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Andy's Projects

afgrl icon afgrl

An official source code for "Augmentation-Free Self-Supervised Learning on Graphs"

asap icon asap

AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations

bert4eth icon bert4eth

BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection (WWW23)

dyglib icon dyglib

A Library for Dynamic Graph Learning

grace icon grace

[GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)

graphens icon graphens

GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification (ICLR'22)

graphmixup icon graphmixup

Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Context Prediction"

sdcn icon sdcn

Structural Deep Clustering Network

silencer icon silencer

Silencer: Robust Community Detection by Silencing of Noisy Links

sugar icon sugar

Code for "SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism"

thgat icon thgat

Temporal Heterogeneous Graph Representation Learning with Neighborhood Type Modeling

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