Jiajia Guo

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 80

Top Venues

CoRR

IEEE Trans. Commun.

ICC

IEEE Trans. Wirel. Commun.

University of New South Wales, Sydney, Australia (PHD)

Education History

University of New South Wales, Sydney, Australia

PHD

Publications

Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin
Communication-Efficient Personalized Federated Edge Learning for Massive MIMO CSI Feedback. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Yuyang Tan, Weiqiang Tan, Jiajia Guo, Zheng Shi
Global-Local Features Reconstruction Network for FDD Massive MIMO CSI Feedback. IEEE Wirel. Commun. Lett. 13 (8) (2024)
Jiajia Guo, Chao-Kai Wen, Shi Jin, Xiao Li
AI for CSI Feedback Enhancement in 5G-Advanced. IEEE Wirel. Commun. 31 (3) (2024)
Kaizhe Xu, Jiajia Guo, Jun Zhang, Shi Jin, Shaodan Ma
Achievable Rate Analysis and Optimization of Double-RIS Assisted Spatially Correlated MIMO with Statistical CSI. CoRR (2024)
Yiping Zuo, Jiajia Guo, Biyun Sheng, Chen Dai, Fu Xiao, Shi Jin
Fluid Antenna for Mobile Edge Computing. CoRR (2024)
Yiping Zuo, Jiajia Guo, Biyun Sheng, Chen Dai, Fu Xiao, Shi Jin
Fluid Antenna for Mobile Edge Computing. IEEE Commun. Lett. 28 (7) (2024)
Jiajia Guo, Tong Chen, Shi Jin, Geoffrey Ye Li, Xin Wang, Xiaolin Hou
Deep learning for joint channel estimation and feedback in massive MIMO systems. Digit. Commun. Networks 10 (1) (2024)
Han Xiao, Wenqiang Tian, Wendong Liu, Jiajia Guo, Zhi Zhang, Shi Jin, Zhihua Shi, Li Guo, Jia Shen
Knowledge-Driven Meta-Learning for CSI Feedback. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Yiming Cui, Jiajia Guo, Zheng Cao, Huaze Tang, Chao-Kai Wen, Shi Jin, Xin Wang, Xiaolin Hou
Lightweight Neural Network With Knowledge Distillation for CSI Feedback. IEEE Trans. Commun. 72 (8) (2024)
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Wenqiang Tian, Shi Jin
Automatic Neural Network Design of Scene-customization for Massive MIMO CSI Feedback. VTC Fall (2023)
Yan Lv, Jiajia Guo, Chao-Kai Wen, Shi Jin
Integrated CSI Feedback and Localization Using Deep Learning. ICC (2023)
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Shi Jin
Auto-CsiNet: Scenario-customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedback. CoRR (2023)
Qing Xue, Jiajia Guo, Binggui Zhou, Yongjun Xu, Zhidu Li, Shaodan Ma
AI/ML for Beam Management in 5G-Advanced. CoRR (2023)
Yiping Zuo, Jiajia Guo, Ning Gao, Yongxu Zhu, Shi Jin, Xiao Li
A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Qing Xue, Chengwang Ji, Shaodan Ma, Jiajia Guo, Yongjun Xu, Qianbin Chen, Wei Zhang
A Survey of Beam Management for mmWave and THz Communications Towards 6G. CoRR (2023)
Jialei Zhan, Yuhang Xie, Jiajia Guo, Yaowen Hu, Guoxiong Zhou, Weiwei Cai, Yanfeng Wang, Aibin Chen, Liu Xie, Maopeng Li, Liujun Li
DGPF-RENet: A Low Data Dependence Network With Low Training Iterations for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yiping Zuo, Jiajia Guo, Ning Gao, Yongxu Zhu, Shi Jin, Xiao Li
A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications. CoRR (2023)
Jintao Wang, Chengwang Ji, Jiajia Guo, Shaodan Ma
Demo: Reconfigurable Distributed Antennas and Reflecting Surface (RDARS)-aided Integrated Sensing and Communication System. ICCC (2023)
Jiajia Guo, Weicong Chen, Chao-Kai Wen, Shi Jin
Deep Learning-Based Two-Timescale CSI Feedback for Beamforming Design in RIS-Assisted Communications. IEEE Trans. Veh. Technol. 72 (4) (2023)
Chengyong Jiang, Jiajia Guo, Chao-Kai Wen, Shi Jin, Xiaolin Hou
Deep Learning-based Implicit CSI Feedback for Time-varying Massive MIMO Channels. ICC (2023)
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin
Communication-efficient Federated Edge Learning for Massive MIMO CSI Feedback. ICCT (2023)
Haifeng Yang, Jiajia Guo, Yongjie Xin, Jianghui Cai, Min Zhang, Xujun Zhao, Yingyue Zhao, Yanting He
Multi-scale fusion and adaptively attentive generative adversarial network for image de-raining. Appl. Intell. 53 (24) (2023)
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Shi Jin, Shuangfeng Han, Xiaoyun Wang
Multi-Task Learning-Based CSI Feedback Design in Multiple Scenarios. IEEE Trans. Commun. 71 (12) (2023)
Zheng Cao, Jiajia Guo, Chao-Kai Wen, Shi Jin
Deep-Unfolding-Based Bit-Level CSI Feedback in Massive MIMO Systems. IEEE Wirel. Commun. Lett. 12 (2) (2023)
Jintao Wang, Chengwang Ji, Jiajia Guo, Shaodan Ma
Demo: Reconfigurable Distributed Antennas and Reflecting Surface (RDARS)-aided Integrated Sensing and Communication System. CoRR (2023)
Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems. CoRR (2022)
Jiajia Guo, Chao-Kai Wen, Muhan Chen, Shi Jin
Environment Knowledge-Aided Massive MIMO Feedback Codebook Enhancement Using Artificial Intelligence. IEEE Trans. Commun. 70 (7) (2022)
Selim Esedoglu, Jiajia Guo
A Monotone, Second Order Accurate Scheme for Curvature Motion. SIAM J. Numer. Anal. 60 (5) (2022)
Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
Overview of Deep Learning-Based CSI Feedback in Massive MIMO Systems. IEEE Trans. Commun. 70 (12) (2022)
Selim Esedoglu, Jiajia Guo, David Li
On Median Filters for Motion by Mean Curvature. CoRR (2022)
Muhan Chen, Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li, Ang Yang
Deep Learning-Based Implicit CSI Feedback in Massive MIMO. IEEE Trans. Commun. 70 (2) (2022)
Yiming Cui, Jiajia Guo, Chao-Kai Wen, Shi Jin, Shuangfeng Han
Unsupervised Online Learning in Deep Learning-Based Massive MIMO CSI Feedback. IEEE Commun. Lett. 26 (9) (2022)
Xiangyi Li, Jiajia Guo, Chao-Kai Wen, Shi Jin, Shuangfeng Han
Multi-task Learning-based CSI Feedback Design in Multiple Scenarios. CoRR (2022)
Jiajia Guo, Chao-Kai Wen, Shi Jin
CAnet: Uplink-Aided Downlink Channel Acquisition in FDD Massive MIMO Using Deep Learning. IEEE Trans. Commun. 70 (1) (2022)
Jiajia Guo, Chao-Kai Wen, Shi Jin
Deep Data Hiding-based CSI Feedback Overhead Elimination: An Initial Investigation. ICC (2022)
Jiajia Guo, Chao-Kai Wen, Shi Jin, Xiao Li
AI for CSI Feedback Enhancement in 5G-Advanced and 6G. CoRR (2022)
Jiajia Guo, Chao-Kai Wen, Shi Jin
Eliminating CSI Feedback Overhead via Deep Learning-Based Data Hiding. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Jiajia Guo, Yiping Zuo, Chao-Kai Wen, Shi Jin
User-Centric Online Gossip Training for Autoencoder-Based CSI Feedback. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Zheng Cao, Wan-Ting Shih, Jiajia Guo, Chao-Kai Wen, Shi Jin
Lightweight Convolutional Neural Networks for CSI Feedback in Massive MIMO. IEEE Commun. Lett. 25 (8) (2021)
Muhan Chen, Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li, Ang Yang
Deep Learning-based Implicit CSI Feedback in Massive MIMO. CoRR (2021)
Jiajia Guo, Chao-Kai Wen, Shi Jin
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Jiajia Guo, Chao-Kai Wen, Shi Jin
CAnet: Uplink-aided Downlink Channel Acquisition in FDD Massive MIMO using Deep Learning. CoRR (2021)
Jie Yang, Shi Jin, Chao-Kai Wen, Jiajia Guo, Michail Matthaiou, Bo Gao
Model-Based Learning Network for 3-D Localization in mmWave Communications. IEEE Trans. Wirel. Commun. 20 (8) (2021)
Selim Esedoglu, Jiajia Guo
A Monotone, Second Order Accurate Scheme for Curvature Motion. CoRR (2021)
Jiajia Guo, Chao-Kai Wen, Muhan Chen, Shi Jin
AI-enhanced Codebook-based CSI Feedback in FDD Massive MIMO. VTC Fall (2021)
Jie Yang, Shi Jin, Chao-Kai Wen, Jiajia Guo, Michail Matthaiou, Bo Gao
Model-based Learning Network for 3-D Localization in mmWave Communications. CoRR (2021)
Xiaoxiang Yu, Jiajia Guo, Xiao Li, Shi Jin
Deep learning based user scheduling for massive MIMO downlink system. Sci. China Inf. Sci. 64 (8) (2021)
Zheng Cao, Wan-Ting Shih, Jiajia Guo, Chao-Kai Wen, Shi Jin
Lightweight Convolutional Neural Networks for CSI Feedback in Massive MIMO. CoRR (2020)
Jiajia Guo, Jinghe Wang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
Compression and Acceleration of Neural Networks for Communications. IEEE Wirel. Commun. 27 (4) (2020)
Tong Chen, Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li, Xin Wang, Xiaolin Hou
Deep Learning for Joint Channel Estimation and Feedback in Massive MIMO Systems. CoRR (2020)
Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
Convolutional Neural Network-Based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis. IEEE Trans. Wirel. Commun. 19 (4) (2020)
Qing Liu, Jiajia Guo, Chao-Kai Wen, Shi Jin
Adversarial attack on DL-based massive MIMO CSI feedback. J. Commun. Networks 22 (3) (2020)
Jiajia Guo, Jianyue Zhu, Hongwei Du, Bensheng Qiu
A bone age assessment system for real-world X-ray images based on convolutional neural networks. Comput. Electr. Eng. 81 (2020)
Jiajia Guo, Chao-Kai Wen, Shi Jin
Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-cell Massive MIMO Systems. CoRR (2020)
Qing Liu, Jiajia Guo, Chao-Kai Wen, Shi Jin
Adversarial Attack on DL-based Massive MIMO CSI Feedback. CoRR (2020)
Jiajia Guo, Xiangyi Li, Muhan Chen, Peiwen Jiang, Tingting Yang, Weiming Duan, Haowen Wang, Shi Jin, Quan Yu
AI enabled wireless communications with real channel measurements: Channel feedback. J. Commun. Inf. Networks 5 (3) (2020)
Jiajia Guo, Xi Yang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
DL-based CSI Feedback and Cooperative Recovery in Massive MIMO. CoRR (2020)
Jie Yang, Shi Jin, Chao-Kai Wen, Jiajia Guo, Michail Matthaiou
3-D Positioning and Environment Mapping for mmWave Communication Systems. CoRR (2019)
Tong Chen, Jiajia Guo, Shi Jin, Chao-Kai Wen, Geoffrey Ye Li
A Novel Quantization Method for Deep Learning-Based Massive MIMO CSI Feedback. GlobalSIP (2019)
Lou Zhao, Jiajia Guo, Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan
A Distributed Multi-RF Chain Hybrid mmWave Scheme for Small-Cell Systems. ICC (2019)
Lou Zhao, Jiajia Guo, Zhiqiang Wei, Derrick Wing Kwan Ng, Jinhong Yuan
A Distributed Multi-RF Chain Hybrid mmWave Scheme for Small-cell Systems. CoRR (2019)
Xiao Li, Xiaoxiang Yu, Tingting Sun, Jiajia Guo, Jun Zhang
Joint Scheduling and Deep Learning-Based Beamforming for FD-MIMO Systems Over Correlated Rician Fading. IEEE Access 7 (2019)
Zhiqiang Wei, Lou Zhao, Jiajia Guo, Derrick Wing Kwan Ng, Jinhong Yuan
Multi-Beam NOMA for Hybrid mmWave Systems. IEEE Trans. Commun. 67 (2) (2019)
Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
Convolutional Neural Network based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis. CoRR (2019)
Jiajia Guo, Jinghe Wang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li
Compression and Acceleration of Neural Networks for Communications. CoRR (2019)
Jiajia Guo, Hongwei Du, Jianyue Zhu, Ting Yan, Bensheng Qiu
Relative location prediction in CT scan images using convolutional neural networks. Comput. Methods Programs Biomed. 160 (2018)
Zhiqiang Wei, Lou Zhao, Jiajia Guo, Derrick Wing Kwan Ng, Jinhong Yuan
Multi-Beam NOMA for Hybrid mmWave Systems. CoRR (2018)
Zhiqiang Wei, Lou Zhao, Jiajia Guo, Derrick Wing Kwan Ng, Jinhong Yuan
A Multi-Beam NOMA Framework for Hybrid mmWave Systems. CoRR (2018)
Jiajia Guo, Jinhong Yuan, Jian (Andrew) Zhang
An Achievable Throughput Scaling Law of Wireless Device-to-Device Caching Networks With Distributed MIMO and Hierarchical Cooperations. IEEE Trans. Wirel. Commun. 17 (1) (2018)
Yan Li, Shaoqiu Xiao, Jiajia Guo
A Review of Wideband Wide-Angle Scanning 2-D Phased Array and Its Applications in Satellite Communication. J. Commun. Inf. Networks 3 (1) (2018)
Jiajia Guo, Wei Yu, Jinhong Yuan
Enhancing Cellular Performance through Device-to-Device Distributed MIMO. CoRR (2018)
Zhiqiang Wei, Lou Zhao, Jiajia Guo, Derrick Wing Kwan Ng, Jinhong Yuan
A Multi-Beam NOMA Framework for Hybrid mmWave Systems. ICC (2018)
Jiajia Guo, Tao Yang, Jinhong Yuan, J. Andrew Zhang
A Novel Linear Physical-Layer Network Coding Scheme for Y-Channel Without Transmitter CSI. IEEE Trans. Veh. Technol. 67 (10) (2018)
Jiajia Guo, Caidong Gu, Si Chen, Hongwei Du, Xiaoxiao Wang, Jihong Yu, Wei Gong
Channel-based Rate Selection for Commodity RFID Networks. ITNAC (2018)
Jiajia Guo, Wei Yu, Jinhong Yuan
Enhancing Cellular Performance Through Device-to-Device Distributed MIMO. IEEE Trans. Commun. 66 (12) (2018)
Zhiqiang Wei, Jiajia Guo, Derrick Wing Kwan Ng, Jinhong Yuan
Fairness Comparison of Uplink NOMA and OMA. VTC Spring (2017)
Jiajia Guo, Jinhong Yuan, Jian A. Zhang
Wireless Device-to-Device Caching Networks with Distributed MIMO and Hierarchical Cooperations. GLOBECOM (2017)
Jiajia Guo, Hongwei Du, Bensheng Qiu, Xiao Liang
A deep learning-based method for relative location prediction in CT scan images. CoRR (2017)
Zhiqiang Wei, Jiajia Guo, Derrick Wing Kwan Ng, Jinhong Yuan
Fairness Comparison of Uplink NOMA and OMA. CoRR (2017)
Jiajia Guo, Tao Yang, Jinhong Yuan, Jian A. Zhang
Linear Physical-Layer Network Coding for the Fading Y-Channel without Transmitter Channel State Information. VTC Fall (2016)
Jiajia Guo, Tao Yang, Jinhong Yuan, Jian A. Zhang
Design of linear physical-layer network coding for MIMO two-way relay channels without transmitter CSI. WCNC (2015)
Jiajia Guo, Tao Yang, Jinhong Yuan, Jian A. Zhang
Linear Vector Physical-Layer Network Coding for MIMO Two-Way Relay Channels: Design and Performance Analysis. IEEE Trans. Commun. 63 (7) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jiajia Guo