Author

Hui Ma

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#artificial intelligence Preprint Jul 2026

Scene-Conditioned Relation Routing for urban cellular activity forecasting

SCRR-Net is proposed, a scene-conditioned spatial relation routing framework in which urban contextual information jointly controls spatial dependency selection and cross-task knowledge transfer, and consistently outperforms competing methods on SMS, network traffic, and call activity forecasting, while providing inter...

Qing-Zhong Li, Jing-Ye Lin, Hui Ma et al. · 0 citations

Open access Jul 2026

Near-Real-Time Flood Disaster Monitoring Based on Moonlight and Multi-Source Remote Sensing: A Case Study of Zhengzhou Rainstorm

The increasing frequency of natural disasters such as floods has led to severe casualties and substantial economic losses. Consequently, near-real-time flood disaster monitoring has become critical for effective disaster response and accurate damage assessment. However, traditional approaches relying on daytime optical...

Fei Xing, Aoxiang Gu, Qiu-Li Yang et al. · Remote Sensing · 0 citations