| Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks M Papillon, S Sanborn, M Hajij, N Miolane arXiv preprint arXiv:2304.10031, 2023 | 49 | 2023 |
| TopoX: a suite of Python packages for machine learning on topological domains M Hajij, M Papillon, F Frantzen, J Agerberg, I AlJabea, R Ballester, ... Journal of Machine Learning Research 25 (374), 1-8, 2024 | 7 | 2024 |
| ICML 2023 topological deep learning challenge: design and results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | 6 | 2023 |
| Beyond euclid: An illustrated guide to modern machine learning with geometric, topological, and algebraic structures S Sanborn, J Mathe, M Papillon, D Buracas, HJ Lillemark, C Shewmake, ... arXiv preprint arXiv:2407.09468, 2024 | 4 | 2024 |
| PirouNet: Creating dance through artist-centric deep learning M Papillon, M Pettee, N Miolane International Conference on ArtsIT, Interactivity and Game Creation, 447-465, 2022 | 3 | 2022 |
| ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain G Bernárdez, L Telyatnikov, M Montagna, F Baccini, M Papillon, ... arXiv preprint arXiv:2409.05211, 2024 | 1 | 2024 |
| TopoTune: A Framework for Generalized Combinatorial Complex Neural Networks M Papillon, G Bernárdez, C Battiloro, N Miolane arXiv preprint arXiv:2410.06530, 2024 | | 2024 |
| Attending to Topological Spaces: The Cellular Transformer R Ballester, P Hernández-García, M Papillon, C Battiloro, N Miolane, ... arXiv preprint arXiv:2405.14094, 2024 | | 2024 |
| Intentional Choreography with Semi-Supervised Recurrent VAEs M Papillon, M Pettee, N Miolane arXiv preprint arXiv:2209.10010, 2022 | | 2022 |
| A search for spinon echoes in the Ising chain CoNb2O6 B Price, X Wang, M Papillon, J Krizan, R Cava, T McQueen, S Koohpayeh, ... APS March Meeting Abstracts 2022, D51. 008, 2022 | | 2022 |
| ICML 2023 Topological Deep Learning Challenge M Papillon, M Hajij, F Frantzen, H Jenne, J Mathe, J Hoppe, MT Schaub, ... | | |
| Hierarchical Graph-Based Cellular Neural Networks M Papillon, N Miolane 2025 Joint Mathematics Meetings (JMM 2025), 0 | | |
