Menglei Zhang

According to our database, Menglei Zhang authored at least 29 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation.

Momin Haider, Ming Yin, Menglei Zhang, Arpit Gupta, Jing Zhu, Yu-Xiang Wang

CoRR, 2024

Advancing RAN Slicing with Offline Reinforcement Learning.

Kun Yang, Shu-Ping Yeh, Menglei Zhang, Jerry Sydir, Jing Yang, Cong Shen

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024

2022

Toward ensuring better learning performance in reinforcement learning.

Menglei Zhang, Yukikazu Nakamoto

Proceedings of the 2022 Tenth International Symposium on Computing and Networking, CANDAR 2022, 2022

2021

Supervised Pixel-Wise GAN for Face Super-Resolution.

Menglei Zhang, Qiang Ling

IEEE Trans. Multim., 2021

Bilateral Upsampling Network for Single Image Super-Resolution With Arbitrary Scaling Factors.

Menglei Zhang, Qiang Ling

IEEE Trans. Image Process., 2021

Corrigendum to "Service migration in multi-access edge computing: A joint state adaptation and reinforcement learning mechanism" [J. Netw. Comput. Appl. 183-184 (2021) 103058].

Lanlan Rui, Menglei Zhang, Zhipeng Gao, Xuesong Qiu, Zhili Wang, Ao Xiong

J. Netw. Comput. Appl., 2021

Service migration in multi-access edge computing: A joint state adaptation and reinforcement learning mechanism.

Lanlan Rui, Menglei Zhang, Zhipeng Gao, Xuesong Qiu, Zhili Wang, Ao Xiong

J. Netw. Comput. Appl., 2021

2020

A Service Migration Method Based on Dynamic Awareness in Mobile Edge Computing.

Menglei Zhang, Haoqiu Huang, Lanlan Rui, Guo Hui, Ying Wang, Xuesong Qiu

Proceedings of the NOMS 2020, 2020

Toward autonomous adaptive embedded systems for sustainable services using reinforcement learning (WiP report).

Yukikazu Nakamoto, Elhard Kumalija, Menglei Zhang

Proceedings of the Eighth International Symposium on Computing and Networking Workshops, 2020

2019

CRNet: Image Super-Resolution Using A Convolutional Sparse Coding Inspired Network.

Menglei Zhang, Zhou Liu, Lei Yu

CoRR, 2019

Will TCP Work in mmWave 5G Cellular Networks?

Menglei Zhang, Michele Polese, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi

IEEE Commun. Mag., 2019

2018

Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding.

Menglei Zhang, Zhou Liu, Lei Yu

CoRR, 2018

End-to-End Simulation of 5G mmWave Networks.

Marco Mezzavilla, Menglei Zhang, Michele Polese, Russell Ford, Sourjya Dutta, Sundeep Rangan, Michele Zorzi

IEEE Commun. Surv. Tutorials, 2018

Understanding End-to-End Effects of Channel Dynamics in Millimeter Wave 5G New Radio.

Christopher Slezak, Menglei Zhang, Marco Mezzavilla, Sundeep Rangan

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

A 3GPP NR Compliant Beam Management Framework to Simulate End-to-End mmWave Networks.

Carlos Herranz, Menglei Zhang, Marco Mezzavilla, David Martín-Sacristán, Sundeep Rangan, José F. Monserrat

Proceedings of the 21st ACM International Conference on Modeling, 2018

2017

Frame Structure Design and Analysis for Millimeter Wave Cellular Systems.

Sourjya Dutta, Marco Mezzavilla, Russell Ford, Menglei Zhang, Sundeep Rangan, Michele Zorzi

IEEE Trans. Wirel. Commun., 2017

Achieving Ultra-Low Latency in 5G Millimeter Wave Cellular Networks.

Russell Ford, Menglei Zhang, Marco Mezzavilla, Sourjya Dutta, Sundeep Rangan, Michele Zorzi

IEEE Commun. Mag., 2017

ns-3 Implementation of the 3GPP MIMO Channel Model for Frequency Spectrum above 6 GHz.

Menglei Zhang, Michele Polese, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi

Proceedings of the Workshop on ns-3, Porto, Portugal, June 13 - 14, 2017, 2017

TCP dynamics over mmwave links.

Menglei Zhang, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar

Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

milliProxy: A TCP proxy architecture for 5G mmWave cellular systems.

Michele Polese, Marco Mezzavilla, Menglei Zhang, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

The Bufferbloat Problem over Intermittent Multi-Gbps mmWave Links.

Menglei Zhang, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar

CoRR, 2016

A Framework for Cross-Layer Evaluation of 5G mmWave Cellular Networks in ns-3.

Russell Ford, Menglei Zhang, Sourjya Dutta, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi

CoRR, 2016

A Framework for End-to-End Evaluation of 5G mmWave Cellular Networks in ns-3.

Russell Ford, Menglei Zhang, Sourjya Dutta, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi

Proceedings of the Workshop on ns-3, 2016

Transport layer performance in 5G mmWave cellular.

Menglei Zhang, Marco Mezzavilla, Russell Ford, Sundeep Rangan, Shivendra S. Panwar, Evangelos Mellios, Di Kong, Andrew R. Nix, Michele Zorzi

Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Bayesian framework for solving transform invariant low-rank textures.

Shihui Hu, Lei Yu, Menglei Zhang, Chengcheng Lv

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

MAC layer frame design for millimeter wave cellular system.

Sourjya Dutta, Marco Mezzavilla, Russell Ford, Menglei Zhang, Sundeep Rangan, Michele Zorzi

Proceedings of the European Conference on Networks and Communications, 2016

2015

5G MmWave Module for the ns-3 Network Simulator.

Marco Mezzavilla, Sourjya Dutta, Menglei Zhang, Mustafa Riza Akdeniz, Sundeep Rangan

Proceedings of the 18th ACM International Conference on Modeling, 2015

Ranking of Collaborative Research Teams Based on Social Network Analysis and Bibliometrics.

Menglei Zhang, Xiaodong Zhang, Yang Hu

Proceedings of the Cooperative Design, Visualization, and Engineering, 2015

2014

A New Energy-Efficient Time Synchronization Protocol in Wireless Sensor Networks.

Qianfeng Chang, Menglei Zhang, Mingwu Yao

Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014