Research

See my Google Scholar profile for a complete list of publications.

Papers

On Logical Extrapolation for Mazes with Recurrent and Implicit Networks
Brandon Knutson, Amandin Chyba Rabeendran, Michael Ivanitskiy, Jordan Pettyjohn, Cecilia Diniz-Behn, Samy Wu Fung, Daniel McKenzie
AAAI 2026 (oral presentation)
[Paper] [Code] [Project page]

maze-dataset: Maze Generation with Algorithmic Variety and Representational Flexibility
Michael Ivanitskiy, Aaron Sandoval, Alexander F. Spies, Tilman Räuker, Brandon Knutson, Cecilia Diniz Behn, Samy Wu Fung
Journal of Open Source Software, 2025
[Paper] [Code]

Faster Implicit Network Training via Random Truncation
Manuscript in preparation

Talks

On Logical Extrapolation for Mazes with Recurrent and Implicit Networks
AAAI 2026, Singapore — oral presentation
[Video] [Slides] [Poster]