Xin Du

16 papers A* 3B 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles.
ICDM
Xin Du, Subramanian Ramamoorthy, Wouter Duivesteijn, Jin Tian, Mykola Pechenizkiy
2025 — conf
Conformalized Exceptional Model Mining: Telling Where Your Model Performs (Not) Well.
ECML/PKDD (3)
Xin Du, Sikun Yang, Wouter Duivesteijn, Mykola Pechenizkiy
2025 J jnl
Conformalized Exceptional Model Mining: Telling Where Your Model Performs (Not) Well.
CoRR
Xin Du, Sikun Yang, Wouter Duivesteijn, Mykola Pechenizkiy
2022 A* conf
Risk-Driven Design of Perception Systems.
NeurIPS
Anthony Corso, Sydney M. Katz, Craig Innes, Xin Du, Subramanian Ramamoorthy, Mykel J. Kochenderfer
2022 J jnl
Risk-Driven Design of Perception Systems.
CoRR
Anthony L. Corso, Sydney M. Katz, Craig Innes, Xin Du, Subramanian Ramamoorthy, Mykel J. Kochenderfer
2022 J jnl
Vision Checklist: Towards Testable Error Analysis of Image Models to Help System Designers Interrogate Model Capabilities.
CoRR
Xin Du, Bénédicte Legastelois, Bhargavi Ganesh, Ajitha Rajan, Hana Chockler, Vaishak Belle, Stuart Anderson, Subramanian Ramamoorthy
2021 J jnl
Adversarial balancing-based representation learning for causal effect inference with observational data.
Data Min. Knowl. Discov.
Xin Du, Lei Sun, Wouter Duivesteijn, Alexander G. Nikolaev, Mykola Pechenizkiy
2021 J jnl
Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles.
CoRR
Xin Du, Subramanian Ramamoorthy, Wouter Duivesteijn, Jin Tian, Mykola Pechenizkiy
2020 J jnl
Causal Discovery from Incomplete Data: A Deep Learning Approach.
CoRR
Yuhao Wang, Vlado Menkovski, Hao Wang, Xin Du, Mykola Pechenizkiy
2020 J jnl
Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling.
Data Min. Knowl. Discov.
Xin Du, Yulong Pei, Wouter Duivesteijn, Mykola Pechenizkiy
2020 A* conf
Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data.
AAAI
Xin Du, Yulong Pei, Wouter Duivesteijn, Mykola Pechenizkiy
2020 J jnl
How to cheat the page limit.
WIREs Data Mining Knowl. Discov.
Wouter Duivesteijn, Sibylle Hess, Xin Du
2020 J jnl
struc2gauss: Structural role preserving network embedding via Gaussian embedding.
Data Min. Knowl. Discov.
Yulong Pei, Xin Du, Jianpeng Zhang, George Fletcher, Mykola Pechenizkiy
2019 J jnl
Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational Data.
CoRR
Xin Du, Lei Sun, Wouter Duivesteijn, Alexander G. Nikolaev, Mykola Pechenizkiy
2018 B conf
ELBA: Exceptional Learning Behavior Analysis.
EDM
Xin Du, Wouter Duivesteijn, Mykola Pechenizkiy
2018 J jnl
struc2gauss: Structure Preserving Network Embedding via Gaussian Embedding.
CoRR
Yulong Pei, Xin Du, Jianpeng Zhang, George H. L. Fletcher, Mykola Pechenizkiy