakajyo, Kazumasa Shimizu, N Shimizu, Tsutomu Nakahara, Yuko Kubota, Kenji Sakamoto, Kunio Ishii, …
Policy iteration for customer-average performance optimization of closed queueing systems
published 2009 · Automatica · 21 citations
with Li Xia, Xi-Ren Cao
Geography: Graphics and Economics
published 2009 · The B E Journal of Economic Analysis & Policy · 21 citations
with William D. Nordhaus
Collusion in Group-buying Auction
published 2002 · Systems Engineering - Theory & Practice
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