TopoBenchmarkX: A Framework for Benchmarking Topological Deep Learning. - Lev Telyatnikov; Guillermo Bernárdez; Marco Montagna; Pavlo Vasylenko; Ghada Zamzmi; Mustafa Hajij; Michael T. Schaub; Nina Miolane; Simone Scardapane; Theodore Papamarkou (CoRR, 2024)

ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain. - Guillermo Bernárdez; Lev Telyatnikov; Marco Montagna; Federica Baccini; Mathilde Papillon; Miquel Ferriol Galmés; Mustafa Hajij; Theodore Papamarkou; Maria Sofia Bucarelli; Olga Zaghen; Johan Mathe; Audun Myers; et al. (CoRR, 2024)

Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes. - Marco Montagna; Simone Scardapane; Lev Telyatnikov (CoRR, 2024)

HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations. - Martin Carrasco; Guillermo Bernárdez; Marco Montagna; Nina Miolane; Lev Telyatnikov (CoRR, 2025)