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Allen Liu's Projects

bifeat icon bifeat

Code for BiFeat: Supercharge GNN Training via Graph Feature Quantization

gcond icon gcond

[ICLR'22] [KDD'22] Implementation of "Graph Condensation for Graph Neural Networks"

gib icon gib

Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

glbench icon glbench

GLBench: A Comprehensive Benchmark for Graphs with Large Language Models

kidd icon kidd

Implementations of 'Kernel Ridge Regression-Based Graph Dataset Distillation', SIGKDD'23.

nagphormer icon nagphormer

NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs

oneforall icon oneforall

A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.

rsgnn icon rsgnn

An official PyTorch implementation of "Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels" (WSDM 2022))

sfgc icon sfgc

Pytorch implementation of NeurIPS-23:"Structure-free Graph Condensation (SFGC): From Large-scale Graphs to Condensed Graph-free Data"

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