Cornell, Filip

4 publications

TMLR 2025 Expressivity of Representation Learning on Continuous-Time Dynamic Graphs: An Information-Flow Centric Review Sofiane Ennadir, Gabriela Zarzar Gandler, Filip Cornell, Lele Cao, Oleg Smirnov, Tianze Wang, Levente Zólyomi, Björn Brinne, Sahar Asadi

ICLRW 2025 On the Power of Heuristics in Temporal Graphs Filip Cornell, Oleg Smirnov, Gabriela Zarzar Gandler, Lele Cao

NeurIPS 2025 Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models Sofiane Ennadir, Levente Zólyomi, Oleg Smirnov, Tianze Wang, John Pertoft, Filip Cornell, Lele Cao

NeurIPSW 2020 Using Topological Autoencoders as a Filtering Function for Global and Local Topology Filip Cornell