FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows

Yuxiao Qu, Jinmeng Rao, Song Gao 0001, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller 0006, Alfonso-Morales, Patrick R. Huber. FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows. In Shawn D. Newsam, Lexie Yang, Gengchen Mai, Bruno Martins 0001, Dalton D. Lunga, Song Gao 0001, editors, Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany, 13 November 2023. pages 63-72, ACM, 2023. [doi]

Abstract

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