Auditing ML Models for Individual Bias and Unfairness. - Songkai Xue; Mikhail Yurochkin; Yuekai Sun (AISTATS, 2020)

A Flexible Latent Space Model for Multilayer Networks. - Xuefei Zhang; Songkai Xue; Ji Zhu (ICML, 2020)

Statistical inference for individual fairness. - Subha Maity; Songkai Xue; Mikhail Yurochkin; Yuekai Sun (ICLR, 2021)

Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees. - Songkai Xue; Yuekai Sun; Mikhail Yurochkin (NeurIPS, 2022)

Distributionally Robust Performative Prediction. - Songkai Xue; Yuekai Sun (NeurIPS, 2024)

How does overparametrization affect performance on minority groups? - Saptarshi Roy; Subha Maity; Songkai Xue; Mikhail Yurochkin; Yuekai Sun (Trans. Mach. Learn. Res., 2025)