On the Consistency of Maximum Likelihood Estimators for Causal Network Identification. - Xiaotian Xie; Dimitrios Katselis; Carolyn L. Beck; R. Srikant 001 (IEEE Control. Syst. Lett., 2022)

Finite Sample Analysis for Structured Discrete System Identification. - Xiaotian Xie; Dimitrios Katselis; Carolyn L. Beck; R. Srikant 001 (IEEE Trans. Autom. Control., 2023)

Exploring heterophily in calibration of graph neural networks. - Xiaotian Xie; Biao Luo 001; Yingjie Li 008; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2024)

Robustness Analysis of High-Speed Railway Networks Against Cascading Failures: From a Multi-Layer Network Perspective. - Junfeng Ma; Shan Ma; Xiaotian Xie; Weihua Gui 001 (IEEE Trans. Netw. Sci. Eng., 2024)

Task Calibration: Calibrating Large Language Models on Inference Tasks. - Yingjie Li; Yun Luo; Xiaotian Xie; Yue Zhang (ACL (Findings), 2025)