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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

Accurately anticipating traffic volume is essential for optimizing navigation routes, lowering fuel usage, and enhancing overall travel efficiency. However, current spatiotemporal fusion techniques often neglect how distant nodes affect local traffic conditions and fail to capture long-sequence temporal dependencies. T...

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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