Menglei Zhang

41 papers A* 2A 2B 2C 2Misc 1Journal 23Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A* conf
From ATOP to ZCube: Automated Topology Optimization Pipeline and A Highly Cost-Effective Network Topology for Large Model Training.
SIGCOMM
Zihan Yan, Dan Li, Li Chen, Dian Xiong, Kaihui Gao, Yiwei Zhang, Rui Yan, Menglei Zhang, Bochun Zhang, Zhuo Jiang, Jianxi Ye, Haibin Lin
2024 — conf
Advancing RAN Slicing with Offline Reinforcement Learning.
DySPAN
Kun Yang, Shu-Ping Yeh, Menglei Zhang, Jerry Sydir, Jing Yang, Cong Shen
2024 A* conf
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation.
NeurIPS
Momin Haider, Ming Yin, Menglei Zhang, Arpit Gupta, Jing Zhu, Yuxiang Wang
2024 J jnl
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation.
CoRR
Momin Haider, Ming Yin, Menglei Zhang, Arpit Gupta, Jing Zhu, Yuxiang Wang
2023 J jnl
Advancing RAN Slicing with Offline Reinforcement Learning.
CoRR
Kun Yang, Shu-Ping Yeh, Menglei Zhang, Jerry Sydir, Jing Yang, Cong Shen
2022 — conf
Toward ensuring better learning performance in reinforcement learning.
CANDARW
Menglei Zhang, Yukikazu Nakamoto
2021 J jnl
Bilateral Upsampling Network for Single Image Super-Resolution With Arbitrary Scaling Factors.
IEEE Trans. Image Process.
Menglei Zhang, Qiang Ling
2021 J jnl
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.
Lanlan Rui, Menglei Zhang, Zhipeng Gao, Xuesong Qiu, Zhili Wang, Ao Xiong
2021 J jnl
Service migration in multi-access edge computing: A joint state adaptation and reinforcement learning mechanism.
J. Netw. Comput. Appl.
Lanlan Rui, Menglei Zhang, Zhipeng Gao, Xuesong Qiu, Zhili Wang, Ao Xiong
2021 J jnl
Supervised Pixel-Wise GAN for Face Super-Resolution.
IEEE Trans. Multim.
Menglei Zhang, Qiang Ling
2020 B conf
A Service Migration Method Based on Dynamic Awareness in Mobile Edge Computing.
NOMS
Menglei Zhang, Haoqiu Huang, Lanlan Rui, Guo Hui, Ying Wang, Xuesong Qiu
2020 — conf
Toward autonomous adaptive embedded systems for sustainable services using reinforcement learning (WiP report).
CANDAR (Workshops)
Yukikazu Nakamoto, Elhard Kumalija, Menglei Zhang
2019 J jnl
CRNet: Image Super-Resolution Using A Convolutional Sparse Coding Inspired Network.
CoRR
Menglei Zhang, Zhou Liu, Lei Yu
2019 J jnl
Will TCP Work in mmWave 5G Cellular Networks?
IEEE Commun. Mag.
Menglei Zhang, Michele Polese, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi
2018 A conf
A 3GPP NR Compliant Beam Management Framework to Simulate End-to-End mmWave Networks.
MSWiM
Carlos Herranz, Menglei Zhang, Marco Mezzavilla, David Martín-Sacristán, Sundeep Rangan, José F. Monserrat
2018 J jnl
End-to-End Simulation of 5G mmWave Networks.
IEEE Commun. Surv. Tutorials
Marco Mezzavilla, Menglei Zhang, Michele Polese, Russell Ford, Sourjya Dutta, Sundeep Rangan, Michele Zorzi
2018 J jnl
Image Super-Resolution via RL-CSC: When Residual Learning Meets Convolutional Sparse Coding.
CoRR
Menglei Zhang, Zhou Liu, Lei Yu
2018 — conf
Understanding End-to-End Effects of Channel Dynamics in Millimeter Wave 5G New Radio.
SPAWC
Christopher Slezak, Menglei Zhang, Marco Mezzavilla, Sundeep Rangan
2018 J jnl
Understanding End-to-End Effects of Channel Dynamics in Millimeter Wave 5G New Radio.
CoRR
Christopher Slezak, Menglei Zhang, Marco Mezzavilla, Sundeep Rangan
2018 J jnl
Will TCP work in mmWave 5G Cellular Networks?
CoRR
Menglei Zhang, Michele Polese, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi
2017 J jnl
Achieving Ultra-Low Latency in 5G Millimeter Wave Cellular Networks.
IEEE Commun. Mag.
Russell Ford, Menglei Zhang, Marco Mezzavilla, Sourjya Dutta, Sundeep Rangan, Michele Zorzi
2017 J jnl
End-to-End Simulation of 5G mmWave Networks.
CoRR
Marco Mezzavilla, Menglei Zhang, Michele Polese, Russell Ford, Sourjya Dutta, Sundeep Rangan, Michele Zorzi
2017 J jnl
Frame Structure Design and Analysis for Millimeter Wave Cellular Systems.
IEEE Trans. Wirel. Commun.
Sourjya Dutta, Marco Mezzavilla, Russell Ford, Menglei Zhang, Sundeep Rangan, Michele Zorzi
2017 — conf
TCP dynamics over mmwave links.
SPAWC
Menglei Zhang, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar
2017 Misc conf
milliProxy: A TCP proxy architecture for 5G mmWave cellular systems.
ACSSC
Michele Polese, Marco Mezzavilla, Menglei Zhang, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi
2017 J jnl
milliProxy: a TCP Proxy Architecture for 5G mmWave Cellular Systems.
CoRR
Michele Polese, Marco Mezzavilla, Menglei Zhang, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar, Michele Zorzi
2017 — conf
ns-3 Implementation of the 3GPP MIMO Channel Model for Frequency Spectrum above 6 GHz.
WNS3
Menglei Zhang, Michele Polese, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
2017 J jnl
ns-3 Implementation of the 3GPP MIMO Channel Model for Frequency Spectrum above 6 GHz.
CoRR
Menglei Zhang, Michele Polese, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
2016 J jnl
A Framework for Cross-Layer Evaluation of 5G mmWave Cellular Networks in ns-3.
CoRR
Russell Ford, Menglei Zhang, Sourjya Dutta, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
2016 — conf
A Framework for End-to-End Evaluation of 5G mmWave Cellular Networks in ns-3.
WNS3
Russell Ford, Menglei Zhang, Sourjya Dutta, Marco Mezzavilla, Sundeep Rangan, Michele Zorzi
2016 J jnl
Achieving Ultra-Low Latency in 5G Millimeter Wave Cellular Networks.
CoRR
Russell Ford, Menglei Zhang, Marco Mezzavilla, Sourjya Dutta, Sundeep Rangan, Michele Zorzi
2016 B conf
Bayesian framework for solving transform invariant low-rank textures.
ICIP
Shihui Hu, Lei Yu, Menglei Zhang, Chengcheng Lv
2016 — conf
MAC layer frame design for millimeter wave cellular system.
EuCNC
Sourjya Dutta, Marco Mezzavilla, Russell Ford, Menglei Zhang, Sundeep Rangan, Michele Zorzi
2016 J jnl
The Bufferbloat Problem over Intermittent Multi-Gbps mmWave Links.
CoRR
Menglei Zhang, Marco Mezzavilla, Jing Zhu, Sundeep Rangan, Shivendra S. Panwar
2016 J jnl
Transport Layer Performance in 5G mmWave Cellular.
CoRR
Menglei Zhang, Marco Mezzavilla, Russell Ford, Sundeep Rangan, Shivendra S. Panwar, Evangelos Mellios, Di Kong, Andrew R. Nix, Michele Zorzi
2016 — conf
Transport layer performance in 5G mmWave cellular.
INFOCOM Workshops
Menglei Zhang, Marco Mezzavilla, Russell Ford, Sundeep Rangan, Shivendra S. Panwar, Evangelos Mellios, Di Kong, Andrew R. Nix, Michele Zorzi
2015 A conf
5G MmWave Module for the ns-3 Network Simulator.
MSWiM
Marco Mezzavilla, Sourjya Dutta, Menglei Zhang, Mustafa Riza Akdeniz, Sundeep Rangan
2015 J jnl
5G mmWave Module for ns-3 Network Simulator.
CoRR
Marco Mezzavilla, Sourjya Dutta, Menglei Zhang, Mustafa Riza Akdeniz, Sundeep Rangan
2015 J jnl
Frame Structure Design and Analysis for Millimeter Wave Cellular Systems.
CoRR
Sourjya Dutta, Marco Mezzavilla, Russell Ford, Menglei Zhang, Sundeep Rangan, Michele Zorzi
2015 C conf
Ranking of Collaborative Research Teams Based on Social Network Analysis and Bibliometrics.
CDVE
Menglei Zhang, Xiaodong Zhang, Yang Hu
2014 C conf
A New Energy-Efficient Time Synchronization Protocol in Wireless Sensor Networks.
CIT
Qianfeng Chang, Menglei Zhang, Mingwu Yao