| Adnan Darwiche, UCLA |
| Denver Dash, Intel Labs Pittsburgh |
| Rina Dechter, UC-Irvine |
| Francisco Diez, UNED |
| Norman Fenton, Queen Mary University |
| Alan Fern, Oregon State University |
| Emily Fox, University of Washington |
| Lise Getoor, University of Maryland |
| Alexander Ihler, UC Irvine |
| Tommy Jaakkola, MIT |
| Dominik Janzing, Max Planck Institute |
| Kristian Kersting, Fraunhofer IAIS |
| Helge Langseth, The Norwegian University of Science and Technology |
| Kathryn Laskey, George Mason University |
| Guy Lebanon, Georgia Tech |
| Tze Yun Leong, National University of Singapore |
| Kevin Leyton-Brown, University of British Columbia |
| Chris Meek, Microsoft Research |
| Brian Milch, Google |
| Remi Munos, INRIA Lille |
| Petri Myllymaki, Helsinki Institute for Information Technology |
| Thomas Nielsen, Aalborg University |
| Nuria Oliver, Telefonica |
| Ronald Parr, Duke University |
| Avi Pfeffer, Charles River Analytics |
| David Poole, University of British Columbia |
| Greg Provan, Univesity College Cork |
| Thomas Richardson, University of Washington |
| Dale Schuurmans, University of Alberta |
| Christian Shelton, UC Riverside |
| Prakash Shenoy, University of Kansas |
| Ricardo Silva, University College London |
| Alex Smola, CMU/Google |
| Peter Spirtes, Carnegie Mellon University |
| Jin Tian, Iowa State University |
| Yair Weiss, Hebrew University |
| Michael Wellman, University of Michigan |
| Dit-Yan Yeung, Hong Kong University of Science and Technology |
| Nevin Zhang, The Hong Kong Unversity of Science & Technology |