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Simultaneous Wireless Information and Power Transfer assisted Federated Learning via Non-orthogonal Multiple Access Journal article
IEEE Transactions on Green Communications and Networking, 2022,Volume: 6,Issue: 3,Page: 1846-1861
Authors:  Wu, Yuan;  Song, Yuxiao;  Wang, Tianshun;  Dai, Minghui;  Quek, Tony Q.S.
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Convergence  Energy Consumption  Noma  Optimization  Resource Management  Training  Wireless Communication  
Capitalizing on RGB-FIR Hybrid Imaging for Road Detection Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 8,Page: 13819-13834
Authors:  Yigong Zhang;  Jin Xie;  Jose M. Alvarez;  Jian Yang;  Hui Kong;  Cheng-Zhong Xu
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Rgb-fir Fusion  Road Detection  Cnn  Extended Cross Model  Hierarchical Cross Model  
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Conference paper
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 22), Madrid, Spain, July 11th to 15th, 2022
Authors:  Jiandian Zeng;  Tianyi Liu;  Jiantao Zhou
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FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction Conference paper
The IEEE / CVF Computer Vision and Pattern Recognition Conference, New Orleans, Louisiana, 2022-06
Authors:  Liang Gao;  Huazhu Fu;  Li Li;  Yingwen Chen;  Ming Xu;  Cheng-Zhong Xu
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Online Resource Optimization for Elastic Stream Processing with Regret Guarantee Conference paper
ICPP 2022 - Proceedings of the 2022 International Conference on Parallel Processing, Inria, 2022-8-29
Authors:  Yang Liu;  Xu HL(徐歡樂);  Wing Cheong Lau
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Multi Resource Scheduling with Task Cloning in Heterogeneous Clusters Conference paper
ICPP 2022 - Proceedings of the 2022 International Conference on Parallel Processing, Inria, 2022-8-29
Authors:  Xu HL(徐歡樂);  Yang Liu;  Wing Cheong Lau
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Untethered triboelectric patch for wearable smart sensing and energy harvesting Journal article
Nano Energy, 2022,Volume: 100,Page: 107500
Authors:  Dazhe Zhao;  Kaijun Zhang;  Yan Meng;  Zhaoyang Li;  Yucong Pi;  Yujun Shi;  Jiangcheng You;  Renkun Wang;  Ziyi Dai;  Bingpu Zhou;  Junwen Zhong
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Wearable Electronics  Triboelectric  Untethered  Self-powered Sensor  Energy Harvester  
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
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Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
Secrecy driven Federated Learning via Cooperative Jamming: An Approach of Latency Minimization Journal article
IEEE Transactions on Emerging Topics in Computing, 2022
Authors:  Wang, Tianshun;  Li, Yang;  Wu, Yuan;  Quek, Tony Q.S.
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Communication System Security  Computational Modeling  Cooperative Jamming  Federated Learning  Jamming  Non-orthogonal Multiple Access  Optimization  Physical Layer Security  Secrecy Throughput  Throughput  Training  Wireless Communication  
Toward fast theta‐join: A prefiltering and amalgamated partitioning approach Journal article
Concurrency and Computation: Practice and Experience, 2021,Volume: 34,Page: e6996
Authors:  Jiashu Wu;  Yang Wang;  Xiaopeng Fan;  Kejiang Ye;  Chengzhong Xu
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Amalgamated Data Stream Partitioning  Cartesian Product Reduction  Online Data Stream  Prefiltering  Theta-join