一、个人简介

吴非，博士，讲师。河海大学人工智能专业毕业，主要研究方向包括：领域数据智能感知、时空数据挖掘、智慧交通、计算机视觉。

二、社会兼职

《Transportation Research Part E: Logistics and Transportation Review》、《Expert Systems with Applications》等top期刊审稿人。

三、学术成果

1.Wu F, Zheng C, Zhou S, et al. An Interpretable Approach to Passenger Flow Prediction and Irregular Passenger Travel Patterns Understanding in Metro System. Expert Systems with Applications,2025.（sci,)

2.Wu F, Zheng C, Du M, et al. LLM4PT: A Large Language Model-based System for Flexible and Explainable Public Transit Demand Prediction. Computers & Industrial Engineering, 2025.(sci)

3.Wu F, Zheng C, Du M, et al. Heterogeneous Multi-view Graph Gated Neural Networks for Real-time Origin-Destination Matrix Prediction in Metro Systems. Transportmetrica B: Transport Dynamics, 2025.（sci)

4.Wu F, Zheng C, Du M, et al. Adaptive Passenger Flow Prediction in Metro Systems: An Incremental Learning Framework for Evolving Patterns. Journal of Transportation Engineering, Part A:Systems, 2025.(sci)

5.Wu F, Zheng C, Zhang C, et al. Multi-View Multi-Attention Graph Neural Network for Traffic Flow Forecasting. Applied Sciences, 2023.(sci)

6.Ma J, Zheng C, Zheng S, Wu F, Zhang L, Wu Z. Revealing the multiscale impact of external factors on dockless bike sharing and metro integration: Evidence from Shenzhen. International Journal of Sustainable Transportation, 2024. (sci)

7.Zhang X, Wang X, Wu F, et al. Machine learning models to predict the bioaccessibility of parent and substituted polycyclic aromatic hydrocarbons (PAHs) in food: Impact on accurate health risk assessment. Journal of Hazardous Materials, 2024.(sci)

8.Sun K, Gu Y, Ma KWF, Zheng C, Wu F. Medical supplies delivery route optimization under public health emergencies incorporating metro-based logistics system. Transportation Research Record, 2024.(sci)

9.马君泽, 郑长江*, 吴非等. 面向地铁站点的共享单车接驳出行特征及影响因素分析[J]. 吉林大学学报(工学版), 2024. (EI检索).

10. Lu Y, Zheng C, Zheng S, Ma J, Wu Z, Wu F, Shen Y. Multi-spatio-temporal convolutional neural network for short-term metro passenger flow prediction. Electronics, 2024.(sci)

11. Lu Y, Zheng C, Ma G, Wu F. Short-term subway passenger flow prediction based on GCN-LSTM-MHA. In: Proceedings of the 2023 4th International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE 2023). IEEE, 2023.

12.Shen Y, Zheng C, Wu F. Study on traffic accident forecast of urban excess tunnel considering missing data filling. Applied Sciences, 2023.(sci)

13.Zheng C, Zhang C, Ma J, Wu F, Sun K. Location selection of metro-based distribution nodes for underground logistics system with bi-level programming model. Symmetry, 2022.(sci)

四、联系方式

wufei26@jit.edu.cn