SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data

Chaoyang He 0001, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr. SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 6865-6873, AAAI Press, 2022. [doi]