| 2019 | AISTATS | A Stein-Papangelou Goodness-of-Fit Test for Point Processes. | Jiasen Yang, Vinayak A. Rao, Jennifer Neville |
| 2019 | ICLR | Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs. | Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak A. Rao, Bruno Ribeiro |
| 2019 | ICML | Relational Pooling for Graph Representations. | Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak A. Rao, Bruno Ribeiro |
| 2018 | AISTATS | Nested CRP with Hawkes-Gaussian Processes. | Xi Tan, Vinayak A. Rao, Jennifer Neville |
| 2018 | ICDM | Multi-level Hypothesis Testing for Populations of Heterogeneous Networks. | Guilherme Gomes, Vinayak A. Rao, Jennifer Neville |
| 2018 | ICML | Goodness-of-fit Testing for Discrete Distributions via Stein Discrepancy. | Jiasen Yang, Qiang Liu, Vinayak A. Rao, Jennifer Neville |
| 2018 | UAI | The Indian Buffet Hawkes Process to Model Evolving Latent Influences. | Xi Tan, Vinayak A. Rao, Jennifer Neville |
| 2017 | UAI | Decoupling Homophily and Reciprocity with Latent Space Network Models. | Jiasen Yang, Vinayak A. Rao, Jennifer Neville |
| 2016 | ICML | Markov-modulated Marked Poisson Processes for Check-in Data. | Jiangwei Pan, Vinayak A. Rao, Pankaj K. Agarwal, Alan E. Gelfand |
| 2016 | UAI | Content-based Modeling of Reciprocal Relationships using Hawkes and Gaussian Processes. | Xi Tan, Syed A. Z. Naqvi, Yuan (Alan) Qi, Katherine A. Heller, Vinayak A. Rao |
| 2015 | ICML | A Multitask Point Process Predictive Model. | Wenzhao Lian, Ricardo Henao, Vinayak A. Rao, Joseph E. Lucas, Lawrence Carin |
| 2014 | ICML | Modeling Correlated Arrival Events with Latent Semi-Markov Processes. | Wenzhao Lian, Vinayak A. Rao, Brian Eriksson, Lawrence Carin |
| 2013 | ICML | Dependent Normalized Random Measures. | Changyou Chen, Vinayak A. Rao, Wray L. Buntine, Yee Whye Teh |
| 2011 | UAI | Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks. | Vinayak A. Rao, Yee Whye Teh |