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Lev Telyatnikov

Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes

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Sep 18, 2024
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ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain

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Sep 08, 2024
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TopoBenchmarkX: A Framework for Benchmarking Topological Deep Learning

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Jun 09, 2024
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TopoX: A Suite of Python Packages for Machine Learning on Topological Domains

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Feb 07, 2024
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Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design

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Oct 11, 2023
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ICML 2023 Topological Deep Learning Challenge : Design and Results

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Oct 02, 2023
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Topological Graph Signal Compression

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Aug 21, 2023
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From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module

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May 25, 2023
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EGG-GAE: scalable graph neural networks for tabular data imputation

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Oct 19, 2022
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