shuaiOKshuai
Senior Research Fellow, National University of Singapore, Email: zeminliu [AT] nus [DOT] edu [DOT] sg
Pinned Repositories
D2AGE
The source codes for D2AGE model. Distance-aware DAG Embedding for Proximity Search on Heterogeneous Graphs.
IPE
The resources for IPE model : Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs.
LGNN
Node-wise Localization of Graph Neural Networks
meta-tail2vec
Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks
meta-tail2vec-hin
NAGNN
Neighbor-Anchoring Adversarial Graph Neural Networks
RALE
Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph
SOLT-GNN
On Size-Oriented Long-Tailed Graph Classification of Graph Neural Networks
SPE
Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network
Tail-GNN
Tail-GNN: Tail-Node Graph Neural Networks
shuaiOKshuai's Repositories
shuaiOKshuai/Tail-GNN
Tail-GNN: Tail-Node Graph Neural Networks
shuaiOKshuai/IPE
The resources for IPE model : Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs.
shuaiOKshuai/RALE
Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph
shuaiOKshuai/D2AGE
The source codes for D2AGE model. Distance-aware DAG Embedding for Proximity Search on Heterogeneous Graphs.
shuaiOKshuai/meta-tail2vec
Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks
shuaiOKshuai/SOLT-GNN
On Size-Oriented Long-Tailed Graph Classification of Graph Neural Networks
shuaiOKshuai/LGNN
Node-wise Localization of Graph Neural Networks
shuaiOKshuai/NAGNN
Neighbor-Anchoring Adversarial Graph Neural Networks
shuaiOKshuai/meta-tail2vec-hin
shuaiOKshuai/SPE
Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network
shuaiOKshuai/Awesome-Literature-ILoGs
Awesome literature on imbalanced learning on graphs
shuaiOKshuai/meta-tail2vec-1
Implementation of meta-tail2vec published in CIKM 2020 paper "Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks".
shuaiOKshuai/MI-GNN
Code for "Meta-Inductive Node Classification across Graphs", in proceeding of SIGIR 2021
shuaiOKshuai/paper-source-codes
The source codes for our published papers. We will release them later.
shuaiOKshuai/ProxEmbed
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding