Author

Mani Srivastava

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Preprint Sep 2026

CoRF: Cross-Scene RF Synthesis by Learning Propagation and Preserving Array Physics

Existing radio-frequency (RF) neural fields fit each scene separately, making new-scene deployment measurement- and optimization-intensive. This work studies amortized cross-scene spatial spectrum synthesis, where a shared model learns propagation across scenes and instantiates an unseen scene from sparse target-scene...

Kang Yang, Duaa Nakshbandi, Wan Du et al. · 0 citations

#machine learning Preprint Sep 2026

HoliBench: A Cross-Platform Benchmarking and Deployment Toolkit for Foundation Models in CPS-IoT Applications

Foundation models, including large language models, vision-language models, and time-series foundation models, are increasingly deployed on embedded and edge platforms for CPS and IoT applications, where energy, latency, and memory are as critical as task accuracy. Existing benchmarking tools evaluate model capability...

Inesh Chakrabarti, Ze-Jun Xiong, Pragya Sharma et al. · 0 citations