THUMN Lab

Repositories

• AutoGL

  An autoML framework & toolkit for machine learning on graphs.

  pytorch automl hyper-parameter-optimization graph-neural-networks pytorch-geometric
  Python MIT 36 369 3 0 Updated Dec 29, 2020

• RobustGCN

  Forked from ZW-ZHANG/RobustGCN

  This is a sample implementation of "Robust Graph Convolutional Networks Against Adversarial Attacks", KDD 2019.
  Python 1 0 0 0 Updated Aug 28, 2020

• DHPE

  Forked from ZW-ZHANG/DHPE

  This is a sample implementation of "Dynamic High-order Proximity preserved Embedding (DHPE)" (TKDE 2018).
  MATLAB 1 0 0 0 Updated Aug 28, 2020

• AutoGraph

  KDD Cup 2020 AutoGraph Challenge 6th place solution
  Python 1 4 0 0 Updated Aug 28, 2020

• DRNE

  Forked from tadpole/DRNE

  The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)

  deep-neural-networks network-embedding centrality network-representation-learning
  Python 14 3 0 0 Updated Aug 28, 2020

• DHNE

  Forked from tadpole/DHNE

  The implementation of "Structural Deep Embedding for Hyper-Networks", AAAI 2018.
  Python 13 1 0 0 Updated Aug 28, 2020

• AROPE

  Forked from ZW-ZHANG/AROPE

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

  matrix-factorization spectral-analysis network-embedding
  Python 10 4 0 0 Updated Aug 28, 2020

• AutoNE

  Forked from tadpole/AutoNE

  The Implementation of "AutoNE: Hyperparameter Optimization for Massive Network Embedding"(KDD 2019)
  Python 7 1 0 0 Updated Aug 28, 2020

• RandNE

  Forked from ZW-ZHANG/RandNE

  This is a sample implementation of "Billion-scale Network Embedding with Iterative Random Projection" (ICDM 2018).
  Python 2 0 0 0 Updated Aug 5, 2020

• AffineGAN

  Forked from sunlightsgy/AffineGAN

  PyTorch Implementation of "Facial Image-to-Video Translation by a Hidden Affine Transformation" in MM'19.
  Python 4 0 0 0 Updated Oct 29, 2019

• nrlweb
  CSS 0 3 0 0 Updated Oct 22, 2019

• Powerlaw_TP

  Forked from ZW-ZHANG/Powerlaw_TP

  This is a sample implementation of "Power-law Distribution Aware Trust Prediction", IJCAI 2018.
  MATLAB 1 0 0 0 Updated Aug 2, 2018

• M-NMF

  This is a sample implementation of "Community Preserving Network Embedding" (AAAI 2017).

  community-detection network-embedding non-negative-matrix-factorization network-representation-learning
  MATLAB 0 4 0 0 Updated Jul 4, 2018

• TIMERS

  Forked from ZW-ZHANG/TIMERS

  This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).
  MATLAB 4 1 0 0 Updated Jul 4, 2018

• HOPE

  Forked from ZW-ZHANG/HOPE

  This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).
  MATLAB 5 0 0 0 Updated Jun 29, 2018