Jia Guo

According to our database, Jia Guo authored at least 27 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Understanding the Performance of Learning Precoding Policies With Graph and Convolutional Neural Networks.

Baichuan Zhao, Jia Guo, Chenyang Yang

IEEE Trans. Commun., September, 2024

A Model-Based GNN for Learning Precoding.

Jia Guo, Chenyang Yang

IEEE Trans. Wirel. Commun., July, 2024

Multidimensional Graph Neural Networks for Wireless Communications.

Shengjie Liu, Jia Guo, Chenyang Yang

IEEE Trans. Wirel. Commun., April, 2024

A Size-Generalizable Graph Neural Network for Learning Multi-User Multi-Stream MIMO Precoding.

Jia Guo, Chenyang Yang

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023

When the gain of predictive resource allocation for content delivery is large?

Chenzuo Zhang, Jia Guo, Chenyang Yang

Sci. China Inf. Sci., December, 2023

Deep Neural Networks With Data Rate Model: Learning Power Allocation Efficiently.

Jia Guo, Chenyang Yang

IEEE Trans. Commun., March, 2023

Learning Resource Allocation Policy: Vertex-GNN or Edge-GNN?

Yao Peng, Jia Guo, Chenyang Yang

CoRR, 2023

How to Improve Learning Efficiency of GNN for Precoding?

Jia Guo, Chenyang Yang

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

A Size-Generalizable GNN for Learning Precoding.

Jia Guo, Chenyang Yang

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

Precoder and Detector Learning for Vision-based mmWave Received Power Prediction.

Jia Guo, Mehdi Bennis, Chenyang Yang

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

2022

Learning Power Allocation for Multi-Cell-Multi-User Systems With Heterogeneous Graph Neural Networks.

Jia Guo, Chenyang Yang

IEEE Trans. Wirel. Commun., 2022

Learning Precoding Policy: CNN or GNN?

Baichuan Zhao, Jia Guo, Chenyang Yang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Learning Power Allocation for Cellular Systems with Data Rate-based Deep Neural Network.

Jia Guo, Chenyang Yang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Learning Precoding for Semantic Communications.

Jia Guo, Chenyang Yang

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Learning Hybrid Precoding Efficiently for mmWave Systems with Mathematical Properties.

Shengjie Liu, Jia Guo, Chenyang Yang

Proceedings of the IEEE Global Communications Conference, 2022

2021

Learning Fairly With Class-Imbalanced Data for Interference Coordination.

Jia Guo, Zhaoqi Xu, Chenyang Yang

IEEE Trans. Veh. Technol., 2021

Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network.

Jia Guo, Chenyang Yang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

2020

Impact of Prediction Errors on High Throughput Predictive Resource Allocation.

Jia Guo, Chenyang Yang

IEEE Trans. Veh. Technol., 2020

Constructing Deep Neural Networks with a Priori Knowledge of Wireless Tasks.

Jia Guo, Chenyang Yang

CoRR, 2020

Structure of Deep Neural Networks with a Priori Information in Wireless Tasks.

Jia Guo, Chenyang Yang

Proceedings of the 2020 IEEE International Conference on Communications, 2020

2019

Predictive Resource Allocation with Interference Coordination by Deep Learning.

Zhaoqi Xu, Jia Guo, Chenyang Yang

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

2018

Exploiting Residual Resources to Support High Throughput with Resource Allocation.

Jia Guo, Chuting Yao, Chenyang Yang, Zixiang Xiong

CoRR, 2018

Exploiting Future Radio Resources With End-to-End Prediction by Deep Learning.

Jia Guo, Chenyang Yang, Chih-Lin I

IEEE Access, 2018

Predictive Resource Allocation with Deep Learning.

Jia Guo, Chenyang Yang

Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Predictive Resource Allocation with Coarse-Grained Mobility Pattern and Traffic Load Information.

Jia Guo, Changyang She, Chenyang Yang

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2016

Proactive resource allocation planning with three-levels of context information.

Jia Guo, Chuting Yao, Chenyang Yang

Proceedings of the 2016 IEEE/CIC International Conference on Communications in China, 2016

Achieving high throughput with predictive resource allocation.

Chuting Yao, Jia Guo, Chenyang Yang

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016