ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. - Nina Miolane; Matteo Caorsi; Umberto Lupo; Marius Guerard; Nicolas Guigui; Johan Mathe; Yann Cabanes; Wojciech Reise; Thomas Davies 001; António Leitão; Somesh Mohapatra; Saiteja Utpala; et al. (CoRR, 2021)

Topology of cognitive maps. - Konstantin Sorokin; Anton Ayzenberg; Konstantin Anokhin; Vladimir Sotskov; Maxim Beketov; Andrey Zaitsev; Robert Drinking (CoRR, 2022)

Chordal Embeddings Based on Topology of the Tonal Space. - Anton Ayzenberg; Maxim Beketov; Aleksandra Burashnikova; German Magai; Anton Polevoi; Ivan Shanin; Konstantin Sorokin (EvoMUSART@EvoStar, 2023)

Global cognitive graph properties dynamics of hippocampal formation. - Konstantin Sorokin; Andrey Zaitsev; Aleksandr Levin; German Magai; Maxim Beketov; Vladimir Sotskov (CoRR, 2023)

VIA AI: Reliable Deep Reinforcement Learning for Traffic Signal Control. - Matvey Gerasyov; Dmitrii Kiselev; Maxim Beketov; Ilya Makarov (ICDM (Workshops), 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)

Fast gradient-free activation maximization for neurons in spiking neural networks. - Nikita Pospelov; Andrei Chertkov; Maxim Beketov; Ivan V. Oseledets; Konstantin Anokhin (Neurocomputing, 2025)