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 Zhaohui Yang

JMSNAS: Joint Model Split and Neural Architecture Search for Learning over Mobile Edge Networks


Nov 16, 2021
Yuqing Tian, Zhaoyang Zhang, Zhaohui Yang, Qianqian Yang

* 6 pages, 6 figures, Submitted to IEEE ICC'22 - CRAIN Symposium 

  Access Paper or Ask Questions

Neural Architecture Dilation for Adversarial Robustness


Aug 16, 2021
Yanxi Li, Zhaohui Yang, Yunhe Wang, Chang Xu

* 9 pages of main text, 5 pages of appendix, 4 figures, 9 tables 

  Access Paper or Ask Questions

Learning from Images: Proactive Caching with Parallel Convolutional Neural Networks


Aug 15, 2021
Yantong Wang, Ye Hu, Zhaohui Yang, Walid Saad, Kai-Kit Wong, Vasilis Friderikos

* 30 pages, 6 tables, 8 figures 

  Access Paper or Ask Questions

STAR-RIS Enabled Heterogeneous Networks: Ubiquitous NOMA Communication and Pervasive Federated Learning


Jun 22, 2021
Wanli Ni, Yuanwei Liu, Yonina C. Eldar, Zhaohui Yang, Hui Tian

* 16 pages, 8 figures 

  Access Paper or Ask Questions

Energy Efficient Reconfigurable Intelligent Surface Enabled Mobile Edge Computing Networks with NOMA


Apr 30, 2021
Zhiyang Li, Ming Chen, Zhaohui Yang, Jingwen Zhao, Yinlu Wang, Jianfeng Shi, Chongwen Huang


  Access Paper or Ask Questions

Reinforcement Learning for Minimizing Age of Information in Real-time Internet of Things Systems with Realistic Physical Dynamics


Apr 04, 2021
Sihua Wang, Mingzhe Chen, Zhaohui Yang, Changchuan Yin, Walid Saad, Shuguang Cui, H. Vincent Poor


  Access Paper or Ask Questions

Learning Rate Optimization for Federated Learning Exploiting Over-the-air Computation


Mar 01, 2021
Chunmei Xu, Shengheng Liu, Zhaohui Yang, Yongming Huang, Dusit Niyato, Kai-Kit Wong


  Access Paper or Ask Questions

Integrating Over-the-Air Federated Learning and Non-Orthogonal Multiple Access: What Role can RIS Play?


Feb 28, 2021
Wanli Ni, Yuanwei Liu, Zhaohui Yang, Hui Tian, Xuemin Shen


  Access Paper or Ask Questions

A Survey on Visual Transformer


Jan 30, 2021
Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao


  Access Paper or Ask Questions

Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks


Jan 29, 2021
Yining Wang, Mingzhe Chen, Zhaohui Yang, Walid Saad, Tao luo, Shuguang Cui, H. Vincent Poor


  Access Paper or Ask Questions

Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design


Jan 22, 2021
Chongwen Huang, Zhaohui Yang, George C. Alexandropoulos, Kai Xiong, Li Wei, Chau Yuen, Zhaoyang Zhang, Merouane Debbah

* IEEE Journal on Selected Areas in Communications, Special issue: TeraHertz Communications and Networking. arXiv admin note: substantial text overlap with arXiv:2009.09380 

  Access Paper or Ask Questions

Hybrid Beamforming for RIS-Empowered Multi-hop Terahertz Communications: A DRL-based Method


Sep 20, 2020
Chongwen Huang, Zhaohui Yang, George C. Alexandropoulos, Kai Xiong, Li Wei, Chau Yuen, Zhaoyang Zhang

* Accepted by 2020 GLOBECOM Workshop 

  Access Paper or Ask Questions

Searching for Low-Bit Weights in Quantized Neural Networks


Sep 18, 2020
Zhaohui Yang, Yunhe Wang, Kai Han, Chunjing Xu, Chao Xu, Dacheng Tao, Chang Xu


  Access Paper or Ask Questions

Delay Minimization for Federated Learning Over Wireless Communication Networks


Jul 05, 2020
Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei, H. Vincent Poor, Shuguang Cui

* arXiv admin note: substantial text overlap with arXiv:1911.02417 

  Access Paper or Ask Questions

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens


Jun 04, 2020
Zhaohui Yang, Yunhe Wang, Dacheng Tao, Xinghao Chen, Jianyuan Guo, Chunjing Xu, Chao Xu, Chang Xu


  Access Paper or Ask Questions

Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection


Mar 26, 2020
Jianyuan Guo, Kai Han, Yunhe Wang, Chao Zhang, Zhaohui Yang, Han Wu, Xinghao Chen, Chang Xu

* Accepted in CVPR 2020 

  Access Paper or Ask Questions

Machine Learning for Predictive Deployment of UAVs with Multiple Access


Mar 02, 2020
Linyan Lu, Zhaohui Yang, Mingzhe Chen, Zelin Zang, and Mohammad Shikh-Bahaei


  Access Paper or Ask Questions

Discernible Compressed Images via Deep Perception Consistency


Feb 17, 2020
Zhaohui Yang, Yunhe Wang, Chao Xu, Chang Xu


  Access Paper or Ask Questions

Channel Assignment in Uplink Wireless Communication using Machine Learning Approach


Jan 12, 2020
Guangyu Jia, Zhaohui Yang, Hak-Keung Lam, Jianfeng Shi, Mohammad Shikh-Bahaei


  Access Paper or Ask Questions

Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images


Dec 01, 2019
Zhaohui Yang, Miaojing Shi, Yannis Avrithis, Chao Xu, Vittorio Ferrari


  Access Paper or Ask Questions

Energy Efficient Federated Learning Over Wireless Communication Networks


Nov 06, 2019
Zhaohui Yang, Mingzhe Chen, Walid Saad, Choong Seon Hong, Mohammad Shikh-Bahaei

* 30 pages, 10 figures 

  Access Paper or Ask Questions

CARS: Continuous Evolution for Efficient Neural Architecture Search


Sep 17, 2019
Zhaohui Yang, Yunhe Wang, Xinghao Chen, Boxin Shi, Chao Xu, Chunjing Xu, Qi Tian, Chang Xu


  Access Paper or Ask Questions

A Joint Learning and Communications Framework for Federated Learning over Wireless Networks


Sep 17, 2019
Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui


  Access Paper or Ask Questions

Gated Recurrent Units Learning for Optimal Deployment of Visible Light Communications Enabled UAVs


Sep 17, 2019
Yining Wang, Mingzhe Chen, Zhaohui Yang, Xue Hao, Tao Luo, Walid Saad

* This paper has been accepted by the 2019 IEEE Global Communications Conference 

  Access Paper or Ask Questions

Data-Free Learning of Student Networks


Apr 02, 2019
Hanting Chen, Yunhe Wang, Chang Xu, Zhaohui Yang, Chuanjian Liu, Boxin Shi, Chunjing Xu, Chao Xu, Qi Tian


  Access Paper or Ask Questions