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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jinlai Zhang

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Conference 2026

CrackDINO: A DINOv3-based Hybrid Framework for Fine-Grained Crack Segmentation

Accurate pavement crack segmentation is essential for intelligent transportation systems and infrastructure maintenance. However, due to the low contrast, complex background interference, and elongated structural characteristics of cracks, existing segmentation methods often suffer from discontinuous predictions and mi...

Jin-Lai Zhang · 0 citations
Conference 2026

AdaDyTS: Dynamic Multi-Scale Spectral Decoupling and Time-Variant Inference for Time Series Forecasting

AdaDyTS, a unified knowledge-driven forecasting framework that synergistically integrates three complementary mechanisms: multi-scale frequency-domain interpolation decoupling via the Cascaded Spectral Residual Extractor, dynamic morphological perception via the Dynamic Morphological Perception Unit, and time-variant s...

Jin-Lai Zhang · 0 citations

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