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Lixiang Lian
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 27
Top Topics
Mimo Systems
Cooperative
Information Bottleneck
Channel Estimation
Top Venues
IEEE Trans. Signal Process.
ICC
CoRR
ICASSP
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Publications
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Yihan Xu
,
Lixiang Lian
Channel Estimation Based on Contrastive Feature Learning with Few Labeled Samples.
SPAWC
(2023)
Yandong Shi
,
Lixiang Lian
,
Yuanming Shi
,
Zixin Wang
,
Yong Zhou
,
Liqun Fu
,
Lin Bai
,
Jun Zhang
,
Wei Zhang
Machine Learning for Large-Scale Optimization in 6G Wireless Networks.
IEEE Commun. Surv. Tutorials
25 (4) (2023)
Yandong Shi
,
Lixiang Lian
,
Yuanming Shi
,
Zixin Wang
,
Yong Zhou
,
Liqun Fu
,
Lin Bai
,
Jun Zhang
,
Wei Zhang
Machine Learning for Large-Scale Optimization in 6G Wireless Networks.
CoRR
(2023)
Peng Gao
,
Lixiang Lian
,
Jinpei Yu
Cooperative ISAC With Direct Localization and Rate-Splitting Multiple Access Communication: A Pareto Optimization Framework.
IEEE J. Sel. Areas Commun.
41 (5) (2023)
Lixiang Lian
,
Ben Wang
Regularized Deep Generative Model Learning for Real-Time Massive MIMO Channel Tracking.
ICASSP
(2023)
Peng Gao
,
Lixiang Lian
,
Jinpei Yu
Efficiency of Spatial Correlation for Multi-RIS-Assisted Multi-User Direct Localization.
ICC
(2023)
Jiaqi Cao
,
Lixiang Lian
,
Yijie Mao
,
Bruno Clerckx
Adaptive CSI Feedback with Hidden Semantic Information Transfer.
ICASSP
(2023)
Shaoming Huang
,
Pengfei Zhang
,
Yijie Mao
,
Lixiang Lian
,
Youlong Wu
,
Yuanming Shi
Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design.
ICC Workshops
(2022)
Qiheng Lu
,
Lixiang Lian
-Norm Maximization.
CoRR
(2022)
Ben Wang
,
Lixiang Lian
Online Compressive Channel Learning Using Untrained Deep Generative Model.
VTC Spring
(2022)
Pan Fang
,
Lixiang Lian
Spatial Feature Aided Optimal Compressive Phase Training and Channel Estimation in Massive MIMO Systems with RIS.
ICC
(2022)
Jiaqi Cao
,
Lixiang Lian
Information Bottleneck Based Joint Feedback and Channel Learning in FDD Massive MIMO Systems.
GLOBECOM
(2022)
Peng Gao
,
Lixiang Lian
,
Jinpei Yu
Wireless Area Positioning in RIS-Assisted mmWave Systems: Joint Passive and Active Beamforming Design.
IEEE Signal Process. Lett.
29 (2022)
Peng Gao
,
Lixiang Lian
,
Jinpei Yu
Optimal Passive Beamforming for Cooperative Localization with RIS-Assisted mmWave Systems.
WCNC
(2022)
Kangchun Zhao
,
Yijie Mao
,
Zhaohui Yang
,
Lixiang Lian
,
Bruno Clerckx
Reconfigurable Intelligent Surfaces Empowered Cooperative Rate Splitting with User Relaying.
ISWCS
(2022)
Kangchun Zhao
,
Yijie Mao
,
Zhaohui Yang
,
Lixiang Lian
,
Bruno Clerckx
Reconfigurable Intelligent Surfaces Empowered Cooperative Rate Splitting with User Relaying.
CoRR
(2022)
Lixiang Lian
,
Vincent K. N. Lau
Configuration Optimization and Channel Estimation in Hybrid Beamforming mmWave Systems With Channel Support Side Information.
IEEE Trans. Signal Process.
68 (2020)
An Liu
,
Lixiang Lian
,
Vincent Lau
,
Guanying Liu
,
Min-Jian Zhao
Cloud-Assisted Cooperative Localization for Vehicle Platoons: A Turbo Approach.
IEEE Trans. Signal Process.
68 (2020)
Lixiang Lian
,
Vincent K. N. Lau
Compressive Channel Estimation in mmWave Systems with Flexible Hybrid Beamforming Architecture.
ICC
(2020)
An Liu
,
Guanying Liu
,
Lixiang Lian
,
Vincent K. N. Lau
,
Min-Jian Zhao
Robust Recovery of Structured Sparse Signals With Uncertain Sensing Matrix: A Turbo-VBI Approach.
IEEE Trans. Wirel. Commun.
19 (5) (2020)
Lixiang Lian
,
An Liu
,
Vincent K. N. Lau
Exploiting Dynamic Sparsity for Downlink FDD-Massive MIMO Channel Tracking.
IEEE Trans. Signal Process.
67 (8) (2019)
Guanying Liu
,
An Liu
,
Lixiang Lian
,
Vincent K. N. Lau
,
Min-Jian Zhao
Sparse Bayesian Inference Based Direct Localization for Massive MIMO.
VTC Fall
(2019)
Lixiang Lian
,
An Liu
,
Vincent K. N. Lau
User Location Tracking in Massive MIMO Systems via Dynamic Variational Bayesian Inference.
IEEE Trans. Signal Process.
67 (21) (2019)
Lixiang Lian
,
An Liu
,
Vincent K. N. Lau
Weighted LASSO for Sparse Recovery With Statistical Prior Support Information.
IEEE Trans. Signal Process.
66 (6) (2018)
An Liu
,
Lixiang Lian
,
Vincent K. N. Lau
,
Xiaojun Yuan
Downlink Channel Estimation in Multiuser Massive MIMO With Hidden Markovian Sparsity.
IEEE Trans. Signal Process.
66 (18) (2018)
Lixiang Lian
,
An Liu
,
Vincent K. N. Lau
Optimal-Tuned Weighted LASSO for Massive MIMO Channel Estimation with Limited RF Chains.
GLOBECOM
(2017)
An Liu
,
Vincent K. N. Lau
,
Michael L. Honig
,
Lixiang Lian
Compressive RF training and channel estimation in massive MIMO with limited RF chains.
ICC
(2017)