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MA-LSTM: A Multi-Attention Based LSTM for Complex Pattern Extraction Conference paper
Milan, 10-15 Jan. 2021
Authors:  Jingjie Guo;  Kelang Tian;  Kejiang Ye;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Multi-attention  Traffic Prediction  Handwriting Recognition  Language Model  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network  
Quaternion block sparse representation for signal recovery and classification Journal article
Signal Processing, 2021,Volume: 179
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Wang,Yulong;  Tang,Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Block sparse representation  Quaternion representation  Signal recovery  
Optimal ADMM-Based Spectrum and Power Allocation for Heterogeneous Small-Cell Networks with Hybrid Energy Supplies Journal article
IEEE Transactions on Mobile Computing, 2021,Volume: 20,Issue: 2,Page: 662-677
Authors:  Qian,Li Ping;  Wu,Yuan;  Ji,Bo;  Shen,Xuemin Sherman
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
Energy Cost Minimization  Heterogeneous Small-cell Networks  Hybrid Energy Supplies  Network Utility Maximization  Resource Allocation  
Matrix-monotonic optimization - Part II: Multi-variable optimization Journal article
IEEE Transactions on Signal Processing, 2021,Volume: 69,Page: 179-194
Authors:  Xing,Chengwen;  Wang,Shuai;  Chen,Sheng;  Ma,Shaodan;  Poor,H. Vincent;  Hanzo,Lajos
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
matrix-monotonic optimization  MIMO  multiple matrix-variate optimizations  
Matrix-Monotonic Optimization-Part I: Single-Variable Optimization Journal article
IEEE Transactions on Signal Processing, 2021,Volume: 69,Page: 738-754
Authors:  Xing,Chengwen;  Wang,Shuai;  Chen,Sheng;  Ma,Shaodan;  Poor,H. Vincent;  Hanzo,Lajos
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
majorization theory  Matrix-monotonic optimization  optimal structures  transceiver optimization  
Dynamic spectrum allocation enabled multi-user latency minimization in mobile edge computing Conference paper
Proceedings - 2020 16th International Conference on Mobility, Sensing and Networking, MSN 2020
Authors:  Li, Yang;  Wu, Yuan;  Jia, Weijia
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And Resource Management  Computation Offloading  Dynamic Bandwidth Allocation  Multi-user Mobile Edge Computing  
Deep Learning Empowered Traffic Offloading in Intelligent Software Defined Cellular V2X Networks Journal article
IEEE Transactions on Vehicular Technology, 2020,Volume: 69,Issue: 11,Page: 13328-13340
Authors:  Fan,Bo;  He,Zhengbing;  Wu,Yuan;  He,Jia;  Chen,Yanyan;  Jiang,Li
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
C-v2x Networks  Deep Learning  Software-defined-networking  Traffic Offloading  
An enhanced particle swarm optimization with distribution fields appearance model for object tracking Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2020,Volume: 19,Issue: 1
Authors:  Quanyi Hu;  Peng Qin;  Jie Yang;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Object Tracking  Distribution Fields  Particle Swarm Optimization  
The Power of Triply Complementary Priors for Image Compressive Sensing Conference paper
Proceedings - International Conference on Image Processing, ICIP, Abu Dhabi, United Arab Emirates, 25-28 Oct. 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Joey Tianyi Zhou;  Jiantao Zhou;  Bihan Wen;  Ce Zhu
Favorite |  | TC[WOS]:0 TC[Scopus]:5 | Submit date:2021/03/11
Deep Prior  Hybrid Plug-and-play  Image Cs  Non-local Self-similarity  Triply Complementary Priors