22 citations · 24 across the 6 of their papers we have counts for
6 papers
Conformal Robustness in Prediction-Driven Decision-Making
Lingjie Zhao, Hansheng Jiang, Wei Qi
Modern prediction-driven decision systems often rely on black-box predictors, but a point forecast alone does not provide the uncertainty scale required for robust downstream decis…
Spatial Supply Repositioning with Censored Demand Data
Hansheng Jiang, Chunlin Sun, Zuo-Jun Max Shen
We consider a network inventory system motivated by one-way, on-demand vehicle sharing services. Under uncertain and correlated network demand, the service operator periodically re…
Smoothness-Adaptive Dynamic Pricing with Nonparametric Demand Learning
Zeqi Ye, Hansheng Jiang
We study the dynamic pricing problem where the demand function is nonparametric and Hölder smooth, and we focus on adaptivity to the unknown Hölder smoothness parameter of the…
Simulation-Based Evaluation of Energy-Constrained Quantum-Classical Competition
Junyu Liu, Hansheng Jiang, Zuo-Jun Max Shen
This paper develops a simulation-based framework for evaluating the energy implications of quantum and classical computing firms competing in a market with limited energy resources…
Quantum Computing Methods for Supply Chain Management
Hansheng Jiang, Zuo-Jun Max Shen, Junyu Liu
Quantum computing is expected to have transformative influences on many domains, but its practical deployments on industry problems are underexplored. We focus on applying quantum…
A Nonparametric Maximum Likelihood Approach to Mixture of Regression
Hansheng Jiang, Adityanand Guntuboyina
We study mixture of linear regression (random coefficient) models, which capture population heterogeneity by allowing the regression coefficients to follow an unknown distribution…