Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ke Zhang

Ke Zhang

Senior Member, IEEE

Subgraph Federated Learning with Missing Neighbor Generation


Jul 22, 2021
Ke Zhang, Carl Yang, Xiaoxiao Li, Lichao Sun, Siu Ming Yiu


  Access Paper or Ask Questions

A Review of Human Evaluation for Style Transfer


Jun 09, 2021
Eleftheria Briakou, Sweta Agrawal, Ke Zhang, Joel Tetreault, Marine Carpuat

* GEM 2021 

  Access Paper or Ask Questions

Recent advances and clinical applications of deep learning in medical image analysis


May 27, 2021
Xuxin Chen, Ximin Wang, Ke Zhang, Roy Zhang, Kar-Ming Fung, Theresa C. Thai, Kathleen Moore, Robert S. Mannel, Hong Liu, Bin Zheng, Yuchen Qiu


  Access Paper or Ask Questions

Structure Guided Lane Detection


May 12, 2021
Jinming Su, Chao Chen, Ke Zhang, Junfeng Luo, Xiaoming Wei, Xiaolin Wei

* Accepted by IJCAI 2021 

  Access Paper or Ask Questions

XFORMAL: A Benchmark for Multilingual Formality Style Transfer


Apr 08, 2021
Eleftheria Briakou, Di Lu, Ke Zhang, Joel Tetreault

* NAACL 2021 

  Access Paper or Ask Questions

Compacting Deep Neural Networks for Internet of Things: Methods and Applications


Mar 20, 2021
Ke Zhang, Hanbo Ying, Hong-Ning Dai, Lin Li, Yuangyuang Peng, Keyi Guo, Hongfang Yu

* IEEE Internet of Things Journal, 2021 
* 25 pages, 11 figures 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks


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

* 10 pages 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning


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


  Access Paper or Ask Questions

Hybrid Function Sparse Representation towards Image Super Resolution


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

* 11 pages, 3 figures 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Pyramidal RoR for Image Classification


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

* submit to Cluster Computing 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Video Summarization with Long Short-term Memory


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

* To appear in ECCV 2016 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions