Quantile Off-Policy Evaluation via Deep Conditional Generative Learning. - Yang Xu 089; Chengchun Shi; Shikai Luo; Lan Wang; Rui Song 006 (CoRR, 2022)

An Instrumental Variable Approach to Confounded Off-Policy Evaluation. - Yang Xu 089; Jin Zhu; Chengchun Shi; Shikai Luo; Rui Song 006 (ICML, 2023)

Multi-Preview Recommendation via Reinforcement Learning. - Yang Xu 089; Kuan-Ting Lai; Pengcheng Xiong; Zhong Wu (RecSys, 2024)

Linear Contextual Bandits with Interference. - Yang Xu 089; Wenbin Lu; Rui Song 006 (CoRR, 2024)

Multi-Task Combinatorial Bandits for Budget Allocation. - Lin Ge; Yang Xu 089; Jianing Chu; David Cramer; Fuhong Li; Kelly Paulson; Rui Song 006 (KDD (1), 2025)

Doubly Robust Uncertainty Quantification for Quantile Treatment Effects in Sequential Decision Making. - Yang Xu 089; Chengchun Shi; Shikai Luo; Lan Wang; Rui Song 006 (Trans. Mach. Learn. Res., 2025)

A Review of Causal Decision Making. - Lin Ge; Hengrui Cai; Runzhe Wan; Yang Xu 089; Rui Song 006 (CoRR, 2025)

Off-Policy Evaluation Under Nonignorable Missing Data. - Han Wang; Yang Xu 089; Wenbin Lu; Rui Song 006 (CoRR, 2025)