Author

Jun-Jie Wu

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Book Open access Aug 2026

See to Solve: A Geometry-Aware Vision-Language Agent for Real-World Routing Problem

Despite being foundational in logistics, routing problems remain computationally challenging under complex, real-world constraints. Classical heuristics typically lack explicit modeling of data distributions, necessitating expert-driven operator design and extensive manual tuning to ensure algorithmic reliability. Conv...

Wen-Tao Zhang, Jing-Yuan Wang, Ze-Tong Zhou et al. · Proceedings of the 32nd ACM... · 0 citations

#artificial intelligence Open access Sep 2026

Neuralized Multi-Wavelet Decomposition for Time Series Classification and Forecasting

Time series analysis is fundamental in domains such as finance, healthcare, and meteorology. Real-world time series often exhibit multiscale characteristics shaped by diverse latent factors, resulting in intricate temporal patterns and rich frequency structures. However, existing approaches typically focus on either fr...

Xiao-Han Jiang, Jing-Yuan Wang, Jia-Hao Ji et al. · IEEE Transactions on Knowled... · 0 citations