Da Zheng
Title
Cited by
Cited by
Year
Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs.
M Wang, L Yu, D Zheng, Q Gan, Y Gai, Z Ye, M Li, J Zhou, Q Huang, C Ma, ...
2132019
Flashgraph: Processing billion-node graphs on an array of commodity ssds
D Zheng, D Mhembere, R Burns, J Vogelstein, CE Priebe, AS Szalay
13th {USENIX} Conference on File and Storage Technologies ({FAST} 15), 45-58, 2015
2132015
Deep graph library: A graph-centric, highly-performant package for graph neural networks
M Wang, D Zheng, Z Ye, Q Gan, M Li, X Song, J Zhou, C Ma, L Yu, Y Gai, ...
arXiv preprint arXiv:1909.01315, 2019
732019
Toward millions of file system IOPS on low-cost, commodity hardware
D Zheng, R Burns, AS Szalay
SC'13: Proceedings of the International Conference on High Performance …, 2013
552013
A parallel page cache: IOPS and caching for multicore systems
D Zheng, R Burns, AS Szalay
Proceedings of the 4th USENIX conference on Hot Topics in Storage and File …, 2012
262012
Dgl-ke: Training knowledge graph embeddings at scale
D Zheng, X Song, C Ma, Z Tan, Z Ye, J Dong, H Xiong, Z Zhang, ...
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
202020
Semi-external memory sparse matrix multiplication for billion-node graphs
D Zheng, D Mhembere, V Lyzinski, JT Vogelstein, CE Priebe, R Burns
IEEE Transactions on Parallel and Distributed Systems 28 (5), 1470-1483, 2016
202016
Automatic parallelization of array-oriented programs for a multi-core machine
WM Ching, D Zheng
International Journal of Parallel Programming 40 (5), 514-531, 2012
192012
Drkg-drug repurposing knowledge graph for covid-19
VN Ioannidis, X Song, S Manchanda, M Li, X Pan, D Zheng, X Ning, ...
arxiv, 2020
152020
An SSD-based eigensolver for spectral analysis on billion-node graphs
D Zheng, R Burns, J Vogelstein, CE Priebe, AS Szalay
arXiv preprint arXiv:1602.01421, 2016
122016
Featgraph: A flexible and efficient backend for graph neural network systems
Y Hu, Z Ye, M Wang, J Yu, D Zheng, M Li, Z Zhang, Z Zhang, Y Wang
arXiv preprint arXiv:2008.11359, 2020
92020
Collective multi-type entity alignment between knowledge graphs
Q Zhu, H Wei, B Sisman, D Zheng, C Faloutsos, XL Dong, J Han
Proceedings of The Web Conference 2020, 2241-2252, 2020
82020
Active community detection in massive graphs
H Wang, D Zheng, R Burns, C Priebe
arXiv preprint arXiv:1412.8576, 2014
72014
Learning Graph Neural Networks with Deep Graph Library
D Zheng, M Wang, Q Gan, Z Zhang, G Karypis
Companion Proceedings of the Web Conference 2020, 305-306, 2020
62020
knor: a NUMA-optimized in-memory, distributed and semi-external-memory k-means library
D Mhembere, D Zheng, CE Priebe, JT Vogelstein, R Burns
Proceedings of the 26th International Symposium on High-Performance Parallel …, 2017
62017
Deep graph library, 2018
M Wang, L Yu, Q Gan, D Zheng, Y Gai, Z Ye, M Li, J Zhou, Q Huang, ...
URL http://dgl. ai, 0
5
Few-shot link prediction via graph neural networks for covid-19 drug-repurposing
VN Ioannidis, D Zheng, G Karypis
arXiv preprint arXiv:2007.10261, 2020
42020
FlashR: parallelize and scale R for machine learning using SSDs
D Zheng, D Mhembere, JT Vogelstein, CE Priebe, R Burns
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of …, 2018
42018
clusterNOR: a NUMA-optimized clustering framework
D Mhembere, D Zheng, CE Priebe, JT Vogelstein, R Burns
arXiv preprint arXiv:1902.09527, 2019
32019
Optimize unsynchronized garbage collection in an SSD array
D Zheng, R Burns, AS Szalay
arXiv preprint arXiv:1506.07566, 2015
32015
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Articles 1–20