Personalized human mobility prediction for HuMob challenge. - Masahiro Suzuki 005; Shomu Furuta; Yusuke Fukazawa (HuMob-Challenge@SIGSPATIAL, 2023)

Human Mobility Prediction using Personalized Spatiotemporal Models. - Masahiro Suzuki 005 (HuMob-Challenge@SIGSPATIAL, 2024)

Lightweight Personalized Human Mobility Prediction using Gradient-Boosted Decision Trees and Graph Neural Networks. - Masahiro Suzuki 005; Hiroshi Iida (SIGSPATIAL/GIS, 2025)

Dialogue-Based Evaluation of Interactions: Comparing Dialogue Robot and Dialogue AI in Cooperative Video Game. - Masahiro Suzuki 005; Bohui Xia; Hiroto Yamamoto; Masanori Miyahara; Kou Kobayashi (CHI Extended Abstracts, 2026)

DAD4TS: Data-Augmentation-Oriented Diffusion Model for Time-Series Forecasting with Small-Scale Data. - Masahiro Suzuki 005; Bohui Xia; Hiroto Yamamoto; Masanori Miyahara (CoRR, 2026)