Environment-Aware Probabilistic Distributed Scheduling for Emergency LoRa Networks
Yuto Inaba, Tatsuya Amano, Akihito Hiromori, Hirozumi Yamaguchi
2026 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), SPT-IoT 2026, pp. 1366–1371
A Lightweight Vision-Language Model for Disaster Image Summarization
Hibiki Yoshizaki, Akira Uchiyama, Akihito Hiromori, Mineo Takai, Hirozumi Yamaguchi
2026 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), PerconAI 2026, pp. 1203–1208
Rapid Policy Impact Estimation for Pedestrian Flow Using Neural Network Surrogates
Fukuharu Tanaka, Tatsuya Amano, Akira Uchiyama, Akihito Hiromori, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
Environment-Aware Modeling and Analysis for LoRa Emergency Network Scheduling
Yuto Inaba, Tatsuya Amano, Akihito Hiromori, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
When Sensors Talk: LLM-Guided Object-Centric Collaboration for Distributed 3D Scene Understanding
Ziheng Xu, Tatsuya Amano, Hamada Rizk, Hirozumi Yamaguchi
ICDCN 2026 Poster/Demo
Transformer-Based Resource and Stage-Aware Scheduling for Model-Parallel LLM Inference
Rami Naeem, Tengis Buyantogtokh, Hamada Rizk, Tatsuya Amano, Hirozumi Yamaguchi
ICDCN 2026 Workshop: DistLLM
多端末 LoRa 通信環境における衝突率予測型の自律送信制御
稲葉 悠斗, 天野 辰哉, 廣森 聡仁, 山口 弘純
マルチメディア,分散,協調とモバイル (DICOMO2025) シンポジウム論文集 , 2025年6月
災害画像の要約に向けた深層学習モデルのファインチューニングによる被害状況分類の検討
吉崎 響、内山 彰、廣森 聡仁、高井 峰生、山口 弘純
研究報告マルチメディア通信と分散処理(DPS),2024-DPS-202, 2025.