陈小波

陈小波 博士 计算机科学与技术学术带头人      

近五年获批的国家两金项目

国家自然科学基金项目：基于时空特征驱动稀疏学习的路网交通流缺失值恢复研究(61773184)，2018.01-2021.12          

近五年发表的代表性学术论文

[1]X Chen, H Zhang, Y Hu, J Liang, H Wang. VNAGT: Variational Non-Autoregressive Graph Transformer Network for Multi-Agent Trajectory Prediction, IEEE Transactions on Vehicular Technology, DOI: 10.1109/TVT.2023.3273230, 2023          

[2]X Chen, K Wang, Z Li, Y Zhang, Q Ye. A Novel Nonconvex Low-rank Tensor Completion Approach for Traffic Sensor Data Recovery from Incomplete Measurements, IEEE Transactions on Instrumentation and Measurement, 72: 2518715, 2023          

[3]X Chen, Y Gao, H Yu, H Wang, Y Cai. Driving Style Feature Extraction and Recognition Based on Hyperdimensional Computing and Semi-supervised Twin Projection Vector Machine, IEEE Transactions on Intelligent Transportation Systems, DOI: 10.1109/TITS.2023.3297986, 2023          

[4]X Chen, H Yu, F Zhao, Y Hu, Z Li. Global-Local Discriminative Representation Learning Network for Viewpoint-Aware Vehicle Re-identification in Intelligent Transportation, IEEE Transactions on Instrumentation and Measurement, 72: 5021313, 2023          

[5]X Chen, J Du, F Deng, F Zhao. Transferable Driver Facial Expression Recognition Based on Joint Discriminative Correlation Alignment Network with Enhanced Feature Attention, IET Intelligent Transportation Systems, DOI:10.1049/itr2.12423, 2023          

[6]X Chen, H Zhang, F Zhao, Y Hu, C Tan, J Yang. Intention-aware Vehicle Trajectory Prediction based on Spatial-temporal Dynamic Attention Network for Internet of Vehicles, IEEE Transactions on Intelligent Transportation Systems, 23(10):19471-19483, 2022          

[7]X Chen, H Zhang, F Zhao, Y Cai, H Wang, Q Ye. Vehicle Trajectory Prediction Based on Intention-Aware Non-Autoregressive Transformer with Multi-Attention Learning for Internet of Vehicles, IEEE Transactions on Instrumentation and Measurement, 71:2513912, 2022          

[8]X Chen, S Liang, Z Zhang, F Zhao. A Novel Spatiotemporal Data Low-Rank Imputation Approach for Traffic Sensor Network, IEEE Internet of Things Journal, 9(20): 20122-20135, 2022

近五年获奖或称号

泰山学者青年专家，2021-2025