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Xin Zhang's Projects

dgl icon dgl

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

ducati_sigmod icon ducati_sigmod

Accepted paper of SIGMOD 2023, DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with the GPU

fosgnn icon fosgnn

Accepted paper of ICDM 2022: Feature-Oriented Sampling For Fast and Scalable GNN Training.

hetu icon hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

hydragen-attention icon hydragen-attention

An implementation of the core attention algorithm in the paper "Hydragen: High-Throughput LLM Inference with Shared Prefixes".

ogb icon ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

ps-lite icon ps-lite

A lightweight parameter server interface

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