Deep Learning Aided Intelligent Sensing and Identification For 6G. - Tomoaki Otsuki; Guan Gui (APCC, 2023)

Fully Autonomous Distributed Transmission Parameter Selection Method for Mobile IoT Applications Using Deep Reinforcement Learning. - Seiya Sugiyama; Keigo Makizoe; Maki Arai; Mikio Hasegawa; Tomoaki Otsuki; Aohan Li (VTC Spring, 2024)

GA-CBLN: A Generative Augmented Cascade Broad Learning Network for Efficient Spectrum Prediction with Missing Data Handling. - Niancong Ji; Ziqin Feng; Shufei Wang; Yibin Zhang; Tomoaki Otsuki; Guan Gui 001; Hikmet Sari (DySPAN, 2025)

A Novel Physical Spoofing Technique Using Radio Frequency Fingerprint Emulation and Model Fitting. - Zhisheng Yao; Yu Wang 078; Guan Gui 001; Tomoaki Otsuki; Shiwen Mao; Xianbin Wang 001; Hikmet Sari (ICC, 2025)

More is Better: Channel-Robust Radio Frequency Fingerprinting with Random Overlay Augmentation. - Yu Wang 078; Francesca Meneghello 001; Shufei Wang; Tomoaki Otsuki; Chau Yuen; Guan Gui 001; Xianbin Wang 001 (WCNC, 2025)

Multi-Dimensional Spectrum Prediction Method Based on Efficient Adaptive Broad Learning. - Niancong Ji; Shufei Wang; Yibin Zhang; Yang Peng; Tomoaki Otsuki; Dusit Niyato; Guan Gui 001 (WCNC, 2025)