conftrace_

simplicial neural network

8 papers

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Also known as

SNN

Co-occurring keywords · papers mentioning both

graph neural network (6) topological data analysis (4) higher-order interaction (3) hodge laplacian (2) simplicial complex (2) graph convolutional network (2) chain complex (1) simplicial awareness (1) graph convolutional model (1) block hodge-laplacian (1)

Papers

SaNN: Simple Yet Powerful Simplicial-aware Neural Networks ICLR 2024 SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks AAAI 2024 Measuring the Privacy Leakage via Graph Reconstruction Attacks on Simplicial Neural Networks (Student Abstract) AAAI 2023 Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes AAAI 2023 BScNets: Block Simplicial Complex Neural Networks AAAI 2022 Dist2Cycle: A Simplicial Neural Network for Homology Localization AAAI 2022 Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting NeurIPS 2022 Principled Simplicial Neural Networks for Trajectory Prediction ICML 2021