You can find a full list of my publications on my Google Scholar profile.
Published in NeurIPS, 2022
Xu, Y.*, Khare, A.*, Matlin, G., Ramadoss, M., Kamaleswaran R., Zhang, C., Tumanov, A., 2022, December. UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification. Advances in Neural Information Processing Systems. *Equal contribution
Published in WSDM, 2021
Xu, Y., Mahajan, D., Manrao, L., Sharma, A., & Kiciman, E., 2021, March. Split-Treatments Analysis to Rank Heterogenous Causal Effects for Novel Treatments. In Proceedings of the International Conference on Web Search and Data Mining [Paper] [Slides] [Poster]
Published in KDD, 2020
Hong, S.*, Xu, Y.*, Khare, A.*, Priambada, S.*, Maher, K., Aljiffry, A., Sun, J., Tumanov, A., 2020, August. HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units. In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. ACM. *Equal contribution [Paper] [Code] [Video]
Published in KDD, 2018
Xu, Y., Biswal, S., Deshpande, S.R., Maher, K.O. and Sun, J., 2018, July. RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (pp. 2565-2573). ACM. [Paper] [Code] [Video]
Published in AMIA, 2017
Xu, Y., Bahadori, M.T., Searles, E., Thompson, M., Javier, T.S. and Sun, J., 2017. Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health Records. In AMIA Annual Symposium Proceedings (Vol. 2017, p. 1838). American Medical Informatics Association. [Paper]
Published in MLHC, 2016
Xu, Y., Xu, Y. and Saria, S., 2016, December. A Bayesian nonparametric approach for estimating individualized treatment-response curves. In Machine Learning for Healthcare Conference (pp. 282-300). [Paper] [Code]
Published in EDM **[Best Student Paper Award]**, 2012
Xu, Y. and Mostow, J., 2012. Comparison of Methods to Trace Multiple Subskills: Is LR-DBN Best?. International Educational Data Mining Society. [Paper] [Code]