Akira Kawai, Asuya Sakioka, Yoshihiro Niimi, “Poster: A Proposal to Detect Driving  Danger Signs Using Probe Data”, in Proceedings of 2025 IEEE Vehicular Networking Conference, 2-4 June 2025. Porto, Portugal

Ryutaro Matsuoka, Keito Inoshita, Xiaokang Zhou, Zhigao Zheng, Akira Kawai, Katsutoshi Yada, “GNN-Enhanced Multimodal Fusion with Contrastive Learning for Smart Health-Oriented Recommendation”, in Proceedings of the 27th IEEE  International Conference on High Performance Computing and Communications (HPCC-2025), 13-15 August, Exeter, UK

Yoshihiro Niimi, Akira Kawai, “Driving Risks and Behavior by Speed Zone”, in Proceedings of 2025 IEEE14th Global Conference on Consumer Electronics, 23-26 Sep 2025. Osaka.

井下敬翔, “感情データの構造を補完する内挿・外挿型データ拡張フレームワーク”,言語理解とコミュニケーション研究会(NLC研究会), 2026.2.28, 奄美島大島

Keito Inoshita, Rushia Harada, “PersonaGen: Persona-Based Synthetic Data Generation Using Multi-Stage Conditioning with Large Language Models for Emotion Recognition”, 8th International Conference Activity and Behavior Computing, 2026.3.8-13. Hakodade, Japan.

Keito Inoshita*, Hayato Tomisu, Xiaokang Zhou, Akira Kawai, Katsutoshi Yada, “KDDA: A Knowledge-Driven Domain and Diversity Alignment Framework for Emotion Data Generation with Large Language Models”, 8th International Conference Activity and Behavior Computing, 2026.3.8-13. Hakodade, Japan.