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A Distributional Perspective on Multiagent Cooperation With Deep Reinforcement Learning Journal article
Liwei, Huan, Mingsheng, Fu, Ananya, Rao, Athirai A., Irissappane, Jie, Zhang, Chengzhong, Xu. A Distributional Perspective on Multiagent Cooperation With Deep Reinforcement Learning[J].  IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 4246-4259.
Authors:  Liwei, Huan;  Mingsheng, Fu;  Ananya, Rao;  Athirai A., Irissappane;  Jie, Zhang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2023/08/08
Deep Reinforcement Learning (Rl)  Distributional Rl  Multiagent System  Neural Network  
Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms Conference paper
Lu, Chengzhi, Xu, Huanle, Ye, Kejiang, Xu, Guoyao, Zhang, Liping, Yang, Guodong, Xu, Chengzhong. Understanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms[C]:Association for Computing Machinery, Inc, 2023, 416-432.
Authors:  Lu, Chengzhi;  Xu, Huanle;  Ye, Kejiang;  Xu, Guoyao;  Zhang, Liping; et al.
Favorite | TC[WOS]:6 TC[Scopus]:10 | Submit date：2023/06/05
Cloud Computing  Resource Over-commitment  Unified Scheduling  
Heterogeneous Domain Adaptation for IoT Intrusion Detection: A Geometric Graph Alignment Approach Journal article
Wu, Jiashu, Dai, Hao, Wang, Yang, Ye, Kejiang, Xu, Chengzhong. Heterogeneous Domain Adaptation for IoT Intrusion Detection: A Geometric Graph Alignment Approach[J]. IEEE Internet of Things Journal, 2023, 10(12), 10764-10777.
Authors:  Wu, Jiashu;  Dai, Hao;  Wang, Yang;  Ye, Kejiang;  Xu, Chengzhong
Favorite | TC[WOS]:8 TC[Scopus]:16  IF:8.2/9.0 | Submit date：2023/07/19
Domain ADaptation (Da)  Geometric Graph Alignment (Gga)  Internet Of Things (Iot)  Intrusion Detection  Pseudo-label Election  
Flash: Joint Flow Scheduling and Congestion Control in Data Center Networks Journal article
Gao, Chengxi, Chu, Shuhui, Xu, Hong, Xu, Minxian, Ye, Kejiang, Xu, Cheng Zhong. Flash: Joint Flow Scheduling and Congestion Control in Data Center Networks[J]. IEEE Transactions on Cloud Computing, 2023, 11(1), 1038 - 1049.
Authors:  Gao, Chengxi;  Chu, Shuhui;  Xu, Hong;  Xu, Minxian;  Ye, Kejiang; et al.
Favorite | TC[WOS]:11 TC[Scopus]:10  IF:5.3/4.6 | Submit date：2022/05/13
Cloud Computing  Congestion Control  Data Center Networking  Flow Scheduling  
Metro OD Matrix Prediction based on Multi-view Passenger Flow Evolution Trend Modeling Journal article
Furong Zheng, Juanjuan Zhao, Jiexia Ye, Xitong Gao, Kejiang Ye, Chengzhong Xu. Metro OD Matrix Prediction based on Multi-view Passenger Flow Evolution Trend Modeling[J]. IEEE Transactions on Big Data, 2022, 9(3), 991 - 1003.
Authors:  Furong Zheng;  Juanjuan Zhao;  Jiexia Ye;  Xitong Gao;  Kejiang Ye; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:7.5/5.8 | Submit date：2023/01/30
Graph Attention Networks  Origin Destination Prediction  
A Cylindrical Convolution Network for Dense Top-View Semantic Segmentation with LiDAR Point Clouds Conference paper
Jiacheng, Lu, Chengzhong, Xu, Shuo, Gu, Hui, Kong. A Cylindrical Convolution Network for Dense Top-View Semantic Segmentation with LiDAR Point Clouds[C], 2022.
Authors:  Jiacheng, Lu;  Chengzhong, Xu;  Shuo, Gu;  Hui, Kong
Adobe PDF | Favorite |  | Submit date：2022/08/30
HARMONY: Heterogeneity-Aware Hierarchical Management for Federated Learning System Conference paper
Chunlin Tian, Li Li, Zhan Shi, Jun Wang, ChengZhong Xu. HARMONY: Heterogeneity-Aware Hierarchical Management for Federated Learning System[C]:IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, 2022.
Authors:  Chunlin Tian;  Li Li;  Zhan Shi;  Jun Wang;  ChengZhong Xu
Favorite | TC[WOS]:4 TC[Scopus]:12 | Submit date：2022/08/30
Federated Learning  Heterogeneous Systems  Mobile Device  
Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data Journal article
Jiexia Ye, Juanjuan Zhao, Furong Zheng, Chengzhong Xu. Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data[J]. NEURAL COMPUTING & APPLICATIONS, 2022, 35(4), 3325 - 3341.
Authors:  Jiexia Ye;  Juanjuan Zhao;  Furong Zheng;  Chengzhong Xu
Favorite | TC[WOS]:10 TC[Scopus]:12  IF:4.5/4.7 | Submit date：2023/01/30
Origin-destination Matrix Prediction  Destination Distribution Availability  Self-attention Mechanism  Temporal Convolution Network  
GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data Journal article
Zhao, Juanjuan, Zhang, Liutao, Ye, Kejiang, Ye, Jiexia, Zhang, Jun, Zhang, Fan, Xu, Chengzhong. GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(10), 18337-18351.
Authors:  Zhao, Juanjuan;  Zhang, Liutao;  Ye, Kejiang;  Ye, Jiexia;  Zhang, Jun; et al.
Favorite | TC[WOS]:6 TC[Scopus]:8  IF:7.9/8.3 | Submit date：2022/08/05
Metro System  Afc Data  Wifi Access Data  Trajectory  Passenger Identification  
MDLF: A Multi-View-Based Deep Learning Framework for Individual Trip Destination Prediction in Public Transportation Systems Journal article
Zhao, Juanjuan, Zhang, Liutao, Ye, Jiexia, Xu, Chengzhong. MDLF: A Multi-View-Based Deep Learning Framework for Individual Trip Destination Prediction in Public Transportation Systems[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8), 13316-13329.
Authors:  Zhao, Juanjuan;  Zhang, Liutao;  Ye, Jiexia;  Xu, Chengzhong
Favorite | TC[WOS]:9 TC[Scopus]:8  IF:7.9/8.3 | Submit date：2022/05/13
Data Models  Deep Learning  Deep Learning  Destination Forecasting  Feature Extraction  Global Positioning System  Individual Mobility.  Its  Predictive Models  Real-time Systems  Trajectory