Default risk prediction and feature extraction using a penalized deep neural network. - Cunjie Lin; Nan Qiao 010; Wenli Zhang; Yang Li 070; Shuangge Ma (Stat. Comput., 2022)

Fast and Robust Low-Rank Learning over Networks: A Decentralized Matrix Quantile Regression Approach. - Nan Qiao 010; Canyi Chen (J. Comput. Graph. Stat., 2024)

Robust and efficient sparse learning over networks: a decentralized surrogate composite quantile regression approach. - Nan Qiao 010; Canyi Chen; Zhengtian Zhu (Stat. Comput., 2025)

Efficient Distributed Learning over Decentralized Networks with Convoluted Support Vector Machine. - Canyi Chen; Nan Qiao 010; Liping Zhu (CoRR, 2025)