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Privacy-preserving and verifiable deep learning inference based on secret sharing Journal article
Neurocomputing, 2022,Volume: 483,Page: 221-234
Authors:  Duan, Jia;  Zhou, Jiantao;  Li, Yuanman;  Huang, Caishi
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/04
Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
Adaptive nonparametric evolving fuzzy controller for uncertain nonlinear systems with dead zone Journal article
Evolving Systems, 2022
Authors:  Yang, Zhao Xu;  Yang, Zhi Xin;  Rong, Hai Jun
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Backstepping  Data Clouds  Evolving Fuzzy System  Lyapunov  Uncertain Nonlinear Systems  
Jointly evolving and compressing fuzzy system for feature reduction and classification Journal article
Information Sciences, 2021,Volume: 579,Page: 218-230
Authors:  Huang, Hui;  Rong, Hai Jun;  Yang, Zhao Xu;  Vong, Chi Man
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/12/08
Anya Evolving Fuzzy System (Anya-efs)  Dimension Reduction  Random Sparse-bernoulli (Rsb) Matrix  Very Sparse Random Projection (Vsrp)  
Jointly Evolving and Compressing Fuzzy System for Feature Reduction and Classification Journal article
Information Sciences (SCI-E), 2021,Page: 218-230
Authors:  Huang, H.;  Rong, H.J.;  Yang, Z.X.;  Vong, C. M.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/09
AnYa evolving fuzzy system (AnYa-EFS)  Dimension reduction  Very sparse random projection (VSRP)  Random sparse-Bernoulli (RSB) matrix  
Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds Journal article
IEEE Transactions on Big Data, 2021,Volume: 7,Issue: 4,Page: 717-728
Authors:  Yushu Zhang;  Jiantao Zhou;  Yong Xiang;  Leo Yu Zhang;  Fei Chen;  Shaoning Pang;  Xiaofeng Liao
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Parallel Compressive Sensing  Sparse Robustness Decoding Service  Packet-loss  Cloud Computing  
Pointwise CNN for 3D Object Classification on Point Cloud Journal article
Journal of Information Processing Systems, 2021,Volume: 17,Issue: 4,Page: 787-800
Authors:  Song, Wei;  Liu, Zishu;  Tian, Yifei;  Fong, Simon
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/12/08
3d Object Classification  Point Clouds  Pointwise Cnn  
RPTCN: Resource Prediction for High-dynamic Workloads in Clouds based on Deep Learning Conference paper
Proceedings - IEEE International Conference on Cluster Computing, ICCC
Authors:  Chen, Wenyan;  Lu, Chengzhi;  Ye, Kejiang;  Wang, Yang;  Xu, Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Cloud computing  Deep learning  High dynamic  Resource prediction  
Dgcb-net: Dynamic graph convolutional broad network for 3d object recognition in point cloud Journal article
Remote Sensing, 2021,Volume: 13,Issue: 1,Page: 1-20
Authors:  Tian,Yifei;  Chen,Long;  Song,Wei;  Sung,Yunsick;  Woo,Sangchul
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
3d Object Recognition  Broad Learning System  Dynamic Graph Convolution  Point Cloud Analysis  
CoOMO: Cost-efficient computation outsourcing with multi-site offloading for mobile-edge services Conference paper
Proceedings - 2020 16th International Conference on Mobility, Sensing and Networking, MSN 2020, ELECTR NETWORK, DEC 17-19, 2020
Authors:  Meng,Tianhui;  Wu,Huaming;  Shang,Zhihao;  Zhao,Yubin;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Computation Outsourcing  Mobile-edge Computing  Multi-site Offloading  Queueing Networks  
RS-pCloud: A Peer-to-Peer Based Edge-Cloud System for Fast Remote Sensing Image Processing Conference paper
Proceedings - 2020 IEEE 13th International Conference on Edge Computing, EDGE 2020, Beijing, China, 19-23 Oct. 2020
Authors:  Sun,Tongzheng;  Xiong,Jingpan;  Wang,Yang;  Meng,Tianhui;  Chen,Xi;  Xu,Chengzhong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Edge-cloud Architecture  Load Sharing  Near-data Computing  Peer-to-peer  Remote Sensing Image