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Ying-Bo Zhou

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#artificial intelligence Preprint Sep 2026

Just for FUNS: LLM-Guided Spatio-Temporal Graph Node Generation for Forecasting Unobserved Node States

Spatio-temporal forecasting is a cornerstone of logistics, urban planning, and intelligent transportation systems. However, constrained by deployment costs and maintenance resources, sensor networks often lack comprehensive spatial coverage, rendering Forecast Unobserved Node States (FUNS) a critical yet formidable cha...

Shu-Hao Li, Wei-Dong Yang, Chang'an Liu et al. · 0 citations
Conference Open access Sep 2026

Similarity-Guided Structural Matching Learning for Graph Dataset Condensation

Similarity-guided Structural Matching Learning for Graph Dataset Condensation (SSGDC) is proposed, which efficiently reduces repository size while maintaining both task performance and structural information.

Yi-Yang Zhang, Yutong Ye, Ying-Bo Zhou et al. · 0 citations

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