Jay Pujara
Research Associate Professor
Précis
- Director, Center on Knowledge Graphs
- Research Associate Professor, USC CS
- Principal Scientist, Information Sciences Institute
- Areas: AI, ML, NLP, Knowledge Graphs
- Postdoc, UC Santa Cruz (2016-2017)
- PhD, University of Maryland, College Park (2010-2016)
- Research Intern, Google (2014) & LinkedIn (2012)
- Senior Engineer, Yahoo! Mail Antispam (2006-2010)
- MS and BS, Carnegie Mellon University (2000-2005)
- 4 best paper awards and over 50 refereed publications
- Research Group: JAUNTS
- E-mail: jay@cs.umd.edu
News
- Summer 2024
-
Now a Research Associate Professor of CS at USC
Our NSF project on Table Understanding for Paleoclimate Studies was funded
Paper on Faithful Conversational Data with Pegah in ACL Findings
- Spring 2024
-
Congratulations to new JAUNTS grads Kexuan Sun, Pei Zhou, & Avijit Thawani
Paper on Decoder-only Unlimiformer with Kian at COLING
Paper on Reranking for KGQA with Kexuan at COLING
Demo on Reducing Diet Water Footprints with Saurav at AAAI
- Fall 2023
-
Awarded SWSA Ten-Year Award for Knowledge Graph Identification
Paper on KG Usability at ISWC with Ana & Kian
4 Papers at EMNLP: TKG forecasting, LLM data creation, live-stream moderation, & token learning
Education
University of Maryland, College Park, 2010-2016
School of Computer Science
Ph.D. Computer Science
Thesis: Probabilistic Models for Scalable Knowledge Graph Construction
University of California, Santa Cruz, 2014-2015
Jack Baskin School of Engineering
Visiting Student
Carnegie Mellon University, 2014
Machine Learning Department
Visiting Research Scholar
Carnegie Mellon University, 2004-2005
School of Computer Science
M.S. Computer Science
Thesis: Understanding Feature Selection in Functional Magnetic Resonance Imaging
Carnegie Mellon University, 2000-2004
School of Computer Science
B.S. Computer Science
Minors in Logic and Computation, Mathematical Science, and Robotics
Thesis: Machine Learning Classification of fMRI data
University Honors and College Honors
Carnegie Mellon University, 2001-2004
Carnegie Institute of Technology
B.S. Electrical and Computer Engineering
University Honors
Carnegie Mellon University, 2001-2004
School of Humanities and Social Sciences
B.S. Cognitive Science
University Honors
Awards
Outstanding Paper Award, Intelligent User Interfaces, 2019
Top Reviewer, Neural Information Processing Systems, 2018
Best Paper Award, Statistical Relational Learning Workshop, 2016
Outstanding Reviewer, International Joint Conference on AI, 2016
Best Student Paper Award, International Semantic Web Conference, 2013
Best Paper Award, Collaboration, Electronic Messaging, Anti-abuse, and Spam, 2011
Dean’s Fellowship Award, University of Maryland, College Park, 2010-2012
Yahoo! FREP Award, “Active Feature Acquisition”, Advisor: Martin Zinkevich, 2010-2012
Lemonade Stand Multi-agent Competition, 2nd place, 2009; 3rd place, 2010
Experience
University of Southern California, Marina del Rey, CA, 2017-
Research Associate Professor, Computer Science (2024-)
Research Assistant Professor, Computer Science (2017-2024)
Principal Scientist, Information Sciences Institute
Research Team Lead Information Sciences Institute
Research Lead Information Sciences Institute
Keston Researcher in Residence, Information Sciences Institute
University of California, Santa Cruz, CA, 2017-
Research Consultant, Data, Discovery, Decisions Data Science Center
University of California, Santa Cruz, CA, 2016-2017
Postdoctoral Researcher, Jack Baskin School of Engineering
University of California, Santa Cruz, CA, 2016
Lecturer, Technology and Information Management
University of Maryland, College Park, MD, 2010-2016
Graduate Research Assistant, Artificial Intelligence
Google Inc., Mountain View, CA, 2014
Research Intern, Knowledge Vault Team
LinkedIn Corp., Mountain View, CA, 2012
Data Science Intern, Skills Team
Yahoo! Inc., (remote), 2010-2012
Data Scientist, Yahoo! Mail Antispam
Yahoo! Inc., Sunnyvale, CA, 2006-2010
Senior Software Engineer, Yahoo! Mail Antispam
Oracle Corp., Redwood Shores, CA, 2005-2006
Software Engineer, Business Intelligence
Carnegie Mellon University, Pittsburgh, PA, 2004
Graduate Research Assistant, Machine Learning
University of Pittsburgh, Pittsburgh, PA, 2003
Research Programmer, Learning R&D Center
Internal Drive Corp., Stanford, CA, 2002
Camp Instructor, Game Programming & C++
Carnegie Mellon University, Pittsburgh, PA, 2001
Research Programmer, Robotics Institute