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Ke Zhang

Senior Member, IEEE

Deep Reinforcement Learning and Permissioned Blockchain for Content Caching in Vehicular Edge Computing and Networks

Nov 19, 2020
Yueyue Dai, Du Xu, Ke Zhang, Sabita Maharjan, Yan Zhang


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Edge Intelligence for Energy-efficient Computation Offloading and Resource Allocation in 5G Beyond

Nov 18, 2020
Yueyue Dai, Ke Zhang, Sabita Maharjan, Yan Zhang


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Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks

Nov 18, 2020
Yueyue Dai, Ke Zhang, Sabita Maharjan, Yan Zhang

* 10 pages 

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Anatomy Prior Based U-net for Pathology Segmentation with Attention

Nov 17, 2020
Yuncheng Zhou, Ke Zhang, Xinzhe Luo, Sihan Wang, Xiahai Zhuang

* 8 pages, 3 figures, to be published in STACOM 2020 (MICCAI Workshop) 

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Recognition and standardization of cardiac MRI orientation via multi-tasking learning and deep neural networks

Nov 17, 2020
Ke Zhang, Xiahai Zhuang

* 10 pages, 2 figures, to be published in STACOM 2020 (MICCAI Workshop) 

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Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks

Nov 17, 2020
Yunlong Lu, Xiaohong Huang, Ke Zhang, Sabita Maharjan, Yan Zhang


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MU-GAN: Facial Attribute Editing based on Multi-attention Mechanism

Sep 09, 2020
Ke Zhang, Yukun Su, Xiwang Guo, Liang Qi, Zhenbing Zhao

* 12 pages, 10 figures 

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Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach

Feb 13, 2020
Ke Zhang, Meng Li, Zhengchao Zhang, Xi Lin, Fang He

* 28 pages 

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Detection Method Based on Automatic Visual Shape Clustering for Pin-Missing Defect in Transmission Lines

Jan 17, 2020
Zhenbing Zhao, Hongyu Qi, Yincheng Qi, Ke Zhang, Yongjie Zhai, Wenqing Zhao


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Competing Ratio Loss for Discriminative Multi-class Image Classification

Dec 25, 2019
Ke Zhang, Xinsheng Wang, Yurong Guo, Dongliang Chang, Zhenbing Zhao, Zhanyu Ma, Tony X. Han

* Submitted to TIP. arXiv admin note: substantial text overlap with arXiv:1907.13349 

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Unsupervised Detection of Sub-events in Large Scale Disasters

Dec 13, 2019
Chidubem Arachie, Manas Gaur, Sam Anzaroot, William Groves, Ke Zhang, Alejandro Jaimes

* AAAI-20 Social Impact Track 

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Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning

Sep 17, 2019
Junyi Bian, Baojun Lin, Ke Zhang, Zhaohui Yan, Hong Tang, Yonghe Zhang


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Hybrid Function Sparse Representation towards Image Super Resolution

Jun 11, 2019
Junyi Bian, Baojun Lin, Ke Zhang

* 11 pages, 3 figures 

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Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks

Aug 23, 2018
Michele Polese, Rittwik Jana, Velin Kounev, Ke Zhang, Supratim Deb, Michele Zorzi

* 30 pages, 10 figures, 3 tables. Submitted to IEEE JSAC Special Issue on Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications 

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Fine-Grained Age Estimation in the wild with Attention LSTM Networks

May 26, 2018
Ke Zhang, Na Liu, Xingfang Yuan, Xinyao Guo, Ce Gao, Zhenbing Zhao

* Submitted to IEEE Transactions on Circuits and Systems for Video Technology 

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The Sea Exploration Problem: Data-driven Orienteering on a Continuous Surface

Feb 05, 2018
João Pedro Pedroso, Alpar Vajk Kramer, Ke Zhang


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Age Group and Gender Estimation in the Wild with Deep RoR Architecture

Oct 09, 2017
Ke Zhang, Ce Gao, Liru Guo, Miao Sun, Xingfang Yuan, Tony X. Han, Zhenbing Zhao, Baogang Li

* accepted by IEEE ACCESS 

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Pyramidal RoR for Image Classification

Oct 01, 2017
Ke Zhang, Liru Guo, Ce Gao, Zhenbing Zhao

* submit to Cluster Computing 

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Residual Networks of Residual Networks: Multilevel Residual Networks

Mar 05, 2017
Ke Zhang, Miao Sun, Tony X. Han, Xingfang Yuan, Liru Guo, Tao Liu

* IEEE Transactions on Circuits and Systems for Video Technology 2017 

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Video Summarization with Long Short-term Memory

Jul 29, 2016
Ke Zhang, Wei-Lun Chao, Fei Sha, Kristen Grauman

* To appear in ECCV 2016 

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Summary Transfer: Exemplar-based Subset Selection for Video Summarization

Apr 29, 2016
Ke Zhang, Wei-Lun Chao, Fei Sha, Kristen Grauman

* CVPR 2016 camera ready 

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Groupwise Constrained Reconstruction for Subspace Clustering

Jun 18, 2012
Ruijiang Li, Bin Li, Ke Zhang, Cheng Jin, Xiangyang Xue

* ICML2012 

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A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data

Mar 18, 2009
Ke Zhang, Marcus Hutter, Huidong Jin

* Proc. 13th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2009) pages 813-822 
* 15 LaTeX pages, 7 figures, 2 tables, 1 algorithm, 2 theorems 

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