Le Liang

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 77

Top Venues

CoRR

IEEE Trans. Veh. Technol.

IEEE Wirel. Commun. Lett.

IEEE Internet Things J.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Hao Ye, Le Liang
On Purely Data-Driven Massive MIMO Detectors. CoRR (2024)
Xingyu Zhou, Le Liang, Jing Zhang, Chao-Kai Wen, Shi Jin
Gradient-Based Markov Chain Monte Carlo for MIMO Detection. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Yucheng Sheng, Hao Ye, Le Liang, Shi Jin, Geoffrey Ye Li
Semantic communication for cooperative perception based on importance map. J. Frankl. Inst. 361 (6) (2024)
Yuzhu Mao, Zihao Zhao, Meilin Yang, Le Liang, Yang Liu, Wenbo Ding, Tian Lan, Xiao-Ping Zhang
SAFARI: Sparsity-Enabled Federated Learning With Limited and Unreliable Communications. IEEE Trans. Mob. Comput. 23 (5) (2024)
Chongtao Guo, Songtao Liu, Bin Liao, Zhigang Wang, Le Liang
AoI-Driven Power Allocation and Batch Sampling Control for V2V Status Update Communications. IEEE Trans. Ind. Informatics 20 (1) (2024)
Xingyu Zhou, Le Liang, Jing Zhang, Chao-Kai Wen, Shi Jin
Mini-Batch Gradient-Based MCMC for Decentralized Massive MIMO Detection. CoRR (2024)
Xingyu Zhou, Le Liang, Jing Zhang, Chao-Kai Wen, Shi Jin
Near-Optimal MIMO Detection Using Gradient-Based MCMC in Discrete Spaces. CoRR (2024)
Jing Zhang, Chao-Kai Wen, Le Liang, Shi Jin
Universal Model-Driven Deep Learning for MIMO Transceiver Design. IEEE Commun. Mag. 62 (4) (2024)
Siqi Jiang, Yijian Wang, Le Liang, Huibo Zhang, Zigang Deng
Truth-Correction-Based Multisensor Fusion Method for HTS Maglev Train's Position Detection. IEEE Trans. Instrum. Meas. 73 (2024)
Keying Zhu, Kai Huang, Le Liang, Shi Jin
Resource Allocation in Vehicular Networks Based on Offline Reinforcement Learning. ICCT (2023)
Yucheng Sheng, Hao Ye, Le Liang, Shi Jin
Semantic Communication for Cooperative Perception Based on the Importance Map. WCSP (2023)
Kexin Wang, Hao Ye, Le Liang, Shi Jin
Sparse Graph Neural Networks for Two-Timescale Wireless Resource Allocation. GLOBECOM (Workshops) (2023)
Xingyu Zhou, Le Liang, Jing Zhang, Chao-Kai Wen, Shi Jin
MIMO Detection Using Gradient-Based Markov Chain Monte Carlo Methods. GLOBECOM (2023)
Yujin Cai, Shi Jin, Wenwu Yu, Xiaokai Nie, Le Liang, Hongzhe Liu
Cooperative Distributed Resource Allocation in Heterogeneous Networks With D2D Communication. IEEE Trans. Veh. Technol. 72 (12) (2023)
Hongfu Shi, Zhihao Ke, Jun Zheng, Yuqing Xiang, Kehong Ren, Peng Lin, Kaiwen Li, Hanlin Zhu, Le Liang, Zigang Deng
An Effective Optimization Method and Implementation of Permanent Magnet Electrodynamic Wheel for Maglev Car. IEEE Trans. Veh. Technol. 72 (7) (2023)
Yucheng Sheng, Hao Ye, Le Liang, Shi Jin, Geoffrey Ye Li
Semantic Communication for Cooperative Perception based on Importance Map. CoRR (2023)
Xingyu Zhou, Le Liang, Jing Zhang, Chao-Kai Wen, Shi Jin
Gradient-Based Markov Chain Monte Carlo for MIMO Detection. CoRR (2023)
Kai Huang, Le Liang, Shi Jin, Geoffrey Ye Li
Meta Reinforcement Learning for Fast Spectrum Sharing in Vehicular Networks. CoRR (2023)
Chongtao Guo, Zhengchao Li, Le Liang, Geoffrey Ye Li
Reinforcement Learning-Based Power Control for Reliable Mission-Critical Wireless Transmission. IEEE Internet Things J. 10 (23) (2023)
Guang-Ju Li, Shi Jin, Wenwu Yu, Le Liang, Xiaokai Nie, Hongzhe Liu
Online Energy Consumption Optimization in WPCNs With Time-Varying Energy Storage Efficiency. IEEE Trans. Commun. 71 (3) (2023)
Zijian Cao, Hua Zhang, Le Liang, Haotian Wang
Pilot-Free Semantic Communication Systems for Frequency-Selective Fading Channels. ICC Workshops (2023)
Hengxi Zhang, Chengyue Lu, Huaze Tang, Xiaoli Wei, Le Liang, Ling Cheng, Wenbo Ding, Zhu Han
Mean-Field-Aided Multiagent Reinforcement Learning for Resource Allocation in Vehicular Networks. IEEE Internet Things J. 10 (3) (2023)
Chongtao Guo, Xijun Wang, Le Liang, Geoffrey Ye Li
Age of Information, Latency, and Reliability in Intelligent Vehicular Networks. IEEE Netw. 37 (6) (2023)
Jiaming Yu, Shaochuan Wu, Le Liang, Shi Jin
Resource Allocation in Vehicular Networks Based on Federated Multi-Agent Reinforcement Learning. ICCT (2023)
Chongtao Guo, Zhengchao Li, Le Liang, Geoffrey Ye Li
Reinforcement Learning Based Power Control for Reliable Wireless Transmission. CoRR (2022)
Yuzhu Mao, Zihao Zhao, Meilin Yang, Le Liang, Yang Liu, Wenbo Ding, Tian Lan, Xiao-Ping Zhang
SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications. CoRR (2022)
Hao Ye, Le Liang, Geoffrey Ye Li
Decentralized Federated Learning With Unreliable Communications. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Qiang Sun, Le Liang, Xinhao Dang, Yuan Chen
Deep learning-based dimensional emotion recognition combining the attention mechanism and global second-order feature representations. Comput. Electr. Eng. 104 (Part) (2022)
Ning Gao, Le Liang, Donghong Cai, Xiao Li, Shi Jin
Coverage Control for UAV Swarm Communication Networks: A Distributed Learning Approach. IEEE Internet Things J. 9 (20) (2022)
Kexin Wang, Yeqing Feng, Le Liang, Shi Jin
Joint Spectrum Allocation and Power Control in Vehicular Networks Based on Reinforcement Learning. ISWCS (2022)
Jiachen Li, Boning Gao, Zhexuan Yu, Cen Li, Wankai Tang, Le Liang, Xiao Li, Shi Jin, Qiang Cheng, Tie Jun Cui
Coverage Enhancement of 5G Commercial Network based on Reconfigurable Intelligent Surface. VTC Fall (2022)
Yucheng Sheng, Fang Li, Le Liang, Shi Jin
A Multi-Task Semantic Communication System for Natural Language Processing. VTC Fall (2022)
Kai Huang, Zezhou Luo, Le Liang, Shi Jin
Fast Spectrum Sharing in Vehicular Networks: A Meta Reinforcement Learning Approach. VTC Fall (2022)
Deepak Dasalukunte, Richard Dorrance, Le Liang, Lu Lu
A Vector Processor for Mean Field Bayesian Channel Estimation. IEEE Trans. Very Large Scale Integr. Syst. 29 (7) (2021)
Yuyao Sun, Wei Xu, Le Liang, Ning Wang, Geoffrey Ye Li, Xiaohu You
A Lightweight Deep Network for Efficient CSI Feedback in Massive MIMO Systems. CoRR (2021)
Hao Ye, Le Liang, Geoffrey Li
Decentralized Federated Learning with Unreliable Communications. CoRR (2021)
Le Liang, Guoli Wang
Efficient recurrent attention network for remote sensing scene classification. IET Image Process. 15 (8) (2021)
Le Liang, Yu Wang, Zhongming Yan, Weirong Chen
Exploration of a Novel HTS Thin-Film Device Combined With Roles of Transformer and Overcurrent Limiter. IEEE Trans. Ind. Electron. 68 (9) (2021)
Le Liang, Yanyan Chen, LiangChuang Liao, Hongwei Sun, Yanjie Liu
A novel impedance control method of rubber unstacking robot dealing with unpredictable and time-variable adhesion force. Robotics Comput. Integr. Manuf. 67 (2021)
Yuyao Sun, Wei Xu, Le Liang, Ning Wang, Geoffrey Ye Li, Xiaohu You
A Lightweight Deep Network for Efficient CSI Feedback in Massive MIMO Systems. IEEE Wirel. Commun. Lett. 10 (8) (2021)
Le Liang, Hao Ye, Guanding Yu, Geoffrey Ye Li
Deep-Learning-Based Wireless Resource Allocation With Application to Vehicular Networks. Proc. IEEE 108 (2) (2020)
Hao Ye, Le Liang, Geoffrey Ye Li, Biing-Hwang Juang
Deep Learning-Based End-to-End Wireless Communication Systems With Conditional GANs as Unknown Channels. IEEE Trans. Wirel. Commun. 19 (5) (2020)
Liang Wang, Hao Ye, Le Liang, Geoffrey Ye Li
Learn to Compress CSI and Allocate Resources in Vehicular Networks. IEEE Trans. Commun. 68 (6) (2020)
Chongtao Guo, Le Liang, Geoffrey Ye Li
Resource Allocation for V2X Communications: A Large Deviation Theory Perspective. IEEE Wirel. Commun. Lett. 8 (4) (2019)
Le Liang, Hao Ye, Geoffrey Ye Li
Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning. CoRR (2019)
Hao Ye, Le Liang, Geoffrey Ye Li, Biing-Hwang Fred Juang
Deep Learning based End-to-End Wireless Communication Systems with Conditional GAN as Unknown Channel. CoRR (2019)
Le Liang, Hao Ye, Geoffrey Ye Li
Toward Intelligent Vehicular Networks: A Machine Learning Framework. IEEE Internet Things J. 6 (1) (2019)
Le Liang, Hao Ye, Guanding Yu, Geoffrey Ye Li
Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks. CoRR (2019)
Liang Wang, Hao Ye, Le Liang, Geoffrey Ye Li
Learn to Compress CSI and Allocate Resources in Vehicular Networks. CoRR (2019)
Le Liang, Hao Ye, Geoffrey Ye Li
Spectrum Sharing in Vehicular Networks Based on Multi-Agent Reinforcement Learning. IEEE J. Sel. Areas Commun. 37 (10) (2019)
Chongtao Guo, Le Liang, Geoffrey Ye Li
Resource Allocation for Low-Latency Vehicular Communications: An Effective Capacity Perspective. IEEE J. Sel. Areas Commun. 37 (4) (2019)
Huimin Deng, Yu Wang, Guangcheng Fan, Le Liang, Zhongming Yan
Design and Test of a Single-Stage Double-Layer Multipole Field Electromagnetic Launcher With a Rotational Performance. IEEE Access 7 (2019)
Le Liang, Hao Ye, Geoffrey Ye Li
Multi - Agent Reinforcement Learning for Spectrum Sharing in Vehicular Networks. SPAWC (2019)
Hai-xia Peng, Le Liang, Xuemin Shen, Geoffrey Ye Li
Vehicular Communications: A Network Layer Perspective. IEEE Trans. Veh. Technol. 68 (2) (2019)
Chongtao Guo, Le Liang, Geoffrey Ye Li
Resource Allocation for High-Reliability Low-Latency Vehicular Communications With Packet Retransmission. IEEE Trans. Veh. Technol. 68 (7) (2019)
Hao Ye, Le Liang, Geoffrey Ye Li
Circular Convolutional Auto-Encoder for Channel Coding. SPAWC (2019)
Chongtao Guo, Le Liang, Geoffrey Ye Li
Resource Allocation for Vehicular Communications With Low Latency and High Reliability. IEEE Trans. Wirel. Commun. 18 (8) (2019)
Liang Wang, Hao Ye, Le Liang, Geoffrey Ye Li
Learn to Allocate Resources in Vehicular Networks. CoRR (2019)
Le Liang, Shijie Xie, Geoffrey Ye Li, Zhi Ding, Xingxing Yu
Graph-Based Radio Resource Management for Vehicular Networks. ICC (2018)
Le Liang, Shijie Xie, Geoffrey Ye Li, Zhi Ding, Xingxing Yu
Graph-Based Resource Sharing in Vehicular Communication. IEEE Trans. Wirel. Commun. 17 (7) (2018)
Le Liang, Shijie Xie, Geoffrey Ye Li, Zhi Ding, Xingxing Yu
Graph-Based Radio Resource Management for Vehicular Networks. CoRR (2018)
Hao Ye, Le Liang, Geoffrey Ye Li, JoonBeom Kim, Lu Lu, May Wu
Machine Learning for Vehicular Networks: Recent Advances and Application Examples. IEEE Veh. Technol. Mag. 13 (2) (2018)
Le Liang, Hao Ye, Geoffrey Ye Li
Towards Intelligent Vehicular Networks: A Machine Learning Framework. CoRR (2018)
Chongtao Guo, Le Liang, Geoffrey Ye Li
Resource Allocation for Low-Latency Vehicular Communications with Packet Retransmission. CoRR (2018)
Leyuan Pan, Le Liang, Wei Xu, Xiaodai Dong
Framework of Channel Estimation for Hybrid Analog-and-Digital Processing Enabled Massive MIMO Communications. IEEE Trans. Commun. 66 (9) (2018)
Chongtao Guo, Le Liang, Geoffrey Ye Li
Resource Allocation for Low-Latency Vehicular Communications with Packet Retransmission. GLOBECOM (2018)
Le Liang, Hai-xia Peng, Geoffrey Ye Li, Xuemin Shen
Vehicular Communications: A Physical Layer Perspective. IEEE Trans. Veh. Technol. 66 (12) (2017)
Le Liang, Geoffrey Ye Li, Wei Xu
Resource Allocation for D2D-Enabled Vehicular Communications. IEEE Trans. Commun. 65 (7) (2017)
Leyuan Pan, Le Liang, Wei Xu, Xiaodai Dong
Framework of Channel Estimation for Hybrid Analog-and-Digital Processing Enabled Massive MIMO Communications. CoRR (2017)
Le Liang, Geoffrey Ye Li, Wei Xu
Meeting different QoS requirements of vehicular networks: A D2D-based approach. ICASSP (2017)
Le Liang, Joonbeom Kim, Satish Chandra Jha, Kathiravetpillai Sivanesan, Geoffrey Ye Li
Spectrum and Power Allocation for Vehicular Communications With Delayed CSI Feedback. IEEE Wirel. Commun. Lett. 6 (4) (2017)
Le Liang, Hai-xia Peng, Geoffrey Ye Li, Xuemin Shen
Vehicular Communications: A Physical Layer Perspective. CoRR (2017)
Hao Ye, Le Liang, Geoffrey Ye Li, Joonbeom Kim, Lu Lu, May Wu
Machine Learning for Vehicular Networks. CoRR (2017)
Qirong Tang, Le Liang, Yinghao Li, Zhenqiang Deng, Yinan Guo, Hai Huang
An Energy Minimized Solution for Solving Redundancy of Underwater Vehicle-Manipulator System Based on Genetic Algorithm. ICSI (1) (2017)
Yao Yan, Le Liang, Yanyan Chen, Yue Wang, Yanjie Liu
A Method of Computed-Torque Deviation Coupling Control Based on Friction Compensation Analysis. ICIRA (2) (2017)
Hai-xia Peng, Le Liang, Xuemin Shen, Geoffrey Ye Li
Vehicular Communications: A Network Layer Perspective. CoRR (2017)
Le Liang, Yanjie Liu, Haijun Han, Mingyue Wu, Qingwu Ma
A method of structure optimization for high-speed and heavy-load robot based on dynamic characteristic analysis. AIM (2016)
Le Liang, Yongyu Dai, Wei Xu, Xiaodai Dong
How to approach zero-forcing under RF chain limitations in large mmWave multiuser systems? ICCC (2014)
Wei Xu, Le Liang
On Coordinated Multi-point Transmission with Partial Channel State Information Via Delayed Feedback. Wirel. Pers. Commun. 75 (4) (2014)
Le Liang, Wei Xu, Xiaodai Dong
Low-Complexity Hybrid Precoding in Massive Multiuser MIMO Systems. IEEE Wirel. Commun. Lett. 3 (6) (2014)
Le Liang, Wei Xu, Xiaodai Dong
Low-Complexity Hybrid Precoding in Massive Multiuser MIMO Systems. CoRR (2014)
Le Liang, Wei Xu, Xiaodai Dong
Limited Feedback-Based Multi-Antenna Relay Broadcast Channels with Block Diagonalization. IEEE Trans. Wirel. Commun. 12 (8) (2013)
Wei Xu, Le Liang, Hua Zhang, Shi Jin, James C. F. Li, Ming Lei
Performance enhanced transmission in device-to-device communications: Beamforming or interference cancellation? GLOBECOM (2012)
Le Liang, Wei Xu, Hua Zhang
Adaptive coordinated multi-point transmission based on delayed limited feedback. PIMRC (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Le Liang