| 2019 | UAI | Identification In Missing Data Models Represented By Directed Acyclic Graphs. | Rohit Bhattacharya, Razieh Nabi, Ilya Shpitser, James M. Robins |
| 2013 | UAI | Sparse Nested Markov models with Log-linear Parameters. | Ilya Shpitser, Robin J. Evans, Thomas S. Richardson, James M. Robins |
| 2012 | UAI | Nested Markov Properties for Acyclic Directed Mixed Graphs. | Thomas S. Richardson, James M. Robins, Ilya Shpitser |
| 2011 | UAI | An Efficient Algorithm for Computing Interventional Distributions in Latent Variable Causal Models. | Ilya Shpitser, Thomas S. Richardson, James M. Robins |
| 2010 | UAI | On the Validity of Covariate Adjustment for Estimating Causal Effects. | Ilya Shpitser, Tyler J. VanderWeele, James M. Robins |
| 2009 | IJCAI | Testing Edges by Truncations. | Ilya Shpitser, Thomas S. Richardson, James M. Robins |
| 1997 | UAI | Estimation of Effects of Sequential Treatments by Reparameterizing Directed Acyclic Graphs. | James M. Robins, Larry A. Wasserman |
| 1995 | UAI | Probabilistic evaluation of sequential plans from causal models with hidden variables. | Judea Pearl, James M. Robins |