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Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting

Feng Wang, Tianxiang Chen, Shuyue Wei 0001, Qian Chu, Yi Zhang, Yifan Sun, Zhiming Zheng 0001. Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 1123-1131, AAAI Press, 2026. [doi]

Authors

Feng Wang

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Tianxiang Chen

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Shuyue Wei 0001

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Qian Chu

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Yi Zhang

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Yifan Sun

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Zhiming Zheng 0001

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