Black, Mitchell

7 publications

ICLR 2026 ReFORM: Reflected Flows for On-Support Offline RL via Noise Manipulation Songyuan Zhang, Oswin So, H M Sabbir Ahmad, Eric Yang Yu, Matthew Cleaveland, Mitchell Black, Chuchu Fan

ICLR 2026 Solving Parameter-Robust Avoid Problems with Unknown Feasibility Using Reinforcement Learning Oswin So, Eric Yang Yu, Songyuan Zhang, Matthew Cleaveland, Mitchell Black, Chuchu Fan

ICLR 2025 Discrete GCBF Proximal Policy Optimization for Multi-Agent Safe Optimal Control Songyuan Zhang, Oswin So, Mitchell Black, Chuchu Fan

ICML 2025 Geometric Generative Modeling with Noise-Conditioned Graph Networks Peter Pao-Huang, Mitchell Black, Xiaojie Qiu

ICML 2024 Biharmonic Distance of Graphs and Its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering Mitchell Black, Lucy Lin, Weng-Keen Wong, Amir Nayyeri

ICML 2024 Comparing Graph Transformers via Positional Encodings Mitchell Black, Zhengchao Wan, Gal Mishne, Amir Nayyeri, Yusu Wang

ICML 2023 Understanding Oversquashing in GNNs Through the Lens of Effective Resistance Mitchell Black, Zhengchao Wan, Amir Nayyeri, Yusu Wang