Zhiqi Shao

ST-MambaSync: Complement the power of Mamba and Transformer fusion for less computational cost in spatial–temporal traffic forecasting

Zhiqi Shao, Ze Wang, Xusheng Yao et al. · Information Fusion · 2024 · 25 citations

Computing, Data Science, Forecasting +15

Policy incentives and market mechanisms dual-driven framework for new energy vehicles promotion

Xusheng Yao, Zhiqi Shao, Ze Wang et al. · Energy Policy · 2025 · 22 citations · Full text

Social Sciences, Business Economics, Economics +17

A spatial–temporal dynamic attention-based Mamba model for multi-type passenger demand prediction in multimodal public transit systems

Zhiqi Shao, Haoning Xi, David A. Hensher et al. · Transportation Research Part E Logistics and Transportation Review · 2025 · 13 citations · Full text

Public Health, Transportation Planning, Transport +16

A multi-task Transformer with mixture-of-experts for personalized periodic predictions of individual travel behavior in multimodal public transport

Haoning Xi, Zhiqi Shao, David A. Hensher et al. · Transportation Research Part C Emerging Technologies · 2025 · 10 citations · Full text

Public Health, Data Science, Transportation Planning +17