| 2025 | ICLR | Discrete GCBF Proximal Policy Optimization for Multi-agent Safe Optimal Control. | Songyuan Zhang, Oswin So, Mitchell Black, Chuchu Fan |
| 2025 | ICML | Geometric Generative Modeling with Noise-Conditioned Graph Networks. | Peter Pao-Huang, Mitchell Black, Xiaojie Qiu |
| 2024 | ICML | 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 |
| 2024 | ICML | Comparing Graph Transformers via Positional Encodings. | Mitchell Black, Zhengchao Wan, Gal Mishne, Amir Nayyeri, Yusu Wang |
| 2024 | IROS | CBFkit: A Control Barrier Function Toolbox for Robotics Applications. | Mitchell Black, Georgios Fainekos, Bardh Hoxha, Hideki Okamoto, Danil V. Prokhorov |
| 2023 | ICML | Understanding Oversquashing in GNNs through the Lens of Effective Resistance. | Mitchell Black, Zhengchao Wan, Amir Nayyeri, Yusu Wang |
| 2023 | ICRA | Safety Under Uncertainty: Tight Bounds with Risk-Aware Control Barrier Functions. | Mitchell Black, Georgios Fainekos, Bardh Hoxha, Danil V. Prokhorov, Dimitra Panagou |
| 2022 | ICALP | Hodge Decomposition and General Laplacian Solvers for Embedded Simplicial Complexes. | Mitchell Black, Amir Nayyeri |
| 2022 | SODA | Computational Topology in a Collapsing Universe: Laplacians, Homology, Cohomology. | Mitchell Black, William Maxwell, Amir Nayyeri, Eli Winkelman |
| 2021 | ISAAC | Effective Resistance and Capacitance in Simplicial Complexes and a Quantum Algorithm. | Mitchell Black, William Maxwell |