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
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
Shiva-DiT, based on Residual-Based Differentiable Top-k Selection, provides four fidelity-latency operating points and reaches a 1.54x wall-clock speedup with competitive fidelity.