Lixiang Lian

41 papers A 1B 5Misc 2Journal 22Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning to Beamform for Cooperative Localization and Communication: A Link Heterogeneous GNN-Based Approach.
IEEE Trans. Wirel. Commun.
Lixiang Lian, Chuanqi Bai, Yihan Xu, Huanyu Dong, Rui Cheng, Shunqing Zhang
2025 J jnl
A Physics-Motivated Large Scale Interference Decoupling and Channel Estimation Scheme for Multi-Cell Interfering Environments.
IEEE Wirel. Commun. Lett.
Lu Li, Lixiang Lian, Shunqing Zhang, Tao Yu, Jihong Li, Xiaojing Chen, Yanzan Sun
2025 J jnl
A Three-Stage Physics-Driven Transmission Scheme for Integrated Sensing and Communication Systems With Noisy Angular Information.
IEEE Wirel. Commun. Lett.
Huangyun Su, Lixiang Lian, Kaixuan Huang, Shunqing Zhang
2025 J jnl
Data-Aware Beamforming for Integrated Sensing and Communication Enabled AI Systems.
IEEE Wirel. Commun. Lett.
Juan Qin, Lixiang Lian
2025 J jnl
Dynamic UAV-Assisted Cooperative Edge AI Inference.
IEEE Trans. Wirel. Commun.
Jingfeng Huang, Lixiang Lian, Dingzhu Wen, Yong Zhou, Fuzhai Wang, Weichang Wang, Yuanming Shi
2025 J jnl
Importance-Aware Resource Allocations for MIMO Semantic Communication.
Entropy
Yue Cao, Youlong Wu, Lixiang Lian, Meixia Tao
2025 — conf
Physics-Informed Data Augmentation for CSI Data-Limited Deep Learning-Driven Communication Tasks.
ICC Workshops
Man Yuan, Lixiang Lian, Sijie Ji
2025 — conf
Self-Interference-Alleviated Beamforming Towards 6G Integrated Sensing and Communication.
ICC
Haoxian Gao, Bingpeng Zhou, Lixiang Lian, Zhiqiang Wei, Xiaoyang Li, Yuan Zhuang
2024 J jnl
A Novel Dual-Driven Channel Estimation Scheme for Spatially Non-Stationary Fading Environments.
IEEE Trans. Wirel. Commun.
Jiaqi Jiang, Lixiang Lian, Tao Yu, Qi Shi, Shunqing Zhang, Xiaojing Chen, Vincent K. N. Lau
2024 J jnl
Blind Multi-Level MAP Detection With Phase Noise Compensation in MIMO-OFDM Systems.
IEEE Trans. Commun.
Shicheng Hu, Lixiang Lian, Hua Qian, Kai Kang, Mingqi Li
2024 B conf
Catalyzing Near-field Localization Through RIS Assistance: Optimization of Hybrid Operational Paradigms.
GLOBECOM
Xu Fang, Lixiang Lian
2024 B conf
GSURE-Based Unsupervised Deep Equilibrium Model Learning for Large-Scale Channel Estimation.
GLOBECOM
Haotian Tian, Lixiang Lian
2024 A conf
MuSAC: Mutualistic Sensing and Communication for Mobile Crowdsensing.
ICDCS
Sijie Ji, Lixiang Lian, Yuanqing Zheng, Chenshu Wu
2024 J jnl
Multi-User Localization and Tracking with Spatiotemporal Correlation in Multi-RIS-Assisted Systems.
CoRR
Ronghua Peng, Peng Gao, Jing You, Lixiang Lian
2023 Misc conf
Adaptive CSI Feedback with Hidden Semantic Information Transfer.
ICASSP
Jiaqi Cao, Lixiang Lian, Yijie Mao, Bruno Clerckx
2023 — conf
Channel Estimation Based on Contrastive Feature Learning with Few Labeled Samples.
SPAWC
Yihan Xu, Lixiang Lian
2023 J jnl
Cooperative ISAC With Direct Localization and Rate-Splitting Multiple Access Communication: A Pareto Optimization Framework.
IEEE J. Sel. Areas Commun.
Peng Gao, Lixiang Lian, Jinpei Yu
2023 — conf
Efficiency of Spatial Correlation for Multi-RIS-Assisted Multi-User Direct Localization.
ICC
Peng Gao, Lixiang Lian, Jinpei Yu
2023 J jnl
Machine Learning for Large-Scale Optimization in 6G Wireless Networks.
IEEE Commun. Surv. Tutorials
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
2023 J jnl
Machine Learning for Large-Scale Optimization in 6G Wireless Networks.
CoRR
Yandong Shi, Lixiang Lian, Yuanming Shi, Zixin Wang, Yong Zhou, Liqun Fu, Lin Bai, Jun Zhang, Wei Zhang
2023 Misc conf
Regularized Deep Generative Model Learning for Real-Time Massive MIMO Channel Tracking.
ICASSP
Lixiang Lian, Ben Wang
2022 J jnl
Decentralized Complete Dictionary Learning via 𝓁
CoRR
Qiheng Lu, Lixiang Lian
2022 B conf
Information Bottleneck Based Joint Feedback and Channel Learning in FDD Massive MIMO Systems.
GLOBECOM
Jiaqi Cao, Lixiang Lian
2022 — conf
Online Compressive Channel Learning Using Untrained Deep Generative Model.
VTC Spring
Ben Wang, Lixiang Lian
2022 B conf
Optimal Passive Beamforming for Cooperative Localization with RIS-Assisted mmWave Systems.
WCNC
Peng Gao, Lixiang Lian, Jinpei Yu
2022 — conf
Reconfigurable Intelligent Surfaces Empowered Cooperative Rate Splitting with User Relaying.
ISWCS
Kangchun Zhao, Yijie Mao, Zhaohui Yang, Lixiang Lian, Bruno Clerckx
2022 J jnl
Reconfigurable Intelligent Surfaces Empowered Cooperative Rate Splitting with User Relaying.
CoRR
Kangchun Zhao, Yijie Mao, Zhaohui Yang, Lixiang Lian, Bruno Clerckx
2022 — conf
Spatial Feature Aided Optimal Compressive Phase Training and Channel Estimation in Massive MIMO Systems with RIS.
ICC
Pan Fang, Lixiang Lian
2022 J jnl
Wireless Area Positioning in RIS-Assisted mmWave Systems: Joint Passive and Active Beamforming Design.
IEEE Signal Process. Lett.
Peng Gao, Lixiang Lian, Jinpei Yu
2022 — conf
Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design.
ICC Workshops
Shaoming Huang, Pengfei Zhang, Yijie Mao, Lixiang Lian, Youlong Wu, Yuanming Shi
2020 J jnl
Cloud-Assisted Cooperative Localization for Vehicle Platoons: A Turbo Approach.
IEEE Trans. Signal Process.
An Liu, Lixiang Lian, Vincent Lau, Guanying Liu, Min-Jian Zhao
2020 — conf
Compressive Channel Estimation in mmWave Systems with Flexible Hybrid Beamforming Architecture.
ICC
Lixiang Lian, Vincent K. N. Lau
2020 J jnl
Configuration Optimization and Channel Estimation in Hybrid Beamforming mmWave Systems With Channel Support Side Information.
IEEE Trans. Signal Process.
Lixiang Lian, Vincent K. N. Lau
2020 J jnl
Robust Recovery of Structured Sparse Signals With Uncertain Sensing Matrix: A Turbo-VBI Approach.
IEEE Trans. Wirel. Commun.
An Liu, Guanying Liu, Lixiang Lian, Vincent K. N. Lau, Min-Jian Zhao
2019 J jnl
Exploiting Dynamic Sparsity for Downlink FDD-Massive MIMO Channel Tracking.
IEEE Trans. Signal Process.
Lixiang Lian, An Liu, Vincent K. N. Lau
2019 — conf
Sparse Bayesian Inference Based Direct Localization for Massive MIMO.
VTC Fall
Guanying Liu, An Liu, Lixiang Lian, Vincent K. N. Lau, Min-Jian Zhao
2019 J jnl
User Location Tracking in Massive MIMO Systems via Dynamic Variational Bayesian Inference.
IEEE Trans. Signal Process.
Lixiang Lian, An Liu, Vincent K. N. Lau
2018 J jnl
Downlink Channel Estimation in Multiuser Massive MIMO With Hidden Markovian Sparsity.
IEEE Trans. Signal Process.
An Liu, Lixiang Lian, Vincent K. N. Lau, Xiaojun Yuan
2018 J jnl
Weighted LASSO for Sparse Recovery With Statistical Prior Support Information.
IEEE Trans. Signal Process.
Lixiang Lian, An Liu, Vincent K. N. Lau
2017 — conf
Compressive RF training and channel estimation in massive MIMO with limited RF chains.
ICC
An Liu, Vincent K. N. Lau, Michael L. Honig, Lixiang Lian
2017 B conf
Optimal-Tuned Weighted LASSO for Massive MIMO Channel Estimation with Limited RF Chains.
GLOBECOM
Lixiang Lian, An Liu, Vincent K. N. Lau