NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters. - Yoichi Hirose; Nozomu Yoshinari; Shinichi Shirakawa (ACML, 2021)

Neural Architecture Search for Improving Latency-Accuracy Trade-off in Split Computing. - Shoma Shimizu; Takayuki Nishio; Shota Saito; Yoichi Hirose; Yen-Hsiu Chen; Shinichi Shirakawa (GLOBECOM (Workshops), 2022)

Enhancing Latency-Accuracy Tradeoff in Dynamic Split Inference via Vector Quantized Bottleneck. - Yen-Hsiu Chen; Yoichi Hirose; Shoma Shimizu; Shota Saito; Kento Uchida; Shinichi Shirakawa; Takayuki Nishio (GLOBECOM (Workshops), 2024)

Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers. - Rin Ashizawa; Yoichi Hirose; Nozomu Yoshinari; Kento Uchida; Shinichi Shirakawa (ACL (Findings), 2025)