People

Current Members
Faculty
Kenneth D. Forbus
- Walter P. Murphy Professor of Computer Science and Professor of Education
Staff
Madeline Usher
- Senior Software Developer
- Currently involved in the SILC program developing CogSketch; I've also been involved in many QRG projects, including nuSketch, sKEA, and Companions. Interests include spatial reasoning, human/computer interaction, and digital assistants.
Graduate Students
Walker Demel
- Walker joined QRG in Fall 2021. His research interests include qualitative reasoning and cognitive architecture.
William Hancock
- Will's research interests include analogical learning and qualitative representations for episodic memories.
Omar Khater
- Omar joined QRG in Fall 2024.
Xin Lian
- Xin joined QRG in Fall 2024.
Constantine Nakos
- Constantine Nakos joined QRG in Fall 2016. His research interests include natural language processing, text generation, and knowledge representation. He is currently working on NLG tools for use in QRG projects.
Taylor Olson
- Taylor Olson joined QRG in Fall 2018. His interests lie at the intersection of artificial intelligence and philosophy. Currently, he is working on creating foundations for learning social and moral norms from natural language.
Roberto Salas
- Roberto joined QRG in Fall of 2021. His research interests include sketch understanding, language understanding, and AI for education
Wangcheng Xu
- Wangcheng joined QRG in Fall of 2021. His research interests include visual understanding, language understanding, and learning to reason
Jiahong Zheng
- Jiahong joined QRG in Fall 2024.
Zoie Zhao
- Zoie joined QRG in Fall 2024.
Affiliated Faculty
Dedre Gentner, Professor of Psychology
Chris Riesbeck, Professor of Computer Science

Past Visitors
Tomoya Horiguchi, Kobe University
- Visiting Researcher, Fall 2010 through Summer 2011
Hyeon Kyeong Kim, Hanshin University, Korea
- Visiting Professor, 2004-2005


Alumni
Arun Ahuja, Mount Sinai Health System
- M.S., 2010
Julie Baher, Illumina
- Ph.D., 2000
James Baker, Tableau Software
- M.S., 2006
David Barbella, Earlham College
- Ph.D., 2016
Thomas Bittner, State University of New York at Buffalo
- Postdoc, 2000-2002
Christopher Blair, Amazon
- M.S. 2012
Joe Blass
- Ph.D. 2023. Joe Blass was a member of Northwestern's JD-PhD program and wants to build scalable, inspectable, comprehensible legal reasoning systems. His thesis focuses on extracting and applying legal rules from legal precedents; in the past he has worked on modeling commonsense reasoning and moral reasoning.
Mike Brokowski, University of California, Merced
- Postdoc
Karen Elizabeth Carney, Chicago Friends School
- M.S., 2007
Maria Chang, IBM Research
- Ph.D., 2016
Vernell Chapman, Instinet
- B.S., 2005
Kezhen Chen
- Ph.D., 2021. Kezhen Chen joined QRG in Fall 2016. He is interested in qualitative reasoning in vision and language understanding, spatial reasoning, cognitive modeling and neural-symbolic models.
John Collins
- Ph.D., 1994
Max Crouse
- Ph.D. 2021. Max joined QRG in Fall 2015. His research interests are in building reasoning systems to acquire and handle human levels of knowledge.
Jonathan Davis, Atypon
- M.S., 2010
Dennis DeCoste, Apple
- Ph.D., 1994
Morteza Dehghani, University of Southern California
- Ph.D., December 2009
Kevin Dill, Lockheed Martin Advanced Simulation Center
- M.S., 2001
Greg Dunham, Microsoft
- M.S., 2005
Patricia Dyck, Stratford Managers Corporation
- M.S., 2005
John Everett, Deputy Director, DARPA I2O
- Ph.D., 1997
Brian Falkenhainer, Resonant Software
- Ph.D., 1989
Boi Faltings, École polytechnique fédérale de Lausanne (EPFL)
- Ph.D., 1987
Ronald W. Ferguson, Leidos, Inc.
- Ph.D., 2001
Scott Friedman, Smart Information Flow Technologies
- Ph.D., June 2012
Daniel Halstead
- Ph.D., September 2011
Tom Hinrichs
- Research Associate Professor, retired
Philip Houk, Peak6
- M.S., 2004
Balasubramanian ("Subu") Kandaswamy
- Ph.D., 2016
Matthew Klenk, Toyoto Research Institute
- Ph.D., 2009
Sven Kuehne, NATO
- Ph.D., June 2004
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Chen Liang
- Ph.D. 2018, now at Google Brain
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Mukundan Kuthalam
Kate Lockwood, St. Paul Academy and Summit School
- Ph.D., December 2009
Andrew Lovett, US Naval Research Laboratory
- Ph.D., June 2012
Joyce Ma, Exploratorium
- Ph.D., June 2001
Clifton McFate, Elemental Cognition
- Ph.D. 2018
Matt McLure
- Ph.D., 2019. Matt McLure wants to investigate what it would take for a cognitive architecture to participate in robust concept learning through long-term, multi-modal interaction. To this end, he is particularly interested in active learning techniques, flexible representation schemes, re-representation strategies, and sketch understanding. He has been with QRG since the fall of 2009, and is involved in the Freeciv, Companions, and CogSketch projects.
Cara J. Meverden, Medium.com
- B.S.
Paul Nielsen, Fulcrum Edge, Inc.
- Ph.D., 1988
Praveen Paritosh, Google
- Ph.D., 2007
Yusuf Pisan, University of Technology Sydney
- Ph.D., 1998
Irina Rabkina
- Ph.D. 2020. Irina joined QRG in fall 2015. She is interested in using artificial intelligence techniques to improve our understanding of human cognition, and our understanding of human cognition to improve artificial intelligence techniques. She is currently working on modeling Theory of Mind. Danilo Neves Ribeiro, Amazon Science
- Ph.D. 2023. Danilo joined QRG in Spring 2017. His research interests include natural language, question answering, knowledge extraction. He wants to explore ideas on how AI system can benefit from data efficient learning methods and continuous learning.
Abhishek Sharma, Cycorp
- Ph.D., 2011
Nikitas Sgouros, University of Piraeus
- Ph.D., 1994
Emmett Tomai, The University of Texas Rio Grande Valley
- Ph.D., December 2009
Leo C. Ureel II, Michigan Tech
Jon Wetzel, Arizona State University
- Ph.D., 2014

Jin Yan-Staal, SL Capital Partners
- M.S., 2006