Guojiang Shen

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 67

Top Topics

Convolutional Network

Reinforcement Learning

Top Venues

IEEE Trans. Ind. Informatics

Knowl. Based Syst.

Wirel. Commun. Mob. Comput.

Publications

Xiangjie Kong, Chen-hao Ni, Gaohui Duan, Guojiang Shen, Yao Yang, Sajal K. Das
Energy Consumption Optimization of UAV-Assisted Traffic Monitoring Scheme With Tiny Reinforcement Learning. IEEE Internet Things J. 11 (12) (2024)
Zhenzhen Zhao, Guojiang Shen, Lei Wang, Xiangjie Kong
Graph Spatial-Temporal Transformer Network for Traffic Prediction. Big Data Res. 36 (2024)
Xiangjie Kong, Zhehui Shen, Kailai Wang, Guojiang Shen, Yanjie Fu
Exploring Bus Stop Mobility Pattern: A Multi-Pattern Deep Learning Prediction Framework. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Xiangjie Kong, Hang Lin, Renhe Jiang, Guojiang Shen
Anomalous Sub-Trajectory Detection With Graph Contrastive Self-Supervised Learning. IEEE Trans. Veh. Technol. 73 (7) (2024)
Huan Li, Xiangjie Kong, Guojiang Shen, Xiaoran Yan, Yao Yang, Mario Collotta
Point-Correlate Adversarial Transformer for Unsupervised Multivariate Time Series Anomaly Detection. CSCWD (2024)
Jiawei Jiang, Yile Xu, Honghui Xu, Guojiang Shen, Jianwei Zheng
Multi-dimensional visual data completion via weighted hybrid graph-Laplacian. Signal Process. 216 (2024)
Xiangjie Kong, Zhiqiang Huang, Guojiang Shen, Hang Lin, Mingjie Lv
Urban Overtourism Detection Based on Graph Temporal Convolutional Networks. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Xiangjie Kong, Juntao Wang, Zehao Hu, Yuwei He, Xiangyu Zhao, Guojiang Shen
Mobile Trajectory Anomaly Detection: Taxonomy, Methodology, Challenges, and Directions. IEEE Internet Things J. 11 (11) (2024)
Xiangjie Kong, Haopeng Yuan, Guojiang Shen, Hanlin Zhou, Weiyao Liu, Yao Yang
Mitigating data imbalance and generating better prototypes in heterogeneous Federated Graph Learning. Knowl. Based Syst. 296 (2024)
Xiangjie Kong, Wenyi Zhang, Youyang Qu, Xin-Wei Yao, Guojiang Shen
FedAWR: An Interactive Federated Active Learning Framework for Air Writing Recognition. IEEE Trans. Mob. Comput. 23 (5) (2024)
Xiangjie Kong, Junhui Bi, Qiao Chen, Guojiang Shen, Tachia Chin, Giovanni Pau
Traffic trajectory generation via conditional Generative Adversarial Networks for transportation Metaverse. Appl. Soft Comput. 160 (2024)
Lingyun Wang, Hanlin Zhou, Yinwei Bao, Xiaoran Yan, Guojiang Shen, Xiangjie Kong
Horizontal Federated Recommender System: A Survey. ACM Comput. Surv. 56 (9) (2024)
Si Shen, Guojiang Shen, Xiaoxue Yang, Feng Xia, Hao Du, Xiangjie Kong
Mean-field reinforcement learning for decentralized task offloading in vehicular edge computing. J. Syst. Archit. 146 (2024)
Lingyun Wang, Xiangjie Kong, Jianxin Li, Can Shu, Guojiang Shen
Exploring Personalized Intents with Knowledge Graph for Federated Self-supervised Recommendation. ICIC (LNAI 1) (2024)
Tachia Chin, Yi Shi, Guojiang Shen, Antonio Usai, Cucci Mirko
Employee Psychological Resources as a Microfoundation for Organizational Knowledge Creation Across Cultures: A Yin-Yang Dialectical Systems View. IEEE Trans. Engineering Management 71 (2024)
Yan Zhang, Guojiang Shen, Xiao Han, Wei Wang, Xiangjie Kong
Spatio-Temporal Digraph Convolutional Network-Based Taxi Pickup Location Recommendation. IEEE Trans. Ind. Informatics 19 (1) (2023)
Zhi Liu, Hanlin Zhou, Feng Xia, Guojiang Shen, Vidya Saikrishna, Xiaohua He, Jiaxin Du, Xiangjie Kong
Subgraph Federated Learning with Global Graph Reconstruction. APWeb-WAIM (1) (2023)
Xiangjie Kong, Wenfeng Zhou, Guojiang Shen, Wenyi Zhang, Nali Liu, Yao Yang
Dynamic graph convolutional recurrent imputation network for spatiotemporal traffic missing data. Knowl. Based Syst. 261 (2023)
Zhenzhen Zhao, Guojiang Shen, Junjie Zhou, Junchen Jin, Xiangjie Kong
Spatial-temporal hypergraph convolutional network for traffic forecasting. PeerJ Comput. Sci. 9 (2023)
Guojiang Shen, Wenfeng Zhou, Wenyi Zhang, Nali Liu, Zhi Liu, Xiangjie Kong
Bidirectional spatial-temporal traffic data imputation via graph attention recurrent neural network. Neurocomputing 531 (2023)
Zhi Liu, Yang Chen, Feng Xia, Jixin Bian, Bing Zhu, Guojiang Shen, Xiangjie Kong
TAP: Traffic Accident Profiling via Multi-Task Spatio-Temporal Graph Representation Learning. ACM Trans. Knowl. Discov. Data 17 (4) (2023)
Zhi Liu, Deju Zhang, Chenwei Zhang, Jixin Bian, Junhui Deng, Guojiang Shen, Xiangjie Kong
KDRank: Knowledge-driven user-aware POI recommendation. Knowl. Based Syst. 278 (2023)
Guojiang Shen, Pengfei Li, Zhiyu Chen, Yao Yang, Xiangjie Kong
Spatio-temporal interactive graph convolution network for vehicle trajectory prediction. Internet Things 24 (2023)
Guojiang Shen, Xiao Han, Kwai-Sang Chin, Xiangjie Kong
An Attention-Based Digraph Convolution Network Enabled Framework for Congestion Recognition in Three-Dimensional Road Networks. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Guojiang Shen, Difeng Zhu, Jingjing Chen, Xiangjie Kong
Motif discovery based traffic pattern mining in attributed road networks. Knowl. Based Syst. 250 (2022)
Guojiang Shen, Jiajia Tan, Zhi Liu, Xiangjie Kong
Enhancing interactive graph representation learning for review-based item recommendation. Comput. Sci. Inf. Syst. 19 (2) (2022)
Difeng Zhu, Guojiang Shen, Jingjing Chen, Wenfeng Zhou, Xiangjie Kong
A Higher-Order Motif-Based Spatiotemporal Graph Imputation Approach for Transportation Networks. Wirel. Commun. Mob. Comput. 2022 (2022)
Guojiang Shen, Zhenzhen Zhao, Xiangjie Kong
GCN2CDD: A Commercial District Discovery Framework via Embedding Space Clustering on Graph Convolution Networks. IEEE Trans. Ind. Informatics 18 (1) (2022)
Jinshan Xu, Mengting Wang, Jinpeng Zhang, Zhenqin Chen, Wei Huang, Guojiang Shen, Meiyu Zhang
Network Theory Based EHG Signal Analysis and its Application in Preterm Prediction. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Xiangjie Kong, Bing Zhu, Guojiang Shen, Tewabe Chekole Workneh, Zhanhao Ji, Yang Chen, Zhi Liu
Spatial-Temporal-Cost Combination Based Taxi Driving Fraud Detection for Collaborative Internet of Vehicles. IEEE Trans. Ind. Informatics 18 (5) (2022)
Jiawei Jiang, Yuchao Feng, Honghui Xu, Guojiang Shen, Jianwei Zheng
Hyperspectral and Multispectral Data Fusion via Joint Local-Nonlocal Modeling and Truncation Operator. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Xiangjie Kong, Haoran Gao, Guojiang Shen, Gaohui Duan, Sajal K. Das
FedVCP: A Federated-Learning-Based Cooperative Positioning Scheme for Social Internet of Vehicles. IEEE Trans. Comput. Soc. Syst. 9 (1) (2022)
Xiangjie Kong, Ning Li, Chenwei Zhang, Guojiang Shen, Zhaolong Ning, Tie Qiu
Multi-Feature Representation Based COVID-19 Risk Stage Evaluation With Transfer Learning. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Jinshan Xu, Zhenqin Chen, Hangxiao Lou, Guojiang Shen, Alain Pumir
Review on EHG signal analysis and its application in preterm diagnosis. Biomed. Signal Process. Control. 71 (Part) (2022)
Guojiang Shen, Nali Liu, Yinghui Liu, Wenfeng Zhou, Xiangjie Kong
Traffic Flow Imputation Based on Multi-Perspective Spatiotemporal Generative Adversarial Networks. CECNet (2022)
Xiangjie Kong, Gaohui Duan, Mingliang Hou, Guojiang Shen, Hui Wang, Xiaoran Yan, Mario Collotta
Deep Reinforcement Learning-Based Energy-Efficient Edge Computing for Internet of Vehicles. IEEE Trans. Ind. Informatics 18 (9) (2022)
Xiangjie Kong, Kailai Wang, Mingliang Hou, Xinyu Hao, Guojiang Shen, Xin Chen, Feng Xia
A Federated Learning-Based License Plate Recognition Scheme for 5G-Enabled Internet of Vehicles. IEEE Trans. Ind. Informatics 17 (12) (2021)
Xiangjie Kong, Jiaxing Li, Luna Wang, Guojiang Shen, Yiming Sun, Ivan Lee
Recurrent-DC: A deep representation clustering model for university profiling based on academic graph. Future Gener. Comput. Syst. 116 (2021)
Weitao Liu, Xuanyi Liu, Hui Feng, Yiran Wang, Lintao Guan, Weifeng Xu, Guojiang Shen, Zhi Liu, Xiangjie Kong
ST-TAP: A Traffic Accident Prediction Framework Based on Spatio-Temporal Transformer. DASC/PiCom/CBDCom/CyberSciTech (2021)
Jiaxing Li, Luna Wang, Yiming Sun, Guojiang Shen, Ivan Lee, Xiangjie Kong
More Complex More Productive: Characterizing Top Universities Based on Research Publications. IMCOM (2021)
Lingyun Wang, Guojiang Shen, Kaifeng Yu, Zhanhao Ji, Xiangjie Kong
Lane-Level Traffic Flow Prediction Based on Dynamic Graph Generation. HPCC/DSS/SmartCity/DependSys (2021)
Xiangjie Kong, Shiqin Tong, Haoran Gao, Guojiang Shen, Kailai Wang, Mario Collotta, Ilsun You, Sajal K. Das
Mobile Edge Cooperation Optimization for Wearable Internet of Things: A Network Representation-Based Framework. IEEE Trans. Ind. Informatics 17 (7) (2021)
Xiangjie Kong, Kailai Wang, Shupeng Wang, Xiaojie Wang, Xin Jiang, Yi Guo, Guojiang Shen, Xin Chen, Qichao Ni
Real-Time Mask Identification for COVID-19: An Edge-Computing-Based Deep Learning Framework. IEEE Internet Things J. 8 (21) (2021)
Jianwei Zheng, Ping Yang, Guojiang Shen, Shengyong Chen, Wei Zhang
Enhanced low-rank constraint for temporal subspace clustering and its acceleration scheme. Pattern Recognit. 111 (2021)
Zhi Liu, Wendi Shu, Guojiang Shen, Xiangjie Kong
Coordinated ramp signal optimization framework based on time series flux-correlation analysis. PeerJ Comput. Sci. 7 (2021)
Guojiang Shen, Kaifeng Yu, Meiyu Zhang, Xiangjie Kong
ST-AFN: a spatial-temporal attention based fusion network for lane-level traffic flow prediction. PeerJ Comput. Sci. 7 (2021)
Guojiang Shen, Xiangyu Zhu, Wei Xu, Longfeng Tang, Xiangjie Kong
Research on Phase Combination and Signal Timing Based on Improved K-Medoids Algorithm for Intersection Signal Control. Wirel. Commun. Mob. Comput. 2020 (2020)
Zhi Liu, Ye Wu, Shipeng Cao, Li-Nan Zhu, Guojiang Shen
A Ramp Metering Method Based on Congestion Status in the Urban Freeway. IEEE Access 8 (2020)
Xiangjie Kong, Haoran Gao, Osama Alfarraj, Qichao Ni, Chaofan Zheng, Guojiang Shen
HUAD: Hierarchical Urban Anomaly Detection Based on Spatio-Temporal Data. IEEE Access 8 (2020)
Si Shen, Guojiang Shen, Yang Shen, Duanyang Liu, Xi Yang, Xiangjie Kong
PGA: An Efficient Adaptive Traffic Signal Timing Optimization Scheme Using Actor-Critic Reinforcement Learning Algorithm. KSII Trans. Internet Inf. Syst. 14 (11) (2020)
Li-Nan Zhu, Peng-Hang Li, Guojiang Shen, Zhi Liu
A Novel Service Composition Algorithm for Cloud-Based Manufacturing Environment. IEEE Access 8 (2020)
Zirui Ruan, Zhongyuan Ruan, Guojiang Shen
基于交通路网的TASEP模型的扩展研究 (Study of TASEP Model Based on Road Networks). 计算机科学 47 (1) (2020)
Yizhen Xie, Qichao Ni, Osama Alfarraj, Haoran Gao, Guojiang Shen, Xiangjie Kong, Amr Tolba
DeepCF: A Deep Feature Learning-Based Car-Following Model Using Online Ride-Hailing Trajectory Data. Wirel. Commun. Mob. Comput. 2020 (2020)
Zhi Liu, Yue Chen, Bo Chen, Li-Nan Zhu, Du Wu, Guojiang Shen
Crowd Counting Method Based on Convolutional Neural Network With Global Density Feature. IEEE Access 7 (2019)
Duanyang Liu, Longfeng Tang, Guojiang Shen, Xiao Han
Traffic Speed Prediction: An Attention-Based Method. Sensors 19 (18) (2019)
Duanyang Liu, Mengting Wang, Guojiang Shen
A New Combinatorial Characteristic Parameter for Clustering-Based Traffic Network Partitioning. IEEE Access 7 (2019)
Difeng Zhu, Guojiang Shen, Duanyang Liu, Jingjing Chen, Yijiang Zhang
FCG-ASpredictor: An Approach for the Prediction of Average Speed of Road Segments with Floating Car GPS Data. Sensors 19 (22) (2019)
Guojiang Shen, Linfeng Zhu, Jihan Lou, Si Shen, Zhi Liu, Longfeng Tang
Infrared Multi-Pedestrian Tracking in Vertical View via Siamese Convolution Network. IEEE Access 7 (2019)
Tao Tang, Xiangjie Kong, Menglin Li, Jinzhong Wang, Guojiang Shen, Xinshuang Wang
VISOS: A Visual Interactive System for Spatial-Temporal Exploring Station Importance Based on Subway Data. IEEE Access 6 (2018)
Zhi Liu, Xiaobin Pan, Guojiang Shen
3D Vehicle Model Retrieval Method Based on Angle Structure Feature of Render Image. IEEE Access 6 (2018)
Guojiang Shen, Xiao Han, Junjie Zhou, Zhongyuan Ruan, Qihong Pan
Research on Intelligent Analysis and Depth Fusion of Multi-Source Traffic Data. IEEE Access 6 (2018)
Duanyang Liu, Jiangfan Zheng, Guojiang Shen, Zhi Liu
基于CUDA的k-means算法并行化研究 (Study on Parallel K-means Algorithm Based on CUDA). 计算机科学 45 (11) (2018)
Guojiang Shen, Chaohuan Chen, Qihong Pan, Si Shen, Zhi Liu
Research on Traffic Speed Prediction by Temporal Clustering Analysis and Convolutional Neural Network With Deformable Kernels (May, 2018). IEEE Access 6 (2018)
Wei Huang, Xi Yang, Guojiang Shen
Communication-reducing diffusion LMS algorithm over multitask networks. Inf. Sci. (2017)
Jianwei Zheng, Ping Yang, Shengyong Chen, Guojiang Shen, Wanliang Wang
Iterative Re-Constrained Group Sparse Face Recognition With Adaptive Weights Learning. IEEE Trans. Image Process. 26 (5) (2017)
Xianping Huang, Wanliang Wang, Guojiang Shen, Xiaoqing Feng, Xiangjie Kong
Crowd Activity Classification Using Category Constrained Correlated Topic Model. KSII Trans. Internet Inf. Syst. 10 (11) (2016)
Xiangjie Kong, Zhenzhen Xu, Guojiang Shen, Jinzhong Wang, Qiuyuan Yang, Benshi Zhang
Urban traffic congestion estimation and prediction based on floating car trajectory data. Future Gener. Comput. Syst. 61 (2016)
Xiangjie Kong, Yu Qi, Xiumiao Song, Guojiang Shen
Modeling disease spreading on complex networks. Comput. Sci. Inf. Syst. 8 (4) (2011)
Guojiang Shen, Xiangjie Kong
Study on Road Network Traffic Coordination Control Technique With Bus Priority. IEEE Trans. Syst. Man Cybern. Part C 39 (3) (2009)