22 citations · 24 across the 6 of their papers we have counts for
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stat.ML2026
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…
stat.ML2025★ 1 cited
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…
stat.ML2023
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…