| 2014 | AAAI | A Spatially Sensitive Kernel to Predict Cognitive Performance from Short-Term Changes in Neural Structure. | M. Hidayath Ansari, Michael H. Coen, Barbara B. Bendlin, Mark A. Sager, Sterling C. Johnson |
| 2011 | AAAI | Learning from Spatial Overlap. | Michael H. Coen, M. Hidayath Ansari, Nathanael Fillmore |
| 2011 | CogSci | Dynamics of Neuropsychological Testing. | Michael H. Coen, Timothy Chang, Bruce P. Hermann, Asenath La Rue, Mark A. Sager |
| 2010 | ICML | Comparing Clusterings in Space. | Michael H. Coen, M. Hidayath Ansari, Nathanael Fillmore |
| 2007 | AAAI | Learning to Sing Like a Bird: The Self-Supervised Acquisition of Birdsong. | Michael H. Coen |
| 2006 | AAAI | Self-Supervised Acquisition of Vowels in American English. | Michael H. Coen |
| 2005 | AAAI | Cross-Modal Clustering. | Michael H. Coen |
| 2001 | IJCAI | Multimodal Integration A Biological View. | Michael H. Coen |
| 2000 | AAAI | Non-Deterministic Social Laws. | Michael H. Coen |
| 1998 | AAAI | Design Principles for Intelligent Environments. | Michael H. Coen |
| 1997 | AAAI | Building Brains for Rooms: Designing Distributed Software Agents. | Michael H. Coen |
| 1994 | AAAI | SodaBot: A Software Agent Environment and Construction System. | Michael H. Coen |
| 1994 | AAAI | An Experiment in the Design of Software Agents. | Henry A. Kautz, Bart Selman, Michael H. Coen, Steven P. Ketchpel, Chris Ramming |