conftrace_

algebraic topology

6 papers

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Co-occurring keywords

graph neural network (3962) simplicial complexes (1) geometric algebra (7) distance estimation (22) persistent homology (95) graph diffusion (32) knowledge graph (1837) language model (4599) group equivariance (29) equivariant neural network (75)

Papers

Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula ICML 2024

Any-dimensional equivariant neural networks AISTATS 2024

Cycle Representation Learning for Inductive Relation Prediction ICML 2022

Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs NIPS 2022

Principled Simplicial Neural Networks for Trajectory Prediction ICML 2021

Blind Swarms for Coverage in 2-D RSS 2005