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Guojiang Shen
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- affiliation: Zhejiang University of Technology, College of Computer Science and Technology, Hangzhou, China
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2020 – today
- 2024
- [j65]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: 111690 (2024) - [j64]Zhenzhen Zhao, Guojiang Shen, Lei Wang
, Xiangjie Kong
:
Graph Spatial-Temporal Transformer Network for Traffic Prediction. Big Data Res. 36: 100427 (2024) - [j63]Lingyun Wang
, Hanlin Zhou
, Yinwei Bao
, Xiaoran Yan
, Guojiang Shen
, Xiangjie Kong
:
Horizontal Federated Recommender System: A Survey. ACM Comput. Surv. 56(9): 240:1-240:42 (2024) - [j62]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): 19210-19231 (2024) - [j61]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): 21135-21145 (2024) - [j60]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: 103048 (2024) - [j59]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: 111876 (2024) - [j58]Jiawei Jiang
, Yile Xu, Honghui Xu
, Guojiang Shen, Jianwei Zheng:
Multi-dimensional visual data completion via weighted hybrid graph-Laplacian. Signal Process. 216: 109305 (2024) - [j57]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): 442-454 (2024) - [j56]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: 12815-12825 (2024) - [j55]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): 6604-6616 (2024) - [j54]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): 6423-6436 (2024) - [j53]Xiangjie Kong
, Hang Lin
, Renhe Jiang
, Guojiang Shen
:
Anomalous Sub-Trajectory Detection With Graph Contrastive Self-Supervised Learning. IEEE Trans. Veh. Technol. 73(7): 9800-9811 (2024) - [c9]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: 297-302 - [c8]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: 402-414 - 2023
- [j52]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: 151-162 (2023) - [j51]Guojiang Shen, Pengfei Li, Zhiyu Chen, Yao Yang, Xiangjie Kong
:
Spatio-temporal interactive graph convolution network for vehicle trajectory prediction. Internet Things 24: 100935 (2023) - [j50]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: 110188 (2023) - [j49]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: 110884 (2023) - [j48]Zhenzhen Zhao, Guojiang Shen, Junjie Zhou, Junchen Jin, Xiangjie Kong:
Spatial-temporal hypergraph convolutional network for traffic forecasting. PeerJ Comput. Sci. 9: e1450 (2023) - [j47]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): 394-403 (2023) - [j46]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): 56:1-56:25 (2023) - [c7]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: 158-173 - 2022
- [j45]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): 103231 (2022) - [j44]Guojiang Shen, Jiajia Tan
, Zhi Liu, Xiangjie Kong:
Enhancing interactive graph representation learning for review-based item recommendation. Comput. Sci. Inf. Syst. 19(2): 573-593 (2022) - [j43]Guojiang Shen, Difeng Zhu, Jingjing Chen, Xiangjie Kong
:
Motif discovery based traffic pattern mining in attributed road networks. Knowl. Based Syst. 250: 109035 (2022) - [j42]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: 5880-5893 (2022) - [j41]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): 197-206 (2022) - [j40]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): 356-364 (2022) - [j39]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): 3426-3436 (2022) - [j38]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): 6308-6316 (2022) - [j37]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): 2876-2887 (2022) - [j36]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): 14413-14426 (2022) - [j35]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): 1359-1375 (2022) - [j34]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: 1702170:1-1702170:16 (2022) - [c6]Guojiang Shen, Nali Liu, Yinghui Liu, Wenfeng Zhou, Xiangjie Kong:
Traffic Flow Imputation Based on Multi-Perspective Spatiotemporal Generative Adversarial Networks. CECNet 2022: 62-73 - 2021
- [j33]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: 156-167 (2021) - [j32]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): 15929-15938 (2021) - [j31]Zhi Liu, Wendi Shu, Guojiang Shen, Xiangjie Kong
:
Coordinated ramp signal optimization framework based on time series flux-correlation analysis. PeerJ Comput. Sci. 7: e446 (2021) - [j30]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: e470 (2021) - [j29]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: 107678 (2021) - [j28]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): 5050-5058 (2021) - [j27]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): 8523-8530 (2021) - [c5]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: 360-365 - [c4]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: 1802-1809 - [c3]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: 1-7 - 2020
- [j26]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: 26573-26582 (2020) - [j25]Li-Nan Zhu
, Peng-Hang Li
, Guojiang Shen
, Zhi Liu
:
A Novel Service Composition Algorithm for Cloud-Based Manufacturing Environment. IEEE Access 8: 39148-39164 (2020) - [j24]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: 76823-76831 (2020) - [j23]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): 4268-4289 (2020) - [j22]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): 265-269 (2020) - [j21]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: 3240675:1-3240675:11 (2020) - [j20]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: 8816681:1-8816681:9 (2020)
2010 – 2019
- 2019
- [j19]Duanyang Liu
, Mengting Wang, Guojiang Shen:
A New Combinatorial Characteristic Parameter for Clustering-Based Traffic Network Partitioning. IEEE Access 7: 40175-40182 (2019) - [j18]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: 42718-42725 (2019) - [j17]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: 88789-88798 (2019) - [j16]Li-Nan Zhu
, Peng-Hang Li
, Xi Yang, Guo-Jiang Shen, Yan-Wei Zhao:
EE-RJMTFN: A novel manufacturing risk evaluation method for alternative resource selection in cloud manufacturing. Concurr. Eng. Res. Appl. 27(1) (2019) - [j15]Duanyang Liu
, Longfeng Tang
, Guojiang Shen, Xiao Han
:
Traffic Speed Prediction: An Attention-Based Method. Sensors 19(18): 3836 (2019) - [j14]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): 4967 (2019) - 2018
- [j13]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: 42131-42141 (2018) - [j12]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: 51756-51765 (2018) - [j11]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: 59329-59335 (2018) - [j10]Zhi Liu
, Xiaobin Pan, Guojiang Shen:
3D Vehicle Model Retrieval Method Based on Angle Structure Feature of Render Image. IEEE Access 6: 65171-65178 (2018) - [j9]Li-Nan Zhu, Yan-Wei Zhao, Cheng Zhao, Guo-Jiang Shen:
A multidimensional extension-based method for resource performance matching in cloud manufacturing. Concurr. Eng. Res. Appl. 26(3): 276-286 (2018) - [j8]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): 292-297 (2018) - 2017
- [j7]Wei Huang, Xi Yang, Guojiang Shen:
Communication-reducing diffusion LMS algorithm over multitask networks. Inf. Sci. 382-383: 115-134 (2017) - [j6]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): 2408-2423 (2017) - 2016
- [j5]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: 97-107 (2016) - [j4]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): 5530-5546 (2016) - [j3]Guo-Jiang Shen, Yong-Yao Yang:
A dynamic signal coordination control method for urban arterial roads and its application. Frontiers Inf. Technol. Electron. Eng. 17(9): 907-918 (2016) - [c2]Li-Nan Zhu, Yan-Wei Zhao, Guo-Jiang Shen:
Performance-Matching-Based Resource Selection for Cloud Manufacturing. CDVE 2016: 25-33 - 2011
- [j2]Xiangjie Kong, Yu Qi, Xiumiao Song, Guojiang Shen:
Modeling disease spreading on complex networks. Comput. Sci. Inf. Syst. 8(4): 1129-1141 (2011)
2000 – 2009
- 2009
- [j1]Guojiang Shen, Xiangjie Kong
:
Study on Road Network Traffic Coordination Control Technique With Bus Priority. IEEE Trans. Syst. Man Cybern. Part C 39(3): 343-351 (2009) - 2006
- [c1]Guo-Jiang Shen:
Traffic Flow Modeling of Urban Expressway Using Artificial Neural Networks. ISNN (2) 2006: 15-22
Coauthor Index
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