cuTile is a programming model for writing parallel kernels for NVIDIA GPUs

An open-source efficient deep learning framework/compiler, written in python.

Areg SDK acts as a network operator for C++ programs: automates RPC, IPC, and distributed communication.

CSE158 assignment 1 top solution

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[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

Graph Contrastive Clustering (ICCV2021)

virtual node analysis on ogb benchmark dataset

Winning solution for the Taxi-Trip Time Prediction Challenge on Kaggle

🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).

Optimization Techniques for Long Range Graph Interactions

Pyramid Stereo Matching Network (CVPR2018)

robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Long Range Graph Benchmark, NeurIPS 2022 Track on D&B

Hierarchical Graph Net

Tutorials/use cases of using Prefect in an ML project.

A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit

[NeurIPS 2022] Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again by Ajay Jaiswal*, Peihao Wang*, Tianlong Chen, Justin F Rousseau, Ying Ding, Zhangyang Wang

Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"

AI Studio x vLoong能源AI挑战赛——异常检测赛 A榜 TOP11 B榜 TOP8 方案

Non Local Graph Convolutional Network

Energetic GraphNeural Networks (EGNN) implementation based on Dirichlet Energy Constrained Learning.

The official code of WWW2021 paper: Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework

A Note On Over-Smoothing for Graph Neural Network