Our paper has been published in IEEE ACCESS. This paper proposes a surrogate benchmark for practical scenarios in the joint optimization of neural architecture and hyperparameters.
Yoichi Hirose, Kento Uchida, and Shinichi Shirakawa: NAS-HPO-Bench-II-Plus: A Surrogate Benchmark Dataset toward Practical Scenarios in Joint Neural Architecture Search and Hyperparameter Optimization, IEEE Access, Vol. 14, pp. 108050-108062, Jul. 2026. [DOI]