Xiang Song
Xiang Song
Senior Applied Scientist at Amazon AWS
Verified email at
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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
Limiting cache-based side-channel in multi-tenant cloud using dynamic page coloring
J Shi, X Song, H Chen, B Zang
2011 IEEE/IFIP 41st International Conference on Dependable Systems and …, 2011
Repurpose Open Data to Discover Therapeutics for COVID-19 Using Deep Learning
X Zeng, X Song, T Ma, X Pan, Y Zhou, Y Hou, Z Zhang, K Li, G Karypis, ...
Journal of Proteome Research, 2020
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
Distdgl: distributed graph neural network training for billion-scale graphs
D Zheng, C Ma, M Wang, J Zhou, Q Su, X Song, Q Gan, Z Zhang, ...
2020 IEEE/ACM 10th Workshop on Irregular Applications: Architectures and …, 2020
Drkg-drug repurposing knowledge graph for covid-19
VN Ioannidis, X Song, S Manchanda, M Li, X Pan, D Zheng, X Ning, ...
arXiv preprint arXiv:2010.09600, 2020
COVID-19 knowledge graph: accelerating information retrieval and discovery for scientific literature
C Wise, VN Ioannidis, MR Calvo, X Song, G Price, N Kulkarni, R Brand, ...
arXiv preprint arXiv:2007.12731, 2020
Parallelizing live migration of virtual machines
X Song, J Shi, R Liu, J Yang, H Chen
Proceedings of the 9th ACM SIGPLAN/SIGOPS international conference on …, 2013
Schedule processes, not VCPUs
X Song, J Shi, H Chen, B Zang
Proceedings of the 4th Asia-Pacific Workshop on Systems, 1-7, 2013
Tgl: A general framework for temporal gnn training on billion-scale graphs
H Zhou, D Zheng, I Nisa, V Ioannidis, X Song, G Karypis
arXiv preprint arXiv:2203.14883, 2022
A case for scaling applications to many-core with OS clustering
X Song, H Chen, R Chen, Y Wang, B Zang
Proceedings of the sixth conference on Computer systems, 61-76, 2011
Heterogeneous live migration of virtual machines
P Liu, Z Yang, X Song, Y Zhou, H Chen, B Zang
International Workshop on Virtualization Technology (IWVT’08), 2008
Architecting flash-based solid-state drive for high-performance I/O virtualization
X Song, J Yang, H Chen
IEEE Computer Architecture Letters 13 (2), 61-64, 2013
Characterizing the performance and scalability of many-core applications on virtualized platforms
X Song, H Chen, B Zang, X Song, H Chen, B Zang
Parallel Processing Institute Technical Report Number: FDUPPITR-2010 2, 2010
Why software hangs and what can be done with it
X Song, H Chen, B Zang
2010 IEEE/IFIP International Conference on Dependable Systems & Networks …, 2010
Distributed hybrid CPU and GPU training for graph neural networks on billion-scale graphs
D Zheng, X Song, C Yang, D LaSalle, Q Su, M Wang, C Ma, G Karypis
KDD '22: Proceedings of the 28th ACM SIGKDD Conference on Knowledge …, 2021
Scalable graph neural networks with deep graph library
D Zheng, M Wang, Q Gan, X Song, Z Zhang, G Karypis
Proceedings of the 14th ACM International Conference on Web Search and Data …, 2021
Igb: Addressing the gaps in labeling, features, heterogeneity, and size of public graph datasets for deep learning research
A Khatua, VS Mailthody, B Taleka, T Ma, X Song, W Hwu
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
Page-link: Path-based graph neural network explanation for heterogeneous link prediction
S Zhang, J Zhang, X Song, S Adeshina, D Zheng, C Faloutsos, Y Sun
Proceedings of the ACM Web Conference 2023, 3784-3793, 2023
DSP: Efficient GNN training with multiple GPUs
Z Cai, Q Zhou, X Yan, D Zheng, X Song, C Zheng, J Cheng, G Karypis
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and …, 2023
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