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A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility Journal article
Ling, Jiahao, Lan, Yuanchun, Huang, Xiaohui, Yang, Xiaofei. A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility[J]. Complex and Intelligent Systems, 2024, 10(3), 3305-3317.
Authors:  Ling, Jiahao;  Lan, Yuanchun;  Huang, Xiaohui;  Yang, Xiaofei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.0/5.2 | Submit date：2024/05/16
Multivariate Time Series  Periodicity  Spatial–temporal  Traffic Forecasting  
Multi-Agent Mix Hierarchical Deep Reinforcement Learning for Large-Scale Fleet Management Journal article
Huang, Xiaohui, Ling, Jiahao, Yang, Xiaofei, Zhang, Xiong, Yang, Kaiming. Multi-Agent Mix Hierarchical Deep Reinforcement Learning for Large-Scale Fleet Management[J]. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(12), 14294-14305.
Authors:  Huang, Xiaohui;  Ling, Jiahao;  Yang, Xiaofei;  Zhang, Xiong;  Yang, Kaiming
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:7.9/8.3 | Submit date：2024/01/02
Fleet Management  Hierarchical Reinforcement Learning  Multi-agent Reinforcement Learning