| 2026 | EvoCOP | Weight Adaptation for Improving Parallel Performance of Adaptive Stochastic Natural Gradient. | Yutaro Yamada, Kento Uchida, Shinichi Shirakawa |
| 2026 | GECCO | Hierarchical Evolution Strategy for Optimization of Sharp Ridge. | Sota Hamada, Yutaro Yamada, Kento Uchida, Shinichi Shirakawa |
| 2026 | GECCO | Convergence Analysis of Evolution Strategies for Mixed-Integer Optimization. | Ryoki Hamano, Kento Uchida, Shinichi Shirakawa |
| 2026 | GECCO | Evaluation of Element-wise Effectiveness Estimation for Augmented Lagrangian CMA-ES. | Haruhito Nakagawa, Kento Uchida, Shinichi Shirakawa |
| 2026 | GECCO | Adaptive Stochastic Natural Gradient Method for Safe Optimization on Binary Space. | Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shinichi Shirakawa |
| 2026 | ICPR | Tunable MAGMAX: Preference-Aware Model Merging for Continual Learning. | Kei Hiroshima, Kento Uchida, Shinichi Shirakawa |
| 2025 | ACL | Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers. | Rin Ashizawa, Yoichi Hirose, Nozomu Yoshinari, Kento Uchida, Shinichi Shirakawa |
| 2025 | GECCO | CatCMA with Margin: Stochastic Optimization for Continuous, Integer, and Categorical Variables. | Ryoki Hamano, Masahiro Nomura, Shota Saito, Kento Uchida, Shinichi Shirakawa |
| 2025 | GECCO | Elitist Evolutionary Algorithm for Optimization on Sets of Points. | Takumi Matsuo, Kento Uchida, Shinichi Shirakawa |
| 2025 | GECCO | Learning Rate Adaptation CMA-ES for Multimodal and Noisy Problems with Low Effective Dimensionality. | Haruhito Nakagawa, Yutaro Yamada, Kento Uchida, Shinichi Shirakawa |
| 2025 | GECCO | Surrogate-Assisted CMA-ES for Problems with Low Effective Dimensionality. | Yuta Sekino, Yohei Watanabe, Kento Uchida, Shinichi Shirakawa |
| 2025 | GECCO | Search Space Selection Using Constrained Mixed-Integer Optimization Method. | Kento Uchida, Yohei Watanabe, Ryoki Hamano, Shinichi Shirakawa |
| 2025 | IECON | Uncertainty-Aware Self-Localization for Bulldozers Using Machine Learning with Internal Sensor Data. | Hikaru Sawafuji, Ryota Ozaki, Takuto Motomura, Toyohisa Matsuda, Masanori Tojima, Kento Uchida, Shinichi Shirakawa |
| 2025 | PRICAI | Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift. | Keisuke Sugawara, Kento Uchida, Shinichi Shirakawa |
| 2025 | PRICAI | OnDeFog: Online Decision Transformer Under Frame Dropping. | Daiki Yotsufuji, Kenta Nishihara, Shoma Shimizu, Kento Uchida, Shinichi Shirakawa |
| 2024 | GECCO | CatCMA : Stochastic Optimization for Mixed-Category Problems. | Ryoki Hamano, Shota Saito, Masahiro Nomura, Kento Uchida, Shinichi Shirakawa |
| 2024 | GECCO | CMA-ES for Safe Optimization. | Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa |
| 2024 | GECCO | CMA-ES with Adaptive Reevaluation for Multiplicative Noise. | Kento Uchida, Kenta Nishihara, Shinichi Shirakawa |
| 2024 | GECCO | How to Make Multi-Objective Evolutionary Algorithms Invariant to Monotonically Increasing Transformation of Objective Functions. | Yutaro Yamada, Kento Uchida, Shinichi Shirakawa |
| 2024 | GLOBECOM | 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 |
| 2024 | PPSN | Warm Starting of CMA-ES for Contextual Optimization Problems. | Yuta Sekino, Kento Uchida, Shinichi Shirakawa |
| 2024 | PPSN | CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points. | Kento Uchida, Ryoki Hamano, Masahiro Nomura, Shota Saito, Shinichi Shirakawa |
| 2023 | GECCO | (1+1)-CMA-ES with Margin for Discrete and Mixed-Integer Problems. | Yohei Watanabe, Kento Uchida, Ryoki Hamano, Shota Saito, Masahiro Nomura, Shinichi Shirakawa |
| 2020 | PPSN | Adaptive Stochastic Natural Gradient Method for Optimizing Functions with Low Effective Dimensionality. | Teppei Yamaguchi, Kento Uchida, Shinichi Shirakawa |
| 2019 | ICML | Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search. | Youhei Akimoto, Shinichi Shirakawa, Nozomu Yoshinari, Kento Uchida, Shota Saito, Kouhei Nishida |
| 2019 | ISVC | Joint Optimization of Convolutional Neural Network and Image Preprocessing Selection for Embryo Grade Prediction in In Vitro Fertilization. | Kento Uchida, Shota Saito, Panca Dewi Pamungkasari, Yusei Kawai, Ita Fauzia Hanoum, Filbert H. Juwono, Shinichi Shirakawa |
| 2018 | GECCO | Analysis of information geometric optimization with isotropic gaussian distribution under finite samples. | Kento Uchida, Shinichi Shirakawa, Youhei Akimoto |