MPENAS: Multi-fidelity Predictor-guided Evolutionary Neural Architecture Search with Zero-cost Proxies. - Jinglue Xu; Suryanarayanan N. A. V.; Hitoshi Iba (GECCO, 2023)

Lion Swarm Optimization for Base Station Placement. - Zhen Liu; Jinglue Xu; Hitoshi Iba (IIAI-AAI, 2023)

Automatic Adaptation Rule Optimization via Large Language Models. - Yusei Ishimizu; Jialong Li 001; Jinglue Xu; Jinyu Cai; Hitoshi Iba; Kenji Tei (ACSOS-C, 2024)

Genetic Algorithm-Based Robot Path Planning with the Extraction of Topological Map. - Zhen Liu; Jinglue Xu; Hitoshi Iba (CEC, 2024)

A PSO-CNN-BiLSTM Model for Predicting Leaf Area Index. - Dong Wang; Guoyuan Zhou 001; Jinglue Xu; João Eduardo Batista; Jia Guo; Hitoshi Iba (CyberSciTech, 2024)

Exploring the Improvement of Evolutionary Computation via Large Language Models. - Jinyu Cai; Jinglue Xu; Jialong Li 001; Takuto Yamauchi; Hitoshi Iba; Kenji Tei (GECCO Companion, 2024)

Large Language Models Synergize with Automated Machine Learning. - Jinglue Xu; Jialong Li 001; Zhen Liu; Nagar Anthel Venkatesh Suryanarayanan; Guoyuan Zhou 001; Jia Guo; Hitoshi Iba; Kenji Tei (CoRR, 2024)

Large Language Models Synergize with Automated Machine Learning. - Jinglue Xu; Jialong Li 001; Zhen Liu; N. A. V. Suryanarayanan; Guoyuan Zhou 001; Jia Guo; Hitoshi Iba; Kenji Tei (Trans. Mach. Learn. Res., 2024)

Large Language Models as Particle Swarm Optimizers. - Yamato Shinohara; Jinglue Xu; Tianshui Li; Hitoshi Iba (CEC, 2025)