Pinned Repositories
AAAI2024-FROND-Robustness
Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study
Awesome-Graph-Research-ICML2024
All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.
awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
Graph-Diffusion-CDE
Graph Neural Convection-Diffusion with Heterophily
Hamiltonian-GNN
Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks
ICLR2024-FROND
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND
NeurIPS-2023-HANG-Robustness
Adversarial Robustness in Graph Neural Networks: A Hamiltonian Energy Conservation Approach
NIPS2022--GNN
Robustness-of-Graph-Neural-Diffusion
On the Robustness of Graph Neural Diffusion to Topology Perturbations
torchfde
zknus's Repositories
zknus/NeurIPS-2023-HANG-Robustness
Adversarial Robustness in Graph Neural Networks: A Hamiltonian Energy Conservation Approach
zknus/Robustness-of-Graph-Neural-Diffusion
On the Robustness of Graph Neural Diffusion to Topology Perturbations
zknus/Graph-Diffusion-CDE
Graph Neural Convection-Diffusion with Heterophily
zknus/Hamiltonian-GNN
Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks
zknus/torchfde
zknus/AAAI2024-FROND-Robustness
Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study
zknus/ICLR2024-FROND
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND
zknus/NIPS2022--GNN
zknus/Awesome-Graph-Research-ICML2024
All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.
zknus/awesome-kan
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.
zknus/awesome-point-cloud-analysis
A list of papers and datasets about point cloud analysis (processing)
zknus/graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
zknus/HeterophilousDatasets
zknus/HeterophilySpecificModels
zknus/NUMFRACPY
Python library for fractional calculus calculations.
zknus/Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
zknus/Towards-Graph-Foundation-Models-New-perspective-
Accompanied repositories for our paper Graph foundation model
zknus/zknus.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes