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
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
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
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
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
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
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
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
Revisiting Software {Zero-Copy} for Web-caching Applications with Twin Memory Allocation
X Song, J Shi, H Chen, B Zang
2012 USENIX Annual Technical Conference (USENIX ATC 12), 355-360, 2012
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
arXiv preprint arXiv:2112.15345, 2021
Efficient and effective training of language and graph neural network models
VN Ioannidis, X Song, D Zheng, H Zhang, J Ma, Y Xu, B Zeng, T Chilimbi, ...
arXiv preprint arXiv:2206.10781, 2022
Using graph queries to obtain results from machine learning models
KGS Bharathy, A Gupta, G Karypis, D Vel, B Bebee, A Adeshina, X Song
US Patent App. 17/313,769, 2022
ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases
B He, X Song, V Gao, C Faloutsos
arXiv preprint arXiv:2205.12318, 2022
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