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Author

Wen-Bin Xing

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Sep 2026

SMArT: A Self-Driven Multiview Architecture Leveraging Large Language Models for Time Series Forecasting.

Time series forecasting (TSF) is critical in numerous real-world applications, yet its sequential scalar presentation limits semantic richness and the capture of complex temporal patterns. Recent advances leveraging patchwise modeling and pretrained large language models (LLMs) have achieved notable progress. However,...

Wen-Bin Xing, Meng-Ran Li, Bo-Yuan Zhang et al. · 0 citations
Review

Expert Systems With Applications

This survey focuses on four fundamental data-centric challenges: (1) Incompleteness, real-world graphs have missing nodes, edges, (2) Missing nodes, edges, and (3) Missing edges.

Meng-Ran Li, Pengyu Zhang, Wen-Bin Xing et al. · 0 citations

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