Author

Weili Guan

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Book Open access Aug 2026

RePatch: Learning Entropy-Guided Patch Structures with Quantized Representations for Time Series Forecasting

Multivariate time series forecasting is a fundamental yet challenging task due to non-stationary dynamics, evolving temporal structures, and limited generalization across scenarios. Recent patch-based methods improve long-range modeling by segmenting sequences into local units. Still, they typically rely on fixed or we...

Han-Bin Xiao, Xun Zhou, Ruizhi Huang et al. · Proceedings of the 32nd ACM... · 0 citations

#artificial intelligence Preprint Sep 2026

ADGNet: Asymmetric Dual-text Guided Network for Infrared Small Target Detection

This work proposes a novel Asymmetric Dual-text Guided Network (ADGNet), comprising an image-agnostic abstract target prompt and an image-specific detailed background prompt, and introduces an Asymmetric Dual-Branch Interaction module to separately guide visual features with their respective text priors, protecting tar...

Tong-Tong Wang, Mingzhu Xu, Chenglong Yu et al. · 0 citations