Wei Chen

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 100

Top Venues

CoRR

IEEE Trans. Signal Process.

ICC

ICCT

University of Cambridge, UK (PHD)

Education History

University of Cambridge, UK

PHD

Publications

Jiaming Cheng, Wei Chen, Jialong Xu, Yiran Guo, Lun Li, Bo Ai
Swin Transformer-Based CSI Feedback for Massive MIMO. CoRR (2024)
Lei Guo, Wei Chen, Yuxuan Sun, Bo Ai, Nikolaos Pappas, Tony Q. S. Quek
Diffusion-Driven Semantic Communication for Generative Models with Bandwidth Constraints. CoRR (2024)
Wei Chen, Weixiao Wan, Shiyue Wang, Peng Sun, Geoffrey Ye Li, Bo Ai
CSI-PPPNet: A One-Sided One-for-All Deep Learning Framework for Massive MIMO CSI Feedback. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Yukun Cheng, Wei Chen, Bo Ai
Building Semantic Communication System via Molecules: An End-to-End Training Approach. CoRR (2024)
Yiran Guo, Wei Chen, Jialong Xu, Lun Li, Bo Ai
Deep Joint CSI Feedback and Multiuser Precoding for MIMO OFDM Systems. CoRR (2024)
Weixiao Wan, Wei Chen, Shiyue Wang, Geoffrey Ye Li, Bo Ai
Deep Plug-and-Play Prior for Multitask Channel Reconstruction in Massive MIMO Systems. IEEE Trans. Commun. 72 (7) (2024)
Yanna Bai, Wei Chen, Bo Ai, Petar Popovski
Deep Learning for Asynchronous Massive Access With Data Frame Length Diversity. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Yukun Cheng, Wei Chen, Lun Li, Bo Ai
Rate Compatible LDPC Neural Decoding Network: A Multi-Task Learning Approach. IEEE Trans. Veh. Technol. 73 (5) (2024)
Jiangyuan Guo, Wei Chen, Yuxuan Sun, Jialong Xu, Bo Ai
VideoQA-SC: Adaptive Semantic Communication for Video Question Answering. CoRR (2024)
Xiao Gong, Wei Chen, Bo Ai, Geert Leus
Deep-Learning-Aided Alternating Least Squares for Tensor CP Decomposition and Its Application to Massive MIMO Channel Estimation. CoRR (2023)
Xuying Chen, Wei Chen, Lei Cao, Ning Wang, Bo Ai
RIS-Aided Communication with Compressed Sensing Channel Estimation: Analysis and Discrete Phase Shifts Design. ICCC (2023)
Lei Guo, Wei Chen, Yuxuan Sun, Bo Ai
Device-Edge Digital Semantic Communication with Trained Non-Linear Quantization. VTC2023-Spring (2023)
Shiyue Wang, Wei Chen, Xuying Chen, Yuanyuan Zhang, Bo Ai
Deep Learning-Based Beam Pair Prediction With Finite Beam Quality Information. ICCT (2023)
Jialong Xu, Bo Ai, Ning Wang, Wei Chen
Deep Joint Source-Channel Coding for CSI Feedback: An End-to-End Approach. IEEE J. Sel. Areas Commun. 41 (1) (2023)
Jiaming Cheng, Wei Chen, Jialong Xu, Yiran Guo, Lun Li, Bo Ai
Swin Transformer-Based CSI Feedback for Massive MIMO. ICCT (2023)
Shiyu Liang, Wei Chen, Ning Wang, Bo Ai
Cluster-Specific Dictionary Learning Based Active User Detection for mMTC With Massive MIMO. GLOBECOM (2023)
Maolin Liu, Wei Chen, Jialong Xu, Bo Ai
A Comprehensive Study of PAPR Reduction Techniques for Deep Joint Source Channel Coding in OFDM Systems. ICCT (2023)
Zhihang Chu, Wei Chen, Ning Wang, Bo Ai
Deep Joint Source-Channel Coding for Person Re-Identification With Related Image Sources. ICCT (2023)
Jialong Xu, Bo Ai, Wei Chen, Ning Wang, Miguel R. D. Rodrigues
Deep Joint Source-Channel Coding for Image Transmission With Visual Protection. IEEE Trans. Cogn. Commun. Netw. 9 (6) (2023)
Xiao Gong, Wei Chen, Lei Sun, Jie Chen, Bo Ai
An ESPRIT-Based Supervised Channel Estimation Method Using Tensor Train Decomposition for mmWave 3-D MIMO-OFDM Systems. IEEE Trans. Signal Process. 71 (2023)
Jialong Xu, Tze-Yang Tung, Bo Ai, Wei Chen, Yuxuan Sun, Deniz Gündüz
Deep Joint Source-Channel Coding for Semantic Communications. IEEE Commun. Mag. 61 (11) (2023)
Jiapan Yang, Xiao Gong, Bo Ai, Wei Chen
A Priori Based Deep Unfolding Method for mmWave Channel Estimation in MIMO Radar Aided V2X Communications. ICC (2023)
Jiangyuan Guo, Wei Chen, Chuan Zhou, Zhuoyi Lv, Bo Ai
Adaptive CNN-Enhanced In-Loop Filter for Lossy Video Coding. ICCT (2023)
Haoyuan Cai, Maboud F. Kaloorazi, Jie Chen, Wei Chen, Cédric Richard
Online Dominant Generalized Eigenvectors Extraction via a Randomized Algorithm. IEEE Trans. Veh. Technol. 72 (6) (2023)
Jialong Xu, Bo Ai, Ning Wang, Wei Chen
Deep Joint Source-Channel Coding for CSI Feedback: An End-to-End Approach. CoRR (2022)
Min Zhao, Tiande Gao, Jie Chen, Wei Chen
Hyperspectral Unmixing via Nonnegative Matrix Factorization With Handcrafted and Learned Priors. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Jiansen Qiao, Wei Chen, Jie Chen, Bo Ai
Blind Modulation Classification Under Uncertain Noise Conditions: A Multitask Learning Approach. IEEE Commun. Lett. 26 (5) (2022)
Min Zhao, Xiuheng Wang, Jie Chen, Wei Chen
A Plug-and-Play Priors Framework for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wei Chen, Han Xiao, Lei Sun, Bo Ai
Joint Activity Detection and Channel Estimation in Massive MIMO Systems With Angular Domain Enhancement. IEEE Trans. Wirel. Commun. 21 (5) (2022)
Jialong Xu, Bo Ai, Wei Chen, Ang Yang, Peng Sun, Miguel R. D. Rodrigues
Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules. IEEE Trans. Circuits Syst. Video Technol. 32 (4) (2022)
Jialong Xu, Tze-Yang Tung, Bo Ai, Wei Chen, Yuxuan Sun, Deniz Gündüz
Deep Joint Source-Channel Coding for Semantic Communications. CoRR (2022)
Yikun Mei, Zhen Gao, Yongpeng Wu, Wei Chen, Jun Zhang, Derrick Wing Kwan Ng, Marco Di Renzo
Compressive Sensing-Based Joint Activity and Data Detection for Grant-Free Massive IoT Access. IEEE Trans. Wirel. Commun. 21 (3) (2022)
Yanna Bai, Wei Chen, Feifei Sun, Bo Ai, Petar Popovski
Data-Driven Compressed Sensing for Massive Wireless Access. CoRR (2022)
Xiao Gong, Xi Chen, Zhangdui Zhong, Wei Chen
Enhanced Few-Shot Learning for Intrusion Detection in Railway Video Surveillance. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Yuan Bai, Wei Chen, Yanna Bai, Bo Ai
Dictionary Learning Based Channel Estimation and Activity Detection for mMTC with Massive MIMO. ICC (2022)
Weixiao Wan, Bowen Zhang, Marija Vella, João F. C. Mota, Wei Chen
Robust RGB-Guided Super-Resolution of Hyperspectral Images via $\text{TV}^{3}$ Minimization. IEEE Signal Process. Lett. 29 (2022)
Yanna Bai, Wei Chen, Bo Ai, Zhangdui Zhong, Ian J. Wassell
Prior Information Aided Deep Learning Method for Grant-Free NOMA in mMTC. IEEE J. Sel. Areas Commun. 40 (1) (2022)
Jianqi Chen, Jieqiang Wei, Wei Chen, Henrik Sandberg, Karl Henrik Johansson, Jie Chen
Geometrical Characterization of Sensor Placement for Cone-Invariant and Multi-Agent Systems against Undetectable Zero-Dynamics Attacks. SIAM J. Control. Optim. 60 (2) (2022)
Maolin Liu, Wei Chen, Jialong Xu, Bo Ai
Real-time Implementation and Evaluation of SDR-based Deep Joint Source-Channel Coding. VTC Fall (2022)
Wei Chen, Weixiao Wan, Shiyue Wang, Peng Sun, Bo Ai
CSI-PPPNet: A One-Sided Deep Learning Framework for Massive MIMO CSI Feedback. CoRR (2022)
Yanna Bai, Wei Chen, Feifei Sun, Bo Ai, Petar Popovski
Data-Driven Compressed Sensing for Massive Wireless Access. IEEE Commun. Mag. 60 (11) (2022)
Yanna Bai, Wei Chen, Yuan Ma, Ning Wang, Bo Ai
Dual-Net for Joint Channel Estimation and Data Recovery in Grant-free Massive Access. GLOBECOM (2021)
Xiao Gong, Wei Chen, Xuying Chen, Jie Chen, Bo Ai
A TTSVD-Enhanced Fast and Accurate Channel Estimation Method for Dual-Polarized Massive MIMO Systems. ICSPCC (2021)
Haoyuan Cai, Yingke Zhao, Jie Chen, Wei Chen, Maboud F. Kaloorazi
Online Construction of Variable Span Linear Filters Using a Fixed-Point Approach. IEEE Signal Process. Lett. 28 (2021)
Wei Chen, Bowen Zhang, Shi Jin, Bo Ai, Zhangdui Zhong
Solving Sparse Linear Inverse Problems in Communication Systems: A Deep Learning Approach With Adaptive Depth. IEEE J. Sel. Areas Commun. 39 (1) (2021)
Marija Vella, Bowen Zhang, Wei Chen, João F. C. Mota
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV Minimization. ICIP (2021)
Jialong Xu, Bo Ai, Wei Chen, Ning Wang, Miguel Rodrigues
Deep Joint Encryption and Source-Channel Coding: An Image Privacy Protection Approach. CoRR (2021)
Jianqi Chen, Jieqiang Wei, Wei Chen, Henrik Sandberg, Karl Henrik Johansson, Jie Chen
Geometrical Characterization of Sensor Placement for Cone-Invariant and Multi-Agent Systems against Undetectable Zero-Dynamics Attacks. CoRR (2021)
Di Li, Lei Sun, Wei Chen, Bo Ai, Qi Wang, Zhenguo Du, Xiaoji Han
LSTM Based Scene Detection with Smartphones. ISEEIE (2021)
Yuan Ma, Silei Ren, Wei Chen, Zhi Quan
Data-Driven Beam Tracking for Mobile Millimeter-Wave Communication Systems Without Channel Estimation. IEEE Wirel. Commun. Lett. 10 (12) (2021)
Marija Vella, Bowen Zhang, Wei Chen, João F. C. Mota
Enhanced Hyperspectral Image Super-Resolution via RGB Fusion and TV-TV Minimization. CoRR (2021)
Zhuangkun Wei, Alessio Pagani, Guangtao Fu, Ian Guymer, Wei Chen, Julie A. McCann, Weisi Guo
Optimal Sampling of Water Distribution Network Dynamics Using Graph Fourier Transform. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Yanna Bai, Wei Chen, Jie Chen, Weisi Guo
Deep learning methods for solving linear inverse problems: Research directions and paradigms. Signal Process. 177 (2020)
Min Zhao, Tiande Gao, Jie Chen, Wei Chen
Hyperspectral Unmixing via Nonnegative Matrix Factorization with Handcrafted and Learnt Priors. CoRR (2020)
Yanna Bai, Wei Chen, Bo Ai, Zhangdui Zhong
Contention Based Massive Access Scheme for B5G: A Compressive Sensing Method. IWCMC (2020)
Xiao Gong, Xi Chen, Wei Chen
Enhanced Few-shot Learning for Intrusion Detection in Railway Video Surveillance. CoRR (2020)
Qingbi Zheng, Ruisi He, Bo Ai, Chen Huang, Wei Chen, Zhangdui Zhong, Haoxiang Zhang
Channel Non-Line-of-Sight Identification Based on Convolutional Neural Networks. IEEE Wirel. Commun. Lett. 9 (9) (2020)
Xiao Gong, Wei Chen, Jie Chen
A Low-Rank Tensor Dictionary Learning Method for Hyperspectral Image Denoising. IEEE Trans. Signal Process. 68 (2020)
Xiao Gong, Wei Chen, Jie Chen, Bo Ai
Tensor Denoising Using Low-Rank Tensor Train Decomposition. IEEE Signal Process. Lett. 27 (2020)
Haoyuan Cai, Maboud F. Kaloorazi, Jie Chen, Wei Chen, Cédric Richard
Online Dominant Generalized Eigenvectors Extraction Via A Randomized Method. EUSIPCO (2020)
Jialong Xu, Bo Ai, Wei Chen, Ang Yang, Peng Sun
Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules. CoRR (2020)
Wei Chen, Bowen Zhang, Shi Jin, Bo Ai, Zhangdui Zhong
Solving Sparse Linear Inverse Problems in Communication Systems: A Deep Learning Approach With Adaptive Depth. CoRR (2020)
Han Xiao, Wei Chen, Jun Fang, Bo Ai, Ian J. Wassell
A Grant-Free Method for Massive Machine-Type Communication With Backward Activity Level Estimation. IEEE Trans. Signal Process. 68 (2020)
Yanna Bai, Wei Chen, Jie Chen, Weisi Guo
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms. CoRR (2020)
Jialong Xu, Wei Chen, Bo Ai, Ruisi He, Yujian Li, Junhong Wang, Tutun Juhana, Adit Kurniawan
Performance Evaluation of Autoencoder for Coding and Modulation in Wireless Communications. WCSP (2019)
Han Xiao, Bo Ai, Wei Chen
A Grant-Free Access and Data Recovery Method for Massive Machine-Type Communications. ICC (2019)
Xiao Gong, Wei Chen
Multi-spectral Image Denoising with Shared Dictionaries and Low-rank Representation. ICASSP (2019)
Han Xiao, Bo Ai, Wei Chen
Grant-Free Massive Machine-Type Communications with Backward Activity Detection. GLOBECOM (2019)
Wei Chen, Xiao Gong, Nan Song
Nonconvex Robust Low-Rank Tensor Reconstruction via an Empirical Bayes Method. IEEE Trans. Signal Process. 67 (22) (2019)
Yanna Bai, Bo Ai, Wei Chen
Deep Learning Based Fast Multiuser Detection for Massive Machine-Type Communication. VTC Fall (2019)
Yan Fang, Wei Chen, Lixin Li
Balancing Energy Efficiency and Hit Ratio in Social-Aware Caching: A Cross Layer Approach. GLOBECOM (2019)
Zhuangkun Wei, Alessio Pagani, Guangtao Fu, Ian Guymer, Wei Chen, Julie A. McCann, Weisi Guo
Optimal Sampling of Water Distribution Network Dynamics using Graph Fourier Transform. CoRR (2019)
Chunyu Xie, Ce Li, Baochang Zhang, Lili Pan, Qixiang Ye, Wei Chen
Hierarchical residual stochastic networks for time series recognition. Inf. Sci. 471 (2019)
Qianqian Cheng, Lixin Li, Kaiyuan Xue, Huan Ren, Xu Li, Wei Chen, Zhu Han
Beam-Steering Optimization in Multi-UAVs mmWave Networks: A Mean Field Game Approach. WCSP (2019)
Jiaming Qi, Wei Chen
Learning a discriminative dictionary for classification with outliers. Signal Process. 152 (2018)
Nan Song, Kezhi Li, Wei Chen
Robust Visual Tracking Via Adaptive Structure-Enhanced Particle Filter. ICASSP (2018)
Jiaming Qi, Wei Chen
A Flexible Dirty Model Dictionary Learning Approach for Classification. ICASSP (2018)
Yang Liu, Qingchao Chen, Wei Chen, Ian J. Wassell
Dictionary Learning Inspired Deep Network for Scene Recognition. AAAI (2018)
Xin Ding, Wei Chen, Ian J. Wassell
Joint Sensing Matrix and Sparsifying Dictionary Optimization for Tensor Compressive Sensing. IEEE Trans. Signal Process. 65 (14) (2017)
Xin Ding, Wei Chen, Ian J. Wassell
Compressive Sensing Reconstruction for Video: An Adaptive Approach Based on Motion Estimation. IEEE Trans. Circuits Syst. Video Technol. 27 (7) (2017)
Yangqing Li, Changchuan Yin, Wei Chen, Zhu Han
Approximate Message Passing for Structured Affine Rank Minimization Problem. IEEE Access 5 (2017)
Wei Chen, Nan Song
Low-Rank Tensor Completion: A Pseudo-Bayesian Learning Approach. ICCV (2017)
Wei Chen, Ian J. Wassell
Bayesian learning for the Type-3 joint sparse signal recovery. ICC (2016)
Ruisi He, Wei Chen, Bo Ai, Andreas F. Molisch, Wei Wang, Zhangdui Zhong, Jian Yu, Seun Sangodoyin
A Sparsity-Based Clustering Framework for Radio Channel Impulse Responses. VTC Spring (2016)
Wei Chen, Ian J. Wassell
Cost-Aware Activity Scheduling for Compressive Sleeping Wireless Sensor Networks. IEEE Trans. Signal Process. 64 (9) (2016)
Yangqing Li, Saurabh Prasad, Wei Chen, Changchuan Yin, Zhu Han
An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity prior. WHISPERS (2016)
Wei Chen, Ian J. Wassell
Optimized Node Selection for Compressive Sleeping Wireless Sensor Networks. IEEE Trans. Veh. Technol. 65 (2) (2016)
Wei Chen, Ian J. Wassell
A Decentralized Bayesian Algorithm For Distributed Compressive Sensing in Networked Sensing Systems. IEEE Trans. Wirel. Commun. 15 (2) (2016)
Yang Liu, Wei Chen, Qingchao Chen, Ian J. Wassell
Support Discrimination Dictionary Learning for Image Classification. ECCV (2) (2016)
Xin Ding, Wei Chen, Ian J. Wassell
Joint Sensing Matrix and Sparsifying Dictionary Optimization for Tensor Compressive Sensing. CoRR (2016)
Yangqing Li, Saurabh Prasad, Wei Chen, Changchuan Yin, Zhu Han
An approximate message passing approach for compressive hyperspectral imaging using a simultaneous low-rank and joint-sparsity prior. CoRR (2016)
Xin Ding, Wei Chen, Ian J. Wassell
Nonconvex compressive sensing reconstruction for tensor using structures in modes. ICASSP (2016)
Wei Chen, David P. Wipf, Yu Wang, Yang Liu, Ian J. Wassell
Simultaneous Bayesian Sparse Approximation With Structured Sparse Models. IEEE Trans. Signal Process. 64 (23) (2016)
Xin Ding, Wei Chen, Ian J. Wassell
Sparsity-fused Kalman filtering for reconstruction of dynamic sparse signals. ICC (2015)
Wei Chen, Ian J. Wassell
Variational Bayesian algorithm for distributed compressive sensing. ICC (2015)
Yu Wang, David P. Wipf, Jeong-Min Yun, Wei Chen, Ian J. Wassell
Clustered Sparse Bayesian Learning. UAI (2015)
Yu Wang, David P. Wipf, Qing Ling, Wei Chen, Ian J. Wassell
Multi-Task Learning for Subspace Segmentation. ICML (2015)
Wei Chen, Ian J. Wassell, Miguel R. D. Rodrigues
Dictionary Design for Distributed Compressive Sensing. IEEE Signal Process. Lett. 22 (1) (2015)
Yangqing Li, Wei Chen, Changchuan Yin, Zhu Han
Approximate message passing for sparse recovering of spatially and temporally correlated data. ICCC (2015)
Xin Ding, Wei Chen, Ian J. Wassell
Block-Based Feature Adaptive Compressive Sensing for Video. CIT/IUCC/DASC/PICom (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wei Chen