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Author

Xun-Qiang Gong

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Conference Sep 2026

SASTFormer: a traffic flow prediction method based on spatial-temporal multi-head self-attention mechanism fusion

SASTFormer is a method for traffic flow prediction that relies on fusing spatiotemporal multi-head self-attention to enhance long-term prediction and outperforms eight baseline models in overall performance and medium-/long-term prediction on PeMS08, but also delivers more stable predictive accuracy.

Xun-Qiang Gong, Sheng Luo, Qi Liang et al. · 0 citations
2026

SAMCE-CR: SAR-Guided Alignment and Multifrequency Collaborative Enhancement for Cloud Removal in Remote Sensing Images Fusion

In global Earth observation, multispectral imaging is frequently hindered by extensive cloud cover, leading to observation gaps. Introducing synthetic aperture radar (SAR) data with all-weather penetration capability for multimodal cloud removal has become a key approach to achieving global spatiotemporal seamless remo...

Shu-Ting Yang, Xun-Qiang Gong, Xiu-Fang Zhou et al. · 0 citations

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