Jiajia Guo

105 papers B 4Misc 1Journal 88Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Learning-Based Position-Domain Channel Extrapolation for Cell-Free Massive MIMO.
IEEE Trans. Wirel. Commun.
Jiajia Guo, Chao-Kai Wen, Xiao Li, Shi Jin
2026 J jnl
Efficient Deployment of Deep MIMO Detection Using Learngene.
IEEE Trans. Wirel. Commun.
Jinya Zhang, Jiajia Guo, Xiangyi Li, Chao-Kai Wen, Xin Geng, Shi Jin
2026 J jnl
End-to-End Beamforming-Oriented CSI Acquisition Framework for RIS-Assisted Networks.
IEEE Trans. Wirel. Commun.
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin, En Tong
2026 J jnl
FPNet: Joint Wi-Fi Beamforming Matrix Feedback and Anomaly-Aware Indoor Positioning.
CoRR
Ran Tao, Jiajia Guo, Yiming Cui, Xiangyi Li, Chao-Kai Wen, Shi Jin
2026 J jnl
FPNet: Joint Wi-Fi Beamforming Matrix Feedback and Anomaly-Aware Indoor Positioning.
IEEE Trans. Commun.
Ran Tao, Jiajia Guo, Yiming Cui, Xiangyi Li, Chao-Kai Wen, Shi Jin
2026 J jnl
Fluid Antenna-Enabled Integrated Sensing, Communication, and Computing Systems With Mobile Blockchain.
IEEE Trans. Netw. Sci. Eng.
Yiping Zuo, Weicong Chen, Jiajia Guo, Weibei Fan, Biyun Sheng, Shi Jin
2026 J jnl
Joint Active and Passive Beamforming With Sensing-Assisted Discrete Phase Shifts for Dual-RIS ISAC Systems.
IEEE Trans. Netw. Sci. Eng.
Qing Xue, Yun Lan, Jiajia Guo, Qianbin Chen, Shaodan Ma
2026 J jnl
Out-of-Band Modality Synergy-Based Multi-User Beam Prediction and Proactive BS Selection With Zero Pilot Overhead.
IEEE Trans. Commun.
Kehui Li, Binggui Zhou, Jiajia Guo, Feifei Gao, Guanghua Yang, Shaodan Ma
2026 J jnl
Prompt-Enabled Large AI Models for CSI Feedback.
IEEE J. Sel. Areas Commun.
Jiajia Guo, Yiming Cui, Chao-Kai Wen, Shi Jin
2026 J jnl
Uncertainty Estimation-Based Performance Monitoring for Deep Learning-Based CSI Prediction.
IEEE Commun. Lett.
Chengyong Jiang, Jiajia Guo, Lizhe Liu, Shi Jin
2025 B conf
AdapCsiNet: Environment-Adaptive CSI Feedback via Scene Graph-Aided Deep Learning.
GLOBECOM
Jiayi Liu, Jiajia Guo, Yiming Cui, Chao-Kai Wen, Shi Jin
2025 J jnl
AdapCsiNet: Environment-Adaptive CSI Feedback via Scene Graph-Aided Deep Learning.
CoRR
Jiayi Liu, Jiajia Guo, Yiming Cui, Chao-Kai Wen, Shi Jin
2025 J jnl
Deep Learning-Based CSI Feedback for RIS-Assisted Multi-User Systems.
IEEE Trans. Commun.
Jiajia Guo, Xi Yang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
2025 J jnl
Deep Learning-based Position-domain Channel Extrapolation for Cell-Free Massive MIMO.
CoRR
Jiajia Guo, Chao-Kai Wen, Xiao Li, Shi Jin
2025 J jnl
Efficient Deep Learning-Based Cascaded Channel Feedback in RIS-Assisted Communications.
IEEE Trans. Veh. Technol.
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin
2025 J jnl
Enhancing Reliability in AI-Based CSI Prediction: A Proxy-Based Performance Monitoring Approach.
IEEE Trans. Commun.
Chengyong Jiang, Jiajia Guo, Chao-Kai Wen, Shi Jin
2025 B conf
Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback.
GLOBECOM
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin, En Tong
2025 J jnl
Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback.
CoRR
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin, En Tong
2025 — conf
FPNet: Joint AI for CSI Feedback and High-Accuracy Positioning in Wi-Fi Systems.
ICC
Ran Tao, Jiajia Guo, Chao-Kai Wen, Shi Jin
2025 J jnl
Joint Active and Passive Beamforming with Sensing-Assisted Discrete Phase Shifts for Dual-RIS ISAC Systems.
CoRR
Qing Xue, Yun Lan, Jiajia Guo, Qianbin Chen, Shaodan Ma
2025 B conf
Joint Pilot and Phase Shift Design for Downlink Channel Estimation in RIS-Assisted Communications.
GLOBECOM
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin, En Tong
2025 J jnl
LVM4CSI: Enabling Direct Application of Pre-Trained Large Vision Models for Wireless Channel Tasks.
CoRR
Jiajia Guo, Peiwen Jiang, Chao-Kai Wen, Shi Jin, Jun Zhang
2025 J jnl
Large AI Models for Wireless Physical Layer.
CoRR
Jiajia Guo, Yiming Cui, Shi Jin, Jun Zhang
2025 J jnl
Large and Small Model Collaboration for Air Interface.
CoRR
Yiming Cui, Jiajia Guo, Xiao Li, Chao-Kai Wen, Shi Jin
2025 B conf
Learning-based Signal Detection with Learngene.
GLOBECOM
Jinya Zhang, Jiajia Guo, Xiangyi Li, Chao-Kai Wen, Xin Geng, Shi Jin
2025 J jnl
Limited Feedback in RIS-Assisted Wireless Communications: Use Cases, Challenges, and Future Directions.
CoRR
Weicong Chen, Jiajia Guo, Yiming Cui, Xiao Li, Shi Jin
2025 J jnl
MUSE-FM: Multi-task Environment-aware Foundation Model for Wireless Communications.
CoRR
Tianyue Zheng, Jiajia Guo, Linglong Dai, Shi Jin, Jun Zhang
2025 J jnl
Performance Monitoring-Enabled Reliable AI-Based CSI Feedback.
IEEE Trans. Wirel. Commun.
Jiajia Guo, Shaodan Ma, Chao-Kai Wen, Shi Jin
2025 J jnl
Prompt-Enabled Large AI Models for CSI Feedback.
CoRR
Jiajia Guo, Yiming Cui, Chao-Kai Wen, Shi Jin
2025 J jnl
Secure Data Sharing for Autonomous Vehicles in Mobile Blockchain Networks.
IEEE Netw.
Yiping Zuo, Chen Dai, Jiajia Guo, Zhengxin Guo, Fu Xiao, Shi Jin
2025 J jnl
Semantic Communications with World Models.
CoRR
Peiwen Jiang, Jiajia Guo, Chao-Kai Wen, Shi Jin, Jun Zhang
2025 J jnl
Semantic-Aware Digital Twin for AI-Based.
IEEE Commun. Stand. Mag.
Jiajia Guo, Yiming Cui, Shi Jin
2025 J jnl
Semantic-aware Digital Twin for AI-based CSI Acquisition.
CoRR
Jiajia Guo, Yiming Cui, Shi Jin
2024 J jnl
A Survey of Beam Management for mmWave and THz Communications Towards 6G.
IEEE Commun. Surv. Tutorials
Qing Xue, Chengwang Ji, Shaodan Ma, Jiajia Guo, Yongjun Xu, Qianbin Chen, Wei Zhang
2024 J jnl
AI for CSI Feedback Enhancement in 5G-Advanced.
IEEE Wirel. Commun.
Jiajia Guo, Chao-Kai Wen, Shi Jin, Xiao Li
2024 J jnl
AI/ML for Beam Management in 5G-Advanced: A Standardization Perspective.
IEEE Veh. Technol. Mag.
Qing Xue, Jiajia Guo, Binggui Zhou, Yongjun Xu, Zhidu Li, Shaodan Ma
2024 J jnl
Achievable Rate Analysis and Optimization of Double-RIS Assisted Spatially Correlated MIMO with Statistical CSI.
CoRR
Kaizhe Xu, Jiajia Guo, Jun Zhang, Shi Jin, Shaodan Ma
2024 J jnl
Auto-CsiNet: Scenario-Customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedback.
IEEE Trans. Wirel. Commun.
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Shi Jin
2024 — conf
CQI Generation for AI-Enabled CSI Feedback.
WCSP
Yuqing Hua, Jiajia Guo, Chao-Kai Wen, Chengyong Jiang, Shi Jin
2024 J jnl
Communication-Efficient Personalized Federated Edge Learning for Massive MIMO CSI Feedback.
IEEE Trans. Wirel. Commun.
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin
2024 J jnl
Deep learning for joint channel estimation and feedback in massive MIMO systems.
Digit. Commun. Networks
Jiajia Guo, Tong Chen, Shi Jin, Geoffrey Ye Li, Xin Wang, Xiaolin Hou
2024 J jnl
End-to-End Communication With Task-Driven CSI Acquisition in Multiple-Antenna Systems.
IEEE Wirel. Commun. Lett.
Jinya Zhang, Jiajia Guo, Chao-Kai Wen, Shi Jin
2024 J jnl
Facilitating AI-Based CSI Feedback Deployment in Massive MIMO Systems With Learngene.
IEEE Trans. Wirel. Commun.
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Xin Geng, Shi Jin
2024 J jnl
Fluid Antenna for Mobile Edge Computing.
CoRR
Yiping Zuo, Jiajia Guo, Biyun Sheng, Chen Dai, Fu Xiao, Shi Jin
2024 J jnl
Fluid Antenna for Mobile Edge Computing.
IEEE Commun. Lett.
Yiping Zuo, Jiajia Guo, Biyun Sheng, Chen Dai, Fu Xiao, Shi Jin
2024 — conf
Fluid Antenna-enabled Integrated Sensing, Communication, and Computing Systems.
WCSP
Yiping Zuo, Jiajia Guo, Weicong Chen, Weibei Fan, Biyun Sheng, Fu Xiao, Shi Jin
2024 J jnl
Fluid Antenna-enabled Integrated Sensing, Communication, and Computing Systems.
CoRR
Yiping Zuo, Jiajia Guo, Weicong Chen, Weibei Fan, Biyun Sheng, Fu Xiao, Shi Jin
2024 J jnl
Global-Local Features Reconstruction Network for FDD Massive MIMO CSI Feedback.
IEEE Wirel. Commun. Lett.
Yuyang Tan, Weiqiang Tan, Jiajia Guo, Zheng Shi
2024 J jnl
Knowledge-Driven Meta-Learning for CSI Feedback.
IEEE Trans. Wirel. Commun.
Han Xiao, Wenqiang Tian, Wendong Liu, Jiajia Guo, Zhi Zhang, Shi Jin, Zhihua Shi, Li Guo, Jia Shen
2024 J jnl
Learning-Based Integrated CSI Feedback and Localization in Massive MIMO.
IEEE Trans. Wirel. Commun.
Jiajia Guo, Yan Lv, Chao-Kai Wen, Xiao Li, Shi Jin
2024 J jnl
Lightweight Neural Network With Knowledge Distillation for CSI Feedback.
IEEE Trans. Commun.
Yiming Cui, Jiajia Guo, Zheng Cao, Huaze Tang, Chao-Kai Wen, Shi Jin, Xin Wang, Xiaolin Hou
2024 J jnl
Mobile Blockchain-Enabled Secure and Efficient Information Management for Indoor Positioning With Federated Learning.
IEEE Trans. Mob. Comput.
Yiping Zuo, Linqing Gui, Kaiyan Cui, Jiajia Guo, Fu Xiao, Shi Jin
2024 J jnl
Multi-Domain Correlation-Aided Implicit CSI Feedback Using Deep Learning.
IEEE Trans. Wirel. Commun.
Chengyong Jiang, Jiajia Guo, Chao-Kai Wen, Shi Jin
2024 J jnl
SCANet: A lightweight deep learning network for massive MIMO CSI feedback based on spatial and channel attention mechanism.
Phys. Commun.
Huaqiang Chen, Weiqiang Tan, Jiajia Guo, Feiran Yang
2024 — conf
Secure and Efficient Data Sharing for Indoor Positioning with Federated Learning in Mobile Blockchain Networks.
VTC Spring
Yiping Zuo, Zhengxin Guo, Chen Dai, Jiajia Guo, Fu Xiao, Shi Jin
2024 — conf
Vision-aided Multi-user Beam Tracking for mmWave Massive MIMO System: Prototyping and Experimental Results.
VTC Spring
Kehui Li, Binggui Zhou, Jiajia Guo, Xi Yang, Qing Xue, Feifei Gao, Shaodan Ma
2023 J jnl
A Survey of Beam Management for mmWave and THz Communications Towards 6G.
CoRR
Qing Xue, Chengwang Ji, Shaodan Ma, Jiajia Guo, Yongjun Xu, Qianbin Chen, Wei Zhang
2023 J jnl
A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications.
IEEE Commun. Surv. Tutorials
Yiping Zuo, Jiajia Guo, Ning Gao, Yongxu Zhu, Shi Jin, Xiao Li
2023 J jnl
A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications.
CoRR
Yiping Zuo, Jiajia Guo, Ning Gao, Yongxu Zhu, Shi Jin, Xiao Li
2023 J jnl
AI/ML for Beam Management in 5G-Advanced.
CoRR
Qing Xue, Jiajia Guo, Binggui Zhou, Yongjun Xu, Zhidu Li, Shaodan Ma
2023 J jnl
Auto-CsiNet: Scenario-customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedback.
CoRR
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Shi Jin
2023 — conf
Automatic Neural Network Design of Scene-customization for Massive MIMO CSI Feedback.
VTC Fall
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Wenqiang Tian, Shi Jin
2023 — conf
Communication-efficient Federated Edge Learning for Massive MIMO CSI Feedback.
ICCT
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin
2023 J jnl
Deep Learning-Based Two-Timescale CSI Feedback for Beamforming Design in RIS-Assisted Communications.
IEEE Trans. Veh. Technol.
Jiajia Guo, Weicong Chen, Chao-Kai Wen, Shi Jin
2023 — conf
Deep Learning-based Implicit CSI Feedback for Time-varying Massive MIMO Channels.
ICC
Chengyong Jiang, Jiajia Guo, Chao-Kai Wen, Shi Jin, Xiaolin Hou
2023 J jnl
Deep-Unfolding-Based Bit-Level CSI Feedback in Massive MIMO Systems.
IEEE Wirel. Commun. Lett.
Zheng Cao, Jiajia Guo, Chao-Kai Wen, Shi Jin
2023 — conf
Integrated CSI Feedback and Localization Using Deep Learning.
ICC
Yan Lv, Jiajia Guo, Chao-Kai Wen, Shi Jin
2023 J jnl
Multi-Task Learning-Based CSI Feedback Design in Multiple Scenarios.
IEEE Trans. Commun.
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Shi Jin, Shuangfeng Han, Xiaoyun Wang
2022 J jnl
AI for CSI Feedback Enhancement in 5G-Advanced and 6G.
CoRR
Jiajia Guo, Chao-Kai Wen, Shi Jin, Xiao Li
2022 J jnl
CAnet: Uplink-Aided Downlink Channel Acquisition in FDD Massive MIMO Using Deep Learning.
IEEE Trans. Commun.
Jiajia Guo, Chao-Kai Wen, Shi Jin
2022 — conf
Deep Data Hiding-based CSI Feedback Overhead Elimination: An Initial Investigation.
ICC
Jiajia Guo, Chao-Kai Wen, Shi Jin
2022 J jnl
Deep Learning-Based Implicit CSI Feedback in Massive MIMO.
IEEE Trans. Commun.
Muhan Chen, Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li, Ang Yang
2022 J jnl
Eliminating CSI Feedback Overhead via Deep Learning-Based Data Hiding.
IEEE J. Sel. Areas Commun.
Jiajia Guo, Chao-Kai Wen, Shi Jin
2022 J jnl
Environment Knowledge-Aided Massive MIMO Feedback Codebook Enhancement Using Artificial Intelligence.
IEEE Trans. Commun.
Jiajia Guo, Chao-Kai Wen, Muhan Chen, Shi Jin
2022 J jnl
Multi-task Learning-based CSI Feedback Design in Multiple Scenarios.
CoRR
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Shi Jin, Shuangfeng Han
2022 J jnl
Overview of Deep Learning-Based CSI Feedback in Massive MIMO Systems.
IEEE Trans. Commun.
Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
2022 J jnl
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems.
CoRR
Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
2022 J jnl
Unsupervised Online Learning in Deep Learning-Based Massive MIMO CSI Feedback.
IEEE Commun. Lett.
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin, Shuangfeng Han
2022 J jnl
User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback.
IEEE J. Sel. Top. Signal Process.
Jiajia Guo, Yiping Zuo, Chao-Kai Wen, Shi Jin
2021 — conf
AI-enhanced Codebook-based CSI Feedback in FDD Massive MIMO.
VTC Fall
Jiajia Guo, Chao-Kai Wen, Muhan Chen, Shi Jin
2021 J jnl
CAnet: Uplink-aided Downlink Channel Acquisition in FDD Massive MIMO using Deep Learning.
CoRR
Jiajia Guo, Chao-Kai Wen, Shi Jin
2021 J jnl
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems.
IEEE J. Sel. Areas Commun.
Jiajia Guo, Chao-Kai Wen, Shi Jin
2021 J jnl
Deep Learning-based Implicit CSI Feedback in Massive MIMO.
CoRR
Muhan Chen, Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li, Ang Yang
2021 J jnl
Deep learning based user scheduling for massive MIMO downlink system.
Sci. China Inf. Sci.
Xiaoxiang Yu, Jiajia Guo, Xiao Li, Shi Jin
2021 J jnl
Lightweight Convolutional Neural Networks for CSI Feedback in Massive MIMO.
IEEE Commun. Lett.
Zheng Cao, Wan-Ting Shih, Jiajia Guo, Chao-Kai Wen, Shi Jin
2021 J jnl
Model-Based Learning Network for 3-D Localization in mmWave Communications.
IEEE Trans. Wirel. Commun.
Jie Yang, Shi Jin, Chao-Kai Wen, Jiajia Guo, Michail Matthaiou, Bo Gao
2021 J jnl
Model-based Learning Network for 3-D Localization in mmWave Communications.
CoRR
Jie Yang, Shi Jin, Chao-Kai Wen, Jiajia Guo, Michail Matthaiou, Bo Gao
2020 J jnl
A bone age assessment system for real-world X-ray images based on convolutional neural networks.
Comput. Electr. Eng.
Jiajia Guo, Jianyue Zhu, Hongwei Du, Bensheng Qiu
2020 J jnl
AI enabled wireless communications with real channel measurements: Channel feedback.
J. Commun. Inf. Networks
Jiajia Guo, Xiangyi Li, Muhan Chen, Peiwen Jiang, Tingting Yang, Weiming Duan, Haowen Wang, Shi Jin, Quan Yu
2020 J jnl
Adversarial Attack on DL-based Massive MIMO CSI Feedback.
CoRR
Qing Liu, Jiajia Guo, Chao-Kai Wen, Shi Jin
2020 J jnl
Adversarial attack on DL-based massive MIMO CSI feedback.
J. Commun. Networks
Qing Liu, Jiajia Guo, Chao-Kai Wen, Shi Jin
2020 J jnl
Compression and Acceleration of Neural Networks for Communications.
IEEE Wirel. Commun.
Jiajia Guo, Jinghe Wang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
2020 J jnl
Convolutional Neural Network-Based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis.
IEEE Trans. Wirel. Commun.
Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
2020 J jnl
DL-based CSI Feedback and Cooperative Recovery in Massive MIMO.
CoRR
Jiajia Guo, Xi Yang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
2020 J jnl
Deep Learning for Joint Channel Estimation and Feedback in Massive MIMO Systems.
CoRR
Tong Chen, Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li, Xin Wang, Xiaolin Hou
2020 J jnl
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-cell Massive MIMO Systems.
CoRR
Jiajia Guo, Chao-Kai Wen, Shi Jin
2020 J jnl
Lightweight Convolutional Neural Networks for CSI Feedback in Massive MIMO.
CoRR
Zheng Cao, Wan-Ting Shih, Jiajia Guo, Chao-Kai Wen, Shi Jin
2019 J jnl
3-D Positioning and Environment Mapping for mmWave Communication Systems.
CoRR
Jie Yang, Shi Jin, Chao-Kai Wen, Jiajia Guo, Michail Matthaiou
2019 — conf
A Novel Quantization Method for Deep Learning-Based Massive MIMO CSI Feedback.
GlobalSIP
Tong Chen, Jiajia Guo, Shi Jin, Chao-Kai Wen, Geoffrey Ye Li
2019 J jnl
Compression and Acceleration of Neural Networks for Communications.
CoRR
Jiajia Guo, Jinghe Wang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
2019 J jnl
Convolutional Neural Network based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis.
CoRR
Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
2019 J jnl
Joint Scheduling and Deep Learning-Based Beamforming for FD-MIMO Systems Over Correlated Rician Fading.
IEEE Access
Xiao Li, Xiaoxiang Yu, Tingting Sun, Jiajia Guo, Jun Zhang
2018 Misc conf
Channel-based Rate Selection for Commodity RFID Networks.
ITNAC
Jiajia Guo, Caidong Gu, Si Chen, Hongwei Du, Xiaoxiao Wang, Jihong Yu, Wei Gong
2018 J jnl
Relative location prediction in CT scan images using convolutional neural networks.
Comput. Methods Programs Biomed.
Jiajia Guo, Hongwei Du, Jianyue Zhu, Ting Yan, Bensheng Qiu
2017 J jnl
A deep learning-based method for relative location prediction in CT scan images.
CoRR
Jiajia Guo, Hongwei Du, Bensheng Qiu, Xiao Liang