Menglei Zhang

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 32

Top Topics

Cellular Networks

Reinforcement Learning

Top Venues

J. Netw. Comput. Appl.

IEEE Commun. Mag.

Publications

Kun Yang, Shu-ping Yeh, Menglei Zhang, Jerry Sydir, Jing Yang, Cong Shen
Advancing RAN Slicing with Offline Reinforcement Learning. CoRR (2023)
Menglei Zhang, Yukikazu Nakamoto
Toward ensuring better learning performance in reinforcement learning. CANDARW (2022)
Lanlan Rui, Menglei Zhang, Zhipeng Gao, Xuesong Qiu, Zhili Wang, Ao Xiong
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]. J. Netw. Comput. Appl. 186 (2021)
Lanlan Rui, Menglei Zhang, Zhipeng Gao, Xuesong Qiu, Zhili Wang, Ao Xiong
Service migration in multi-access edge computing: A joint state adaptation and reinforcement learning mechanism. J. Netw. Comput. Appl. (2021)
Menglei Zhang, Qiang Ling
Bilateral Upsampling Network for Single Image Super-Resolution With Arbitrary Scaling Factors. IEEE Trans. Image Process. 30 (2021)
Menglei Zhang, Qiang Ling
Supervised Pixel-Wise GAN for Face Super-Resolution. IEEE Trans. Multim. 23 (2021)
Menglei Zhang, Haoqiu Huang, Lanlan Rui, Guo Hui, Ying Wang, Xuesong Qiu
A Service Migration Method Based on Dynamic Awareness in Mobile Edge Computing. NOMS (2020)
Yukikazu Nakamoto, Elhard Kumalija, Menglei Zhang
Toward autonomous adaptive embedded systems for sustainable services using reinforcement learning (WiP report). CANDAR (Workshops) (2020)
Menglei Zhang, Michele Polese, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi
Will TCP Work in mmWave 5G Cellular Networks? IEEE Commun. Mag. 57 (1) (2019)
Menglei Zhang, Zhou Liu, Lei Yu
CRNet: Image Super-Resolution Using A Convolutional Sparse Coding Inspired Network. CoRR (2019)
Marco Mezzavilla, Menglei Zhang, Michele Polese, Russell Ford, Sourjya Dutta, Sundeep Rangan, Michele Zorzi
End-to-End Simulation of 5G mmWave Networks. IEEE Commun. Surv. Tutorials 20 (3) (2018)
Christopher Slezak, Menglei Zhang, Marco Mezzavilla, Sundeep Rangan
Understanding End-to-End Effects of Channel Dynamics in Millimeter Wave 5G New Radio. CoRR (2018)
Menglei Zhang, Michele Polese, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi
Will TCP work in mmWave 5G Cellular Networks? CoRR (2018)
Menglei Zhang, Zhou Liu, Lei Yu
Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding. CoRR (2018)
Christopher Slezak, Menglei Zhang, Marco Mezzavilla, Sundeep Rangan
Understanding End-to-End Effects of Channel Dynamics in Millimeter Wave 5G New Radio. SPAWC (2018)
Carlos Herranz, Menglei Zhang, Marco Mezzavilla, David Martín-Sacristán, Sundeep Rangan, Jose F. Monserrat
A 3GPP NR Compliant Beam Management Framework to Simulate End-to-End mmWave Networks. MSWiM (2018)
Menglei Zhang, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar
TCP dynamics over mmwave links. SPAWC (2017)
Michele Polese, Marco Mezzavilla, Menglei Zhang, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi
milliProxy: A TCP proxy architecture for 5G mmWave cellular systems. ACSSC (2017)
Menglei Zhang, Michele Polese, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
ns-3 Implementation of the 3GPP MIMO Channel Model for Frequency Spectrum above 6 GHz. CoRR (2017)
Menglei Zhang, Michele Polese, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
ns-3 Implementation of the 3GPP MIMO Channel Model for Frequency Spectrum above 6 GHz. WNS3 (2017)
Michele Polese, Marco Mezzavilla, Menglei Zhang, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi
milliProxy: a TCP Proxy Architecture for 5G mmWave Cellular Systems. CoRR (2017)
Russell Ford, Menglei Zhang, Marco Mezzavilla, Sourjya Dutta, Sundeep Rangan, Michele Zorzi
Achieving Ultra-Low Latency in 5G Millimeter Wave Cellular Networks. IEEE Commun. Mag. 55 (3) (2017)
Sourjya Dutta, Marco Mezzavilla, Russell Ford, Menglei Zhang, Sundeep Rangan, Michele Zorzi
Frame Structure Design and Analysis for Millimeter Wave Cellular Systems. IEEE Trans. Wirel. Commun. 16 (3) (2017)
Marco Mezzavilla, Menglei Zhang, Michele Polese, Russell Ford, Sourjya Dutta, Sundeep Rangan, Michele Zorzi
End-to-End Simulation of 5G mmWave Networks. CoRR (2017)
Menglei Zhang, Marco Mezzavilla, Russell Ford, Sundeep Rangan, Shivendra S. Panwar, Evangelos Mellios, Di Kong, Andrew R. Nix, Michele Zorzi
Transport layer performance in 5G mmWave cellular. INFOCOM Workshops (2016)
Sourjya Dutta, Marco Mezzavilla, Russell Ford, Menglei Zhang, Sundeep Rangan, Michele Zorzi
MAC layer frame design for millimeter wave cellular system. EuCNC (2016)
Russell Ford, Menglei Zhang, Marco Mezzavilla, Sourjya Dutta, Sundeep Rangan, Michele Zorzi
Achieving Ultra-Low Latency in 5G Millimeter Wave Cellular Networks. CoRR (2016)
Menglei Zhang, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar
The Bufferbloat Problem over Intermittent Multi-Gbps mmWave Links. CoRR (2016)
Menglei Zhang, Marco Mezzavilla, Russell Ford, Sundeep Rangan, Shivendra S. Panwar, Evangelos Mellios, Di Kong, Andrew R. Nix, Michele Zorzi
Transport Layer Performance in 5G mmWave Cellular. CoRR (2016)
Shihui Hu, Lei Yu, Menglei Zhang, Chengcheng Lv
Bayesian framework for solving transform invariant low-rank textures. ICIP (2016)
Russell Ford, Menglei Zhang, Sourjya Dutta, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
A Framework for End-to-End Evaluation of 5G mmWave Cellular Networks in ns-3. WNS3 (2016)
Russell Ford, Menglei Zhang, Sourjya Dutta, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
A Framework for Cross-Layer Evaluation of 5G mmWave Cellular Networks in ns-3. CoRR (2016)
Menglei Zhang, Xiaodong Zhang, Yang Hu
Ranking of Collaborative Research Teams Based on Social Network Analysis and Bibliometrics. CDVE (2015)
Marco Mezzavilla, Sourjya Dutta, Menglei Zhang, Mustafa Riza Akdeniz, Sundeep Rangan
5G MmWave Module for the ns-3 Network Simulator. MSWiM (2015)
Marco Mezzavilla, Sourjya Dutta, Menglei Zhang, Mustafa Riza Akdeniz, Sundeep Rangan
5G mmWave Module for ns-3 Network Simulator. CoRR (2015)
Sourjya Dutta, Marco Mezzavilla, Russell Ford, Menglei Zhang, Sundeep Rangan, Michele Zorzi
Frame Structure Design and Analysis for Millimeter Wave Cellular Systems. CoRR (2015)
Qianfeng Chang, Menglei Zhang, Mingwu Yao
A New Energy-Efficient Time Synchronization Protocol in Wireless Sensor Networks. CIT (2014)