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Keshav Balasubramanian

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SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural Networks

Jun 04, 2021
Chaoyang He, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr

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FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks

Apr 14, 2021
Chaoyang He, Keshav Balasubramanian, Emir Ceyani, Yu Rong, Peilin Zhao, Junzhou Huang, Murali Annavaram, Salman Avestimehr

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Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning

Feb 08, 2021
Elan Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Bryan Perozzi, Greg Ver Steeg, Aram Galstyan

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Distributed Training of Graph Convolutional Networks using Subgraph Approximation

Dec 09, 2020
Alexandra Angerd, Keshav Balasubramanian, Murali Annavaram

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