David Leake

David Leake is a Professor of Computer Science at Indiana University's Luddy School of Informatics, Computing and Engineering, where he served as Executive Associate Dean from 2012-2021. He holds a Ph.D. in Computer Science from Yale University (1990) and is Editor in Chief Emeritus of AI Magazine after 17 years of service.

His research focuses on artificial intelligence and cognitive science, including case-based reasoning, explanation generation, neuro-symbolic AI, intelligent information systems, and multistrategy learning. He has authored over 200 publications with 9,000+ citations.

Recent publications demonstrate strong focus on integrating case-based reasoning with deep learning and large language models, particularly for explainable AI. Research spans hybrid AI systems, neural network implementations, and human-centered explanation methods.

Scientific Awards:

• AAAI Distinguished Service Award (2014)
• Five-time best paper winner at International Conference on Case-Based Reasoning

He advises graduate students and leads research funded by NSF, NASA, and ONR. Directs projects including SWALE (creative explanation) and the Stamping Advisor system. Maintains the IUCBRF Java framework and pedagogical resources for case-based reasoning.