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SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
IEEE Internet of Things Journal, 2021,Volume: 8,Issue: 22,Page: 16666-16679
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/05/31
Internet Of Vehicles (Iov).  Magnetic Domains  Magnetic Sensing  Magnetic Sensors  Monitoring  Perpendicular Magnetic Anisotropy  Roads  Sensors  Time-frequency Analysis  Traffic Monitoring  Vehicle Type Classification  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
COMO: Efficient Deep Neural Networks Expansion With COnvolutional MaxOut Journal article
IEEE Transactions on Multimedia, 2020
Authors:  Zhao,Baoxin;  Xiong,Haoyi;  Bian,Jiang;  Guo,Zhishan;  Xu,Cheng Zhong;  Dou,Dejing
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/09
Computer Architecture  Convolution  Convolutional Neural Networks  Deep Learning  Spatial Resolution  Transforms  
RIFLE: Backpropagation in depth for deep transfer learning through re-initializing the fully-connected layer Conference paper
37th International Conference on Machine Learning, ICML 2020
Authors:  Li,Xingjian;  Xiong,Haoyi;  An,Haozhe;  Xu,Chengzhong;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
SmartPC: Hierarchical pace control in real-time federated learning system Conference paper
Proceedings - Real-Time Systems Symposium
Authors:  Li,Li;  Xiong,Haoyi;  Guo,Zhishan;  Wang,Jun;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:8 | Submit date:2021/03/09
Energy efficiency  Federated Learning  Real-time scheduling