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Learning From Simplicial Data Based on Random Walks and 1D Convolutions.

, and . ICLR, OpenReview.net, (2024)

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Consensus Dynamics and Opinion Formation on Hypergraphs., , and . CoRR, (2021)Dirac signal processing of higher-order topological signals., , and . CoRR, (2023)Opinion Dynamics with Multi-body Interactions., , , and . NetGCooP, volume 1354 of Communications in Computer and Information Science, page 261-271. Springer, (2020)Markov dynamics as a zooming lens for multiscale community detection: non clique-like communities and the field-of-view limit, , , and . (2011)cite arxiv:1109.5593 Comment: 19 pages, 6 figures.A Wasserstein Graph Distance Based on Distributions of Probabilistic Node Embeddings., , , , , and . ICASSP, page 9751-9755. IEEE, (2024)Position Paper: Challenges and Opportunities in Topological Deep Learning., , , , , , , , , and 12 other author(s). CoRR, (2024)Centrality measures for graphons., , , and . CoRR, (2017)Local, global and scale-dependent node roles., and . CoRR, (2021)Disentangling the Spectral Properties of the Hodge Laplacian: Not All Small Eigenvalues Are Equal., and . CoRR, (2023)Outlier Detection for Trajectories via Flow-embeddings., , and . ACSCC, page 1568-1572. IEEE, (2021)