publications

2026

1. ICPR

   Tunable MAGMAX: Preference-Aware Model Merging for Continual Learning

   K. Hiroshima, K. Uchida, および S. Shirakawa

   In Proceedings of the International Conference on Pattern Recognition (ICPR)to appear , 2026

   Bib

   @inproceedings{hiroshima2026tunable,
     title = {Tunable {MAGMAX}: Preference-Aware Model Merging for Continual Learning},
     author = {Hiroshima, K. and Uchida, K. and Shirakawa, S.},
     booktitle = {Proceedings of the International Conference on Pattern Recognition (ICPR)},
     address = {Lyon, France},
     year = {2026},
   }

2. BBOWP-Bench: Evaluating LLMs on Black-Box Optimization Word Problems

   Y. Yamada, K. Hiroshima, N. Yoshinari, and 2 more authors

   2026

   Bib

   @misc{yamada2026bbowp,
     title = {{BBOWP-Bench}: Evaluating {LLMs} on Black-Box Optimization Word Problems},
     author = {Yamada, Y. and Hiroshima, K. and Yoshinari, N. and Uchida, K. and Shirakawa, S.},
     year = {2026},
   }

3. JSAI

   ブラックボックス最適化問題を説明する自然言語記述を入力とした自動定式化ベンチマークの構築

   Y. Yamada, K. Hiroshima, N. Yoshinari, and 2 more authors

   In 2026年度人工知能学会全国大会 (JSAI2026), 2026

   Bib

   @inproceedings{yamada2026jsai,
     title = {ブラックボックス最適化問題を説明する自然言語記述を入力とした自動定式化ベンチマークの構築},
     author = {Yamada, Y. and Hiroshima, K. and Yoshinari, N. and Uchida, K. and Shirakawa, S.},
     booktitle = {2026年度人工知能学会全国大会 (JSAI2026)},
     address = {群馬, Japan},
     year = {2026},
   }

2025

1. ESC

   Enhancing Atherosclerosis Risk Prediction with Strategic Feature and Case Selections in Large Language Model

   H. Murase, K. Hiroshima, K. Uchida, and 6 more authors

   In ESC Congress 2025, 2025

   Bib

   @inproceedings{murase2025esc,
     title = {Enhancing Atherosclerosis Risk Prediction with Strategic Feature and Case Selections in Large Language Model},
     author = {Murase, H. and Hiroshima, K. and Uchida, K. and Ohashi, M. and Kashihara, N. and Viera, A. J. and Daida, H. and Shirakawa, S. and Yano, Y.},
     booktitle = {ESC Congress 2025},
     address = {Madrid, Spain},
     year = {2025},
   }

2. SSI

   モデルマージを利用した継続学習アルゴリズムにおける忘却度調整法の検討

   K. Hiroshima, K. Uchida, および S. Shirakawa

   In 第39回計測自動制御学会 システム・情報部門 学術講演会 (SSI2025), 2025

   SSI優秀発表賞 Bib

   SSI優秀発表賞受賞

   @inproceedings{hiroshima2025ssi,
     title = {モデルマージを利用した継続学習アルゴリズムにおける忘却度調整法の検討},
     author = {Hiroshima, K. and Uchida, K. and Shirakawa, S.},
     booktitle = {第39回計測自動制御学会 システム・情報部門 学術講演会 (SSI2025)},
     address = {岩手, Japan},
     year = {2025},
   }