Reward Shaping from Hybrid Systems Models in Reinforcement Learning. - Marian Qian; Stefan Mitsch (NFM, 2023)

Social Genome: Grounded Social Reasoning Abilities of Multimodal Models. - Leena Mathur; Marian Qian; Paul Pu Liang; Louis-Philippe Morency (CoRR, 2025)