Da Zheng

Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks

Minjie Wang, Da Zheng, Zihao Ye et al. · arXiv (Cornell University) · 2019 · 712 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +19

Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs

Minjie Wang, Lingfan Yu, Da Zheng et al. · arXiv (Cornell University) · 2019 · 449 citations · Full text

Graph Neural Network, Graph Representation Learning, Graph Theory +10

FlashGraph: processing billion-node graphs on an array of commodity SSDs

Da Zheng, Disa Mhembere, Randal Burns et al. · arXiv (Cornell University) · 2015 · 185 citations · Full text

Cluster Computing, Storage Performance, Engineering +17

DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs

Da Zheng, Chao Ma, Minjie Wang et al. · 2020 · 177 citations

Cluster Computing, Engineering, Machine Learning +17

DGL-KE

Da Zheng, Xiang Song, Chao Ma et al. · 2020 · 122 citations

Cluster Computing, Knowledge Representation, Graph Neural Network +15