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Xuemeng Liu
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 27
Top Topics
Vehicular Networks
Deep Learning
Weakly Supervised
Cognitive Radio
Top Venues
CoRR
ICC
IEEE J. Sel. Areas Commun.
GLOBECOM
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Publications
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Chang Liu
,
Shuangyang Li
,
Weijie Yuan
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach.
IEEE J. Sel. Areas Commun.
41 (7) (2023)
Chang Liu
,
Shuangyang Li
,
Weijie Yuan
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
Deep Learning-empowered Predictive Precoder Design for OTFS Transmission in URLLC.
CoRR
(2023)
Limeng Wang
,
Xuemeng Liu
,
Yang Li
,
Duo Chang
,
Xing Ren
Low-carbon optimal dispatch of integrated energy system considering demand response under the tiered carbon trading mechanism.
CoRR
(2023)
Chang Liu
,
Shuangyang Li
,
Weijie Yuan
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
Deep Learning-Empowered Predictive Precoder Design for OTFS Transmission in URLLC.
ICC
(2023)
Chang Liu
,
Weijie Yuan
,
Shuangyang Li
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
,
Yonghui Li
Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks: A Deep Learning Approach.
ICC
(2022)
Chang Liu
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
,
Jinhong Yuan
Deep Residual Learning for Channel Estimation in Intelligent Reflecting Surface-Assisted Multi-User Communications.
IEEE Trans. Wirel. Commun.
21 (2) (2022)
Chang Liu
,
Shuangyang Li
,
Weijie Yuan
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach.
CoRR
(2022)
Chang Liu
,
Xuemeng Liu
,
Shuangyang Li
,
Weijie Yuan
,
Derrick Wing Kwan Ng
Deep CLSTM for Predictive Beamforming in Integrated Sensing and Communication-Enabled Vehicular Networks.
J. Commun. Inf. Networks
7 (3) (2022)
Chang Liu
,
Weijie Yuan
,
Shuangyang Li
,
Xuemeng Liu
,
Husheng Li
,
Derrick Wing Kwan Ng
,
Yonghui Li
Learning-Based Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks.
IEEE J. Sel. Areas Commun.
40 (8) (2022)
Zhiwei Shi
,
Zhifeng Wu
,
Zhe Zhang
,
Yutong Chen
,
Xuemeng Liu
Learning Path Planning Algorithm Based on Career Goals and Artificial Intelligence.
Int. J. Emerg. Technol. Learn.
17 (10) (2022)
Chang Liu
,
Weijie Yuan
,
Shuangyang Li
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
,
Yonghui Li
Predictive Beamforming for Integrated Sensing and Communication in Vehicular Networks: A Deep Learning Approach.
CoRR
(2022)
Chang Liu
,
Xuemeng Liu
,
Shuangyang Li
,
Weijie Yuan
,
Derrick Wing Kwan Ng
Deep CLSTM for Predictive Beamforming in Integrated Sensing and Communication-enabled Vehicular Networks.
CoRR
(2022)
Chang Liu
,
Xuemeng Liu
,
Zhiqiang Wei
,
Derrick Wing Kwan Ng
,
Robert Schober
Scalable Predictive Beamforming for IRS-Assisted Multi-User Communications: A Deep Learning Approach.
CoRR
(2022)
Chang Liu
,
Xuemeng Liu
,
Zhiqiang Wei
,
Shaokang Hu
,
Derrick Wing Kwan Ng
,
Jinhong Yuan
Deep Learning-Empowered Predictive Beamforming for IRS-Assisted Multi-User Communications.
CoRR
(2021)
Chang Liu
,
Xuemeng Liu
,
Zhiqiang Wei
,
Shaokang Hu
,
Derrick Wing Kwan Ng
,
Jinhong Yuan
Deep Learning-Empowered Predictive Beamforming for IRS-Assisted Multi-User Communications.
GLOBECOM
(2021)
Chang Liu
,
Weijie Yuan
,
Zhiqiang Wei
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
Location-Aware Predictive Beamforming for UAV Communications: A Deep Learning Approach.
IEEE Wirel. Commun. Lett.
10 (3) (2021)
Xuemeng Liu
,
Chang Liu
,
Yonghui Li
,
Branka Vucetic
,
Derrick Wing Kwan Ng
Deep Residual Learning-Assisted Channel Estimation in Ambient Backscatter Communications.
IEEE Wirel. Commun. Lett.
10 (2) (2021)
Chang Liu
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
,
Jinhong Yuan
Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems.
ICC
(2021)
Xuemeng Liu
,
Changyang She
,
Yonghui Li
,
Branka Vucetic
Edge-Wise Gated Graph Neural Network for User Association in Massive URLLC.
GLOBECOM (Workshops)
(2021)
Chang Liu
,
Xuemeng Liu
,
Zhiqiang Wei
,
Derrick Wing Kwan Ng
,
Jinhong Yuan
,
Ying-Chang Liang
Deep Transfer Learning-Assisted Signal Detection for Ambient Backscatter Communications.
CoRR
(2020)
Chang Liu
,
Xuemeng Liu
,
Zhiqiang Wei
,
Derrick Wing Kwan Ng
,
Jinhong Yuan
,
Ying-Chang Liang
Deep Transfer Learning-Assisted Signal Detection for Ambient Backscatter Communications.
GLOBECOM
(2020)
Chang Liu
,
Weijie Yuan
,
Zhiqiang Wei
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
Location-aware Predictive Beamforming for UAV Communications: A Deep Learning Approach.
CoRR
(2020)
Xuemeng Liu
,
Chang Liu
,
Yonghui Li
,
Branka Vucetic
,
Derrick Wing Kwan Ng
Deep Residual Learning-Assisted Channel Estimation in Ambient Backscatter Communications.
CoRR
(2020)
Chang Liu
,
Xuemeng Liu
,
Derrick Wing Kwan Ng
,
Jinhong Yuan
Deep Residual Network Empowered Channel Estimation for IRS-Assisted Multi-User Communication Systems.
CoRR
(2020)
Chang Liu
,
Xuemeng Liu
,
Ying-Chang Liang
Deep CNN for Spectrum Sensing in Cognitive Radio.
ICC
(2019)
Chang Liu
,
Jie Wang
,
Xuemeng Liu
,
Ying-Chang Liang
Maximum Eigenvalue-Based Goodness-of-Fit Detection for Spectrum Sensing in Cognitive Radio.
IEEE Trans. Veh. Technol.
68 (8) (2019)
Chang Liu
,
Jie Wang
,
Xuemeng Liu
,
Ying-Chang Liang
Deep CM-CNN for Spectrum Sensing in Cognitive Radio.
IEEE J. Sel. Areas Commun.
37 (10) (2019)