| 2026 | AIME | Machine Learning-Based Survival Prediction of Outcomes in Myelodysplastic Syndromes. | Fayeq Jeelani Syed, Ziming Cui, Dulat Bekbolsynov, Michael Sloma, Stanislaw Stepkowski, Kevin S. Xu |
| 2024 | AIME | Minimizing Survey Questions for PTSD Prediction Following Acute Trauma. | Ben Kurzion, Chia-Hao Shih, Hong Xie, Xin Wang, Kevin S. Xu |
| 2022 | ICML | The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks. | Hadeel Soliman, Lingfei Zhao, Zhipeng Huang, Subhadeep Paul, Kevin S. Xu |
| 2022 | UAI | A mutually exciting latent space Hawkes process model for continuous-time networks. | Zhipeng Huang, Hadeel Soliman, Subhadeep Paul, Kevin S. Xu |
| 2021 | AIME | Predicting Kidney Transplant Survival Using Multiple Feature Representations for HLAs. | Mohammadreza Nemati, Haonan Zhang, Michael Sloma, Dulat Bekbolsynov, Hong Wang, Stanislaw Stepkowski, Kevin S. Xu |
| 2019 | WWW | Personalized Degrees: Effects on Link Formation in Dynamic Networks from an Egocentric Perspective. | Makan Arastuie, Kevin S. Xu |
| 2019 | WWW | The Block Point Process Model for Continuous-time Event-based Dynamic Networks. | Ruthwik R. Junuthula, Maysam Haghdan, Kevin S. Xu, Vijay K. Devabhaktuni |
| 2018 | ICMLA | Pilot Skill Level and Workload Prediction for Sliding-Scale Autonomy. | Sai K. R. Nittala, Colin P. Elkin, Jay M. Kiker, Robert Meyer, James Curro, Ali K. Reiter, Kevin S. Xu, Vijay K. Devabhaktuni |
| 2018 | ICWSM | Leveraging Friendship Networks for Dynamic Link Prediction in Social Interaction Networks. | Ruthwik R. Junuthula, Kevin S. Xu, Vijay K. Devabhaktuni |
| 2017 | ISWC | Unsupervised motion artifact detection in wrist-measured electrodermal activity data. | Yuning Zhang, Maysam Haghdan, Kevin S. Xu |
| 2016 | SDM | Regularized Parametric Regression for High-dimensional Survival Analysis. | Yan Li, Kevin S. Xu, Chandan K. Reddy |
| 2015 | AISTATS | Stochastic Block Transition Models for Dynamic Networks. | Kevin S. Xu |
| 2015 | ICML | Consistent estimation of dynamic and multi-layer block models. | Qiuyi Han, Kevin S. Xu, Edoardo M. Airoldi |
| 2010 | ICASSP | Evolutionary spectral clustering with adaptive forgetting factor. | Kevin S. Xu, Mark Kliger, Alfred O. Hero III |