研究成果

論文

論文誌

1. Takafumi Sakura, Ryo Soga, Hideyuki Kanuka, Kazumasa Shimari, Takashi Ishio, “Fault Localization Using LLMs With Line-by-Line Program Execution Traces,” IEEE Access, Vol.14, pp.153014-153030, 2026.

2. Tetsuya Kitaoka, Yuichiro Kanzaki, Takashi Ishio, Kazumasa Shimari, Kenichi Matsumoto, “Evaluating the Resilience of Obfuscated Code Against LLM-based Function Name Recovery in MATE Attacks,” IEICE Transactions on Information and Systems, Vol.E109-D, No.9, Sep. 2026.

国際会議・ワークショップ（査読有り）

1. Yasuyo Kofune, Kazumasa Shimari, Kenichi Matsumoto, “Predicting Struggling Students in CS1 Programming Using Keystroke-Level Editing Features”, 34th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, 2026. (Accepted)

2. Yusuf Sulistyo Nugroho, Kazumasa Shimari, Kenichi Matsumoto, “From Code to Comments: A Comparative Evaluation of LLM-Generated and Human-Written Comments,” 2026 IEEE Region 10 Conference, 2026. (Accepted)

3. Hidetake Tanaka, Hiroshi Igaki, Kazumasa Shimari, Kiyoshi Honda and Naoki Fukuyasu, “Practical Implementation Report on Introducing Spec-Driven Development Using AI Agents in Software Development PBL,” 38th International Conference on Software Engineering Education and Training, 2026. (Accepted)

4. Takahiro Monno, Kazumasa Shimari, Tetsuya Kanda, Kazuma Yamasaki and Kenichi Matsumoto, “How Do Developers Use Migration Guides? A Case Study of Log4j,” 30th International Conference on Evaluation and Assessment in Software Engineering, 2026. (Accepted)

5. Hirotatsu Hoshikawa, Hidetake Tanaka, Kazumasa Shimari, Raula Gaikovina Kula and Kenichi Matsumoto, “A Longitudinal Analysis of Good First Issue Practices and Newcomer Pull Requests in Popular OSS Projects,” 30th International Conference on Evaluation and Assessment in Software Engineering, 2026. (Accepted)

6. Kan Watanabe, Rikuto Tsuchida, Takahiro Monno, Bin Huang, Kazuma Yamasaki, Youmei Fan, Kazumasa Shimari, Kenichi Matsumoto, “How AI Coding Agents Communicate: A Study of Pull Request Characteristics and Human Review Responses,” Proceedings of the 23rd International Conference on Mining Software Repositories, pp. 878–882, 2026.

7. Kazuma Yamasaki, Joseph Ayobami Joshua, Tasha Settewong, Mahmoud Alfadel, Kazumasa Shimari, Kenichi Matsumoto, “Who Writes the Docs in SE 3.0? Agent vs. Human Documentation Pull Requests,” Proceedings of the 23rd International Conference on Mining Software Repositories, pp. 974–978, 2026.

8. Raula Gaikovina Kula, Christoph Treude, Xing Hu, Sebastian Baltes, Earl T. Barr, Kelly Blincoe, Fabio Calefato, Junjie Chen, Marc Cheong, Youmei Fan, Daniel M. German, Marco Gerosa, Jin L.C. Guo, Shinpei Hayashi, Robert Hirschfeld, Reid Holmes, Yintong Huo, Takashi Kobayashi, Michele Lanza, Zhongxin Liu, Olivier Nourry, Nicole Novielli, Denys Poshyvanyk, Shinobu Saito, Kazumasa Shimari, Igor Steinmacher, Mairieli Wessel, Markus Wagner, Annie Vella, Laurie Williams, Xin Xia, “Forecasting Developer Environments with GenAI: A Research Perspective,” Proceedings of the 3rd ACM/IEEE International Workshop on Integrated Development Environments, pp. 1–5, 2026.

国内会議（査読有り）

1. 谷元 柊介, 嶋利 一真，大平 雅雄，”LLMエージェントが修正を試みたバグ報告Issueにおけるreopen原因の調査”，JSSST 第33回 ソフトウェア工学の基礎ワークショップ FOSE2026，ソフトウェア工学の基礎33，pp.xxx-xxx，秋田 (2026.11)（採録決定）

研究会・全国大会等

1. 木田 早紀，山﨑 和真，土田 陸斗，嶋利 一真、松本健一，”接頭語・語幹・接尾語から英単語を作る対戦型PCゲームの開発と評価”，情報処理学会関西支部大会，7 pages，茨木，大阪(2026.09).

2. 渡部 智裕，田中 英武，嶋利 一真，阿萬 裕久，松本 健一，”大規模言語モデルを用いたPython単体テスト生成における量子化の影響調査”，ソフトウェアエンジニアリングシンポジウム2026論文集，pp.142-149，横浜，神奈川 (2026.09)．

3. 谷本 詩温，山﨑 和真，嶋利 一真，松本 健一，”待機を伴うSATDにおける待機対象と待機条件の復元可能性に関する初期調査”，ソフトウェアエンジニアリングシンポジウム2026，ポスター，横浜，神奈川 (2026.09).

4. Haruna Joko, Kazuma Yamasaki , Kazumasa Shimari, Kenichi Matsumoto, “A Preliminary Study of References Between ADRs and GitHub Issues and Pull Requests,” Software Engineering Symposium 2026, Poster, Kanagawa, (2026.09).

その他

1. 嶋利一真，夏期特別講座，奈良県立奈良北高等学校 (2026.07)

受賞など

研究に関する受賞など

1. Kazumasa Shimari, ICSE 2026 Artifact Evaluation Track Distinguished Reviewer Awards