yuhong081

STEP

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

STIDGCN

PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

GNN4Traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

MaskGAE

[KDD 2023] What’s Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders

HybridGNN

Source

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

tgn

TGN: Temporal Graph Networks

EasyDGL

Code for paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"

chatbox

User-friendly Desktop Client App for AI Models/LLMs (GPT, Claude, Gemini, Ollama...)

SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

Awesome-GNN-Research

My future research

Neighborhood-Aware-Temporal-Network

Yuhong Luo and Pan Li. Neighborhood-aware scalable temporal network representation learning. In Learning on Graphs, 2022.

TREND

TREND: TempoRal Event and Node Dynamics for Graph Representation Learning. WWW-2022.

Inductive-representation-learning-on-temporal-graphs

gcn

Implementation of Graph Convolutional Networks in TensorFlow

SHCF

Code and dataset for paper "Sequence-aware Heterogeneous Graph Neural Collaborative Filtering"

BDSC_Task_2

DynamicGEM

nri

Neural relational inference for interacting systems - pytorch

dynamic-graph-papers

Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph

automl

Google Brain AutoML

ML-projects-practicing

机器学习项目实战

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

KDD2019_HetGNN

code of HetGNN

Image-Captioning

TensorFlow (TensorLayer) Implementation of Image Captioning

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

955.WLB

955 不加班的公司名单 - 工作 955，work–life balance (工作与生活的平衡)

NetWork-Embedding

NetWork Embedding ———— Random walk etc..