Phased Instruction Fine-Tuning for Large Language Models. - Wei Pang; Chuan Zhou 013; Xiao-Hua Zhou; Xiaojie Wang (ACL (Findings), 2024)

UMVUE-DR: Uniformly Minimum Variance Unbiased Doubly Robust Learning with Reduced Bias and Variance for Debiased Recommendation. - Chunyuan Zheng 001; Taojun Hu; Chuan Zhou 013; Xiao-Hua Zhou (ICDM (Workshops), 2024)

A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured Confounding. - Chuan Zhou 013; Yaxuan Li 002; Chunyuan Zheng 001; Haiteng Zhang; Min Zhang 005; Haoxuan Li 001; Mingming Gong (KDD (1), 2025)