Jiajia Guo

Orcid: 0000-0002-6220-2295

According to our database1, Jiajia Guo authored at least 74 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Mobile Blockchain-Enabled Secure and Efficient Information Management for Indoor Positioning With Federated Learning.
IEEE Trans. Mob. Comput., December, 2024

End-to-End Communication With Task-Driven CSI Acquisition in Multiple-Antenna Systems.
IEEE Wirel. Commun. Lett., October, 2024

Auto-CsiNet: Scenario-Customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedback.
IEEE Trans. Wirel. Commun., October, 2024

Multi-Domain Correlation-Aided Implicit CSI Feedback Using Deep Learning.
IEEE Trans. Wirel. Commun., October, 2024

Learning-Based Integrated CSI Feedback and Localization in Massive MIMO.
IEEE Trans. Wirel. Commun., October, 2024

Facilitating AI-Based CSI Feedback Deployment in Massive MIMO Systems With Learngene.
IEEE Trans. Wirel. Commun., September, 2024

Global-Local Features Reconstruction Network for FDD Massive MIMO CSI Feedback.
IEEE Wirel. Commun. Lett., August, 2024

Lightweight Neural Network With Knowledge Distillation for CSI Feedback.
IEEE Trans. Commun., August, 2024

Communication-Efficient Personalized Federated Edge Learning for Massive MIMO CSI Feedback.
IEEE Trans. Wirel. Commun., July, 2024

Fluid Antenna for Mobile Edge Computing.
IEEE Commun. Lett., July, 2024

AI for CSI Feedback Enhancement in 5G-Advanced.
IEEE Wirel. Commun., June, 2024

Knowledge-Driven Meta-Learning for CSI Feedback.
IEEE Trans. Wirel. Commun., June, 2024

SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism.
Phys. Commun., 2024

Deep learning for joint channel estimation and feedback in massive MIMO systems.
Digit. Commun. Networks, 2024

Fluid Antenna-enabled Integrated Sensing, Communication, and Computing Systems.
CoRR, 2024

Achievable Rate Analysis and Optimization of Double-RIS Assisted Spatially Correlated MIMO with Statistical CSI.
CoRR, 2024

A Survey of Beam Management for mmWave and THz Communications Towards 6G.
IEEE Commun. Surv. Tutorials, 2024

Secure and Efficient Data Sharing for Indoor Positioning with Federated Learning in Mobile Blockchain Networks.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Vision-aided Multi-user Beam Tracking for mmWave Massive MIMO System: Prototyping and Experimental Results.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

2023
Multi-Task Learning-Based CSI Feedback Design in Multiple Scenarios.
IEEE Trans. Commun., December, 2023

Multi-scale fusion and adaptively attentive generative adversarial network for image de-raining.
Appl. Intell., December, 2023

Deep Learning-Based Two-Timescale CSI Feedback for Beamforming Design in RIS-Assisted Communications.
IEEE Trans. Veh. Technol., April, 2023

Deep-Unfolding-Based Bit-Level CSI Feedback in Massive MIMO Systems.
IEEE Wirel. Commun. Lett., 2023

DGPF-RENet: A Low Data Dependence Network With Low Training Iterations for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

AI/ML for Beam Management in 5G-Advanced.
CoRR, 2023

A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications.
IEEE Commun. Surv. Tutorials, 2023

Automatic Neural Network Design of Scene-customization for Massive MIMO CSI Feedback.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Communication-efficient Federated Edge Learning for Massive MIMO CSI Feedback.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Demo: Reconfigurable Distributed Antennas and Reflecting Surface (RDARS)-aided Integrated Sensing and Communication System.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Integrated CSI Feedback and Localization Using Deep Learning.
Proceedings of the IEEE International Conference on Communications, 2023

Deep Learning-based Implicit CSI Feedback for Time-varying Massive MIMO Channels.
Proceedings of the IEEE International Conference on Communications, 2023

2022
Overview of Deep Learning-Based CSI Feedback in Massive MIMO Systems.
IEEE Trans. Commun., 2022

CAnet: Uplink-Aided Downlink Channel Acquisition in FDD Massive MIMO Using Deep Learning.
IEEE Trans. Commun., 2022

Environment Knowledge-Aided Massive MIMO Feedback Codebook Enhancement Using Artificial Intelligence.
IEEE Trans. Commun., 2022

Deep Learning-Based Implicit CSI Feedback in Massive MIMO.
IEEE Trans. Commun., 2022

A Monotone, Second Order Accurate Scheme for Curvature Motion.
SIAM J. Numer. Anal., 2022

User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback.
IEEE J. Sel. Top. Signal Process., 2022

Eliminating CSI Feedback Overhead via Deep Learning-Based Data Hiding.
IEEE J. Sel. Areas Commun., 2022

Unsupervised Online Learning in Deep Learning-Based Massive MIMO CSI Feedback.
IEEE Commun. Lett., 2022

On Median Filters for Motion by Mean Curvature.
CoRR, 2022

AI for CSI Feedback Enhancement in 5G-Advanced and 6G.
CoRR, 2022

Multi-task Learning-based CSI Feedback Design in Multiple Scenarios.
CoRR, 2022

Deep Data Hiding-based CSI Feedback Overhead Elimination: An Initial Investigation.
Proceedings of the IEEE International Conference on Communications, 2022

2021
Model-Based Learning Network for 3-D Localization in mmWave Communications.
IEEE Trans. Wirel. Commun., 2021

Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems.
IEEE J. Sel. Areas Commun., 2021

Lightweight Convolutional Neural Networks for CSI Feedback in Massive MIMO.
IEEE Commun. Lett., 2021

Deep learning based user scheduling for massive MIMO downlink system.
Sci. China Inf. Sci., 2021

AI-enhanced Codebook-based CSI Feedback in FDD Massive MIMO.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

2020
Compression and Acceleration of Neural Networks for Communications.
IEEE Wirel. Commun., 2020

Convolutional Neural Network-Based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis.
IEEE Trans. Wirel. Commun., 2020

Adversarial attack on DL-based massive MIMO CSI feedback.
J. Commun. Networks, 2020

AI enabled wireless communications with real channel measurements: Channel feedback.
J. Commun. Inf. Networks, 2020

Deep Learning for Joint Channel Estimation and Feedback in Massive MIMO Systems.
CoRR, 2020

DL-based CSI Feedback and Cooperative Recovery in Massive MIMO.
CoRR, 2020

A bone age assessment system for real-world X-ray images based on convolutional neural networks.
Comput. Electr. Eng., 2020

2019
Multi-Beam NOMA for Hybrid mmWave Systems.
IEEE Trans. Commun., 2019

3-D Positioning and Environment Mapping for mmWave Communication Systems.
CoRR, 2019

Joint Scheduling and Deep Learning-Based Beamforming for FD-MIMO Systems Over Correlated Rician Fading.
IEEE Access, 2019

A Distributed Multi-RF Chain Hybrid mmWave Scheme for Small-Cell Systems.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Novel Quantization Method for Deep Learning-Based Massive MIMO CSI Feedback.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018
Advanced Multiple-Input and Multiple Output Technology in Wireless Communication Networks.
PhD thesis, 2018

An Achievable Throughput Scaling Law of Wireless Device-to-Device Caching Networks With Distributed MIMO and Hierarchical Cooperations.
IEEE Trans. Wirel. Commun., 2018

A Novel Linear Physical-Layer Network Coding Scheme for Y-Channel Without Transmitter CSI.
IEEE Trans. Veh. Technol., 2018

Enhancing Cellular Performance Through Device-to-Device Distributed MIMO.
IEEE Trans. Commun., 2018

A Review of Wideband Wide-Angle Scanning 2-D Phased Array and Its Applications in Satellite Communication.
J. Commun. Inf. Networks, 2018

Relative location prediction in CT scan images using convolutional neural networks.
Comput. Methods Programs Biomed., 2018

Channel-based Rate Selection for Commodity RFID Networks.
Proceedings of the 28th International Telecommunication Networks and Applications Conference, 2018

A Multi-Beam NOMA Framework for Hybrid mmWave Systems.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
A deep learning-based method for relative location prediction in CT scan images.
CoRR, 2017

Fairness Comparison of Uplink NOMA and OMA.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Wireless Device-to-Device Caching Networks with Distributed MIMO and Hierarchical Cooperations.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Linear Physical-Layer Network Coding for the Fading Y-Channel without Transmitter Channel State Information.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

2015
Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis.
IEEE Trans. Commun., 2015

Design of linear physical-layer network coding for MIMO two-way relay channels without transmitter CSI.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015


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