Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We…

Distributed Rumor Source Detection via Boosted Federated Learning

Source code for SkipNode (TKDE 2024)

Simplifying Experimental Algorithmics

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

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

Diffusion-LM

Convert Machine Learning Code Between Frameworks

The Unified Machine Learning Framework

研究生期间所有相关的代码，具体各个项目的描述见论文，此处只分享相关代码

Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

remote sensing image classification and image caption by PyTorch

PREP: Pre-training with Temporal Elapse Inference for Popularity Prediction

Codes for AAAI'21 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'

FedScale: Benchmarking Model and System Performance of Federated Learning

Information Diffusion Prediction via Recurrent Cascades Convolution

DeepHawkes: Popularity Prediction of Information Cascades

Finding the Source of Information in Large Online Social Networks With Probabilistically Varying Internode Relationship Strengths

Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch

Implementation of the paper "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting", https://arxiv.org/abs/2106.13008

Information propagation source detection

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

Lign (/lignə/): Extension to PyTorch for graphs and geometric deep learning