THUMN Lab
Media and Network Lab at Tsinghua University
Room 9-314, East Main Building, Tsinghua Univ, Beijing, China
Pinned Repositories
AutoAttend
Code Implementation for AutoAttend: Automated Attention Representation Search
AutoGL
An autoML framework & toolkit for machine learning on graphs.
AutoGL-light
AutoGraph
KDD Cup 2020 AutoGraph Challenge 6th place solution
awesome-auto-graph-learning
A paper collection about automated graph learning
awesome-graph-ood
Papers about out-of-distribution generalization on graphs.
awesome-large-graph-model
Papers about large graph models.
CurBench
CurML
NAS-Bench-Graph
THUMN Lab's Repositories
THUMNLab/AutoGL
An autoML framework & toolkit for machine learning on graphs.
THUMNLab/awesome-large-graph-model
Papers about large graph models.
THUMNLab/awesome-graph-ood
Papers about out-of-distribution generalization on graphs.
THUMNLab/awesome-auto-graph-learning
A paper collection about automated graph learning
THUMNLab/CurML
THUMNLab/NAS-Bench-Graph
THUMNLab/AutoGL-light
THUMNLab/AutoAttend
Code Implementation for AutoAttend: Automated Attention Representation Search
THUMNLab/AutoGraph
KDD Cup 2020 AutoGraph Challenge 6th place solution
THUMNLab/CurBench
THUMNLab/AROPE
This is a sample implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).
THUMNLab/M-NMF
This is a sample implementation of "Community Preserving Network Embedding" (AAAI 2017).
THUMNLab/nrlweb
THUMNLab/DRNE
The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)
THUMNLab/GAUSS
GAUSS: Graph ArchitectUre Search at Scale. A graph architecture search framework to search for graphs with more than 10^8 nodes within 1 GPU day (32G V100)
THUMNLab/AutoNE
The Implementation of "AutoNE: Hyperparameter Optimization for Massive Network Embedding"(KDD 2019)
THUMNLab/DHNE
The implementation of "Structural Deep Embedding for Hyper-Networks", AAAI 2018.
THUMNLab/TIMERS
This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).
THUMNLab/AffineGAN
PyTorch Implementation of "Facial Image-to-Video Translation by a Hidden Affine Transformation" in MM'19.
THUMNLab/DHPE
This is a sample implementation of "Dynamic High-order Proximity preserved Embedding (DHPE)" (TKDE 2018).
THUMNLab/HOPE
This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).
THUMNLab/IB-D2GAT
THUMNLab/Powerlaw_TP
This is a sample implementation of "Power-law Distribution Aware Trust Prediction", IJCAI 2018.
THUMNLab/RandNE
This is a sample implementation of "Billion-scale Network Embedding with Iterative Random Projection" (ICDM 2018).
THUMNLab/RobustGCN
This is a sample implementation of "Robust Graph Convolutional Networks Against Adversarial Attacks", KDD 2019.