ELBA: Exceptional Learning Behavior Analysis. - Xin Du 006; Wouter Duivesteijn; Mykola Pechenizkiy (EDM, 2018)

struc2gauss: Structure Preserving Network Embedding via Gaussian Embedding. - Yulong Pei; Xin Du 006; Jianpeng Zhang; George H. L. Fletcher; Mykola Pechenizkiy (CoRR, 2018)

Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data. - Xin Du 006; Yulong Pei; Wouter Duivesteijn; Mykola Pechenizkiy (AAAI, 2020)

Causal Discovery from Incomplete Data: A Deep Learning Approach. - Yuhao Wang; Vlado Menkovski; Hao Wang; Xin Du 006; Mykola Pechenizkiy (CoRR, 2020)

Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling. - Xin Du 006; Yulong Pei; Wouter Duivesteijn; Mykola Pechenizkiy (Data Min. Knowl. Discov., 2020)

struc2gauss: Structural role preserving network embedding via Gaussian embedding. - Yulong Pei; Xin Du 006; Jianpeng Zhang; George Fletcher 001; Mykola Pechenizkiy (Data Min. Knowl. Discov., 2020)

How to cheat the page limit. - Wouter Duivesteijn; Sibylle Hess; Xin Du 006 (WIREs Data Mining Knowl. Discov., 2020)

Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles. - Xin Du 006; Subramanian Ramamoorthy; Wouter Duivesteijn; Jin Tian; Mykola Pechenizkiy (CoRR, 2021)

Adversarial balancing-based representation learning for causal effect inference with observational data. - Xin Du 006; Lei Sun; Wouter Duivesteijn; Alexander G. Nikolaev; Mykola Pechenizkiy (Data Min. Knowl. Discov., 2021)

Risk-Driven Design of Perception Systems. - Anthony Corso 001; Sydney M. Katz; Craig Innes; Xin Du 006; Subramanian Ramamoorthy; Mykel J. Kochenderfer (NeurIPS, 2022)

Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities. - Xin Du 006; Bénédicte Legastelois; Bhargavi Ganesh; Ajitha Rajan; Hana Chockler; Vaishak Belle; Stuart Anderson; Subramanian Ramamoorthy (CoRR, 2022)

Conformalized Exceptional Model Mining: Telling Where Your Model Performs (Not) Well. - Xin Du 006; Sikun Yang; Wouter Duivesteijn; Mykola Pechenizkiy (CoRR, 2025)