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Fei Gao's Projects

allset icon allset

This is the GitHub repository for our ICLR22 paper: "You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks"

dmp_ic icon dmp_ic

Dynamic Message Passing Algorithm for Independent Cascade Model

dysat_pytorch icon dysat_pytorch

Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks

ele icon ele

A python implementation of ELE method in paper "Abrupt phase transition of epidemic spreading in simplicial complexes", PRR 2020

gdn_pyg icon gdn_pyg

This is a PyG 2.1 implementation of GDN "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" AAAI 21

gitignore icon gitignore

A collection of useful .gitignore templates

gnn-rag icon gnn-rag

GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning

latex-beamer icon latex-beamer

尝试参考汇总的一个SUSTech的Beamer演示主题

lgnn icon lgnn

A PyTorch implementation of Supervised community detection with graph neural networks (ICLR 2019)

molr icon molr

Chemical-Reaction-Aware Molecule Representation Learning

nedmp icon nedmp

Official PyTorch implementation of Neural Enhanced Dynamic Message Passing in AISTATS 2022

nodeformer icon nodeformer

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

ord-data icon ord-data

Official data repository for the Open Reaction Database

rag-omni icon rag-omni

基于BM25、BGE检索算法的检索增强生成RAG示例,支持OpenAI风格的大模型服务

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