| 2025 | CogSci | Exploring the Cognitive Diversity of Political Concepts. | Astghik Altunyan, Shimon Edelman |
| 2012 | CogSci | Online learning of causal structure in a dynamic game situation. | Yue Gao, Eyal Nitzany, Shimon Edelman |
| 2012 | CVPR | Image description with a goal: Building efficient discriminating expressions for images. | Amir Sadovnik, Yi-I Chiu, Noah Snavely, Shimon Edelman, Tsuhan Chen |
| 2011 | CogSci | Learning a graph-structured generative probabilistic grammar of linguistic experience. | Oren Kolodny, Arnon Lotem, Shimon Edelman |
| 2011 | CogSci | Local statistical learning under cross-situational uncertainty. | Luca Onnis, Shimon Edelman, Heidi Waterfall |
| 2011 | CogSci | The Role of Hierarchy in Learning to Categorize Images. | Reza Shahbazi, David J. Field, Shimon Edelman |
| 2009 | PACLIC | Machine Translation Using Automatically Inferred Construction-Based Correspondence and Language Models. | Shimon Edelman, Zach Solan |
| 1996 | ICRA | Learning to grasp using visual information. | Ishay Kamon, Tamar Flash, Shimon Edelman |
| 1994 | ICPR | A new approach to qualitative stereo. | Yacov Hel-Or, Shimon Edelman |
| 1992 | ECCV | Learning to Recognize Faces from Examples. | Shimon Edelman, Daniel Reisfeld, Yehezkel Yeshurun |
| 1985 | ICPP | Quadtrees in Concurrent PROLOG. | Shimon Edelman, Ehud Shapiro |