Ecosyste.ms: Awesome

https://github.com/zw-zhang/arope

This is the official implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).

arbitrary-order-proximity high-order-proximity network-embedding network-representation-learning svd

Last synced: 08 Nov 2024

https://github.com/zw-zhang/randne

This is a sample implementation of "Billion-scale Network Embedding with Iterative Random Projection" (ICDM 2018).

Last synced: 15 Oct 2024

https://github.com/ZW-ZHANG/HOPE

This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).

asymmetric-transtivity gsvd high-order-proximity network-embedding network-representation-learning

Last synced: 20 Nov 2024

https://github.com/zw-zhang/hope

This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).

asymmetric-transtivity gsvd high-order-proximity network-embedding network-representation-learning

Last synced: 15 Oct 2024

https://github.com/zw-zhang/timers

This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).

dynamic-network network-embedding network-representation-learning svd

Last synced: 15 Oct 2024

https://github.com/zw-zhang/robustgcn

This is a sample implementation of "Robust Graph Convolutional Networks Against Adversarial Attacks", KDD 2019.

Last synced: 15 Oct 2024

https://github.com/zw-zhang/eigengnn

This is a sample implementation of "Eigen-GNN: a Graph Structure Preserving Plug-in for GNNs, TKDE 2021".

Last synced: 15 Oct 2024

https://github.com/zw-zhang/dhpe

This is a sample implementation of "Dynamic High-order Proximity preserved Embedding (DHPE)" (TKDE 2018).

Last synced: 15 Oct 2024

https://github.com/zw-zhang/powerlaw_tp

This is a sample implementation of "Power-law Distribution Aware Trust Prediction", IJCAI 2018.

matrix-factorization powerlaw trust-prediction

Last synced: 15 Oct 2024