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Scientific Reports|September 29, 2025
A multimodal deep fusion framework for highway traffic anomaly detectionMengmeng Duan, Shaowei Sun, Mingzhou LiuPlos One|June 25, 2025
A framework for detecting and predicting highway traffic anomalies via multimodal fusion and heterogeneous graph neural networksShaowei Sun, Mingzhou LiuScientific Reports|October 24, 2025
Attention-based multi-agent reinforcement learning for traffic flow stability in mountainous tunnel entrancesMengmeng DuanScientific Reports|October 24, 2025
Simulation analysis of traffic flow stability for intelligent connected vehicles at mountain tunnel entrances considering nonlinear coupling effectsMengmeng DuanIEEE Transactions on Neural Networks and Learning Systems|December 25, 2019
Multiagent Containment Control With Nonconvex States Constraints, Nonuniform Time Delays, and Switching Directed NetworksYi Huang, Mengmeng Duan, Lipo MoPlos One|July 10, 2025
Understanding older adults' adoption of facial recognition payment: An integrated model of TAM and UXTMingzhou Liu, Caixia Wang, Jing HuBioengineered|October 18, 2021
Identification of a prognostic chemoresistance-related gene signature associated with immune microenvironment in breast cancerMingzhou Liu, Qiaoyan Li, Ningmin ZhaoHeliyon|November 29, 2023
Older adults' intention to use voice assistants: Usability and emotional needsMingzhou Liu, Caixia Wang, Jing HuBone & Joint Research|August 3, 2021
The role of TGF-β2 in cartilage development and diseasesMengmeng Duan, Qingxuan Wang, Yang Liu, et al.Acta Biochimica Et Biophysica Sinica|May 12, 2023
The role of mechano growth factor in chondrocytes and cartilage defects: a concise reviewYi Liu, Mengmeng Duan, Demao Zhang, et al.Pageof 11