Task Detection in Continual Learning via Familiarity Autoencoders. - Maxwell J. Jacobson; Case Q. Wright; Nan Jiang 012; Gustavo Rodriguez-Rivera; Yexiang Xue (SMC, 2022)

Human-centered XAI for Burn Depth Characterization. - Maxwell J. Jacobson; Daniela Chanci Arrubla; Maria Romeo Tricas; Gayle Gordillo; Yexiang Xue; Chandan K. Sen; Juan P. Wachs (CoRR, 2022)

Hypothesis Network Planned Exploration for Rapid Meta-Reinforcement Learning Adaptation. - Maxwell Joseph Jacobson; Yexiang Xue (CoRR, 2023)

Integrating symbolic reasoning into neural generative models for design generation. - Maxwell J. Jacobson; Yexiang Xue (Artif. Intell., 2025)

CALM: Contextual Analog Logic with Multimodality. - Maxwell J. Jacobson; Corey J. Maley; Yexiang Xue (CoRR, 2025)