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Collections including paper arxiv:2304.10031

Papers - NEDL - Topology - Lifting Topological Domains

Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 3

Papers - NEDL - Topological Deep Learning (TDL)

Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 3
Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds

Paper • 2307.09259 • Published Jul 18, 2023 • 1
Persistent homology of the cosmic web. I: Hierarchical topology in ΛCDM cosmologies

Paper • 2011.12851 • Published Nov 25, 2020 • 1

Papers - NEDL - Non-Euclidean Deep Learning

Also see: https://dawn.cs.stanford.edu/2019/10/10/noneuclidean/

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1
Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 3
Galois Theory

Paper • 2408.07499 • Published Aug 14 • 1
Equivariant Transformer Networks

Paper • 1901.11399 • Published Jan 25, 2019 • 1

Papers - Graphs

Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 3

Papers - Topological Deep Learning - Structures in Data

Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 3

Papers - Math - Training - Topological Structures

Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 3

Papers - Math - Topology - Discrete Topological Structures

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Paper • 2407.09468 • Published Jul 12 • 1
Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 3

On the Scalability of GNNs for Molecular Graphs

Paper • 2404.11568 • Published Apr 17 • 1
Octopus v4: Graph of language models

Paper • 2404.19296 • Published Apr 30 • 117
Architectures of Topological Deep Learning: A Survey on Topological Neural Networks

Paper • 2304.10031 • Published Apr 20, 2023 • 3
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold

Paper • 2408.14608 • Published Aug 26 • 7

topological transforms of knowledge graphs, leading toward inductive graph embeddings and foundation models for KGs

OpenGraph: Towards Open Graph Foundation Models

Paper • 2403.01121 • Published Mar 2 • 1
InGram: Inductive Knowledge Graph Embedding via Relation Graphs

Paper • 2305.19987 • Published May 31, 2023 • 2
Topological structure of complex predictions

Paper • 2207.14358 • Published Jul 28, 2022 • 2
Measures of the Capital Network of the U.S. Economy

Paper • 2401.12118 • Published Jan 22 • 2

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