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Shui-Guang Deng

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#artificial intelligence Preprint Aug 2025

Learning Intrinsic Water-Quality Dynamics with Rainfall for Data-Driven Forecasting

This work proposes RaiNet to jointly model multiscale water-quality dynamics and station-specific rainfall effects across relative lags and temporal scales and releases three real-world multimodal datasets comprising over 150,000 temporally aligned water quality observations and gridded precipitation raster images.

Zi-Qi Wang, Hai-Liang Zhao, Cheng Bao et al. · 2 citations
#edge computing Preprint Sep 2026

Prediction-Robust Service Deployment with Capacity-Aware Edge Admission

This work proposes CAPSUM, a capacity-aware admission policy with an elastic specialization, CAPSUM-E, and implements an exact local offline dynamic program and compares against direct common-model baselines and documented source-derived adapters for EDP-A, OREO, and uEDC-L.

Hailiang Zhao, Zi-Qi Wang, Yi-Fei Zhang et al. · 0 citations

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