Jia Guo

31 papers B 5C 1Journal 16Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Precoding in Multi-User Multi-Antenna Systems: Transformer or Graph Transformer?
IEEE Trans. Wirel. Commun.
Yuxuan Duan, Jia Guo, Chenyang Yang
2024 J jnl
A Model-Based GNN for Learning Precoding.
IEEE Trans. Wirel. Commun.
Jia Guo, Chenyang Yang
2024 — conf
A Size-Generalizable Graph Neural Network for Learning Multi-User Multi-Stream MIMO Precoding.
MLSP
Jia Guo, Chenyang Yang
2024 J jnl
Multidimensional Graph Neural Networks for Wireless Communications.
IEEE Trans. Wirel. Commun.
Shengjie Liu, Jia Guo, Chenyang Yang
2024 J jnl
Understanding the Performance of Learning Precoding Policies With Graph and Convolutional Neural Networks.
IEEE Trans. Commun.
Baichuan Zhao, Jia Guo, Chenyang Yang
2023 — conf
A Size-Generalizable GNN for Learning Precoding.
VTC Fall
Jia Guo, Chenyang Yang
2023 J jnl
Deep Neural Networks With Data Rate Model: Learning Power Allocation Efficiently.
IEEE Trans. Commun.
Jia Guo, Chenyang Yang
2023 — conf
How to Improve Learning Efficiency of GNN for Precoding?
VTC2023-Spring
Jia Guo, Chenyang Yang
2023 J jnl
Learning Resource Allocation Policy: Vertex-GNN or Edge-GNN?
CoRR
Yao Peng, Jia Guo, Chenyang Yang
2023 B conf
Precoder and Detector Learning for Vision-based mmWave Received Power Prediction.
PIMRC
Jia Guo, Mehdi Bennis, Chenyang Yang
2023 J jnl
When the gain of predictive resource allocation for content delivery is large?
Sci. China Inf. Sci.
Chenzuo Zhang, Jia Guo, Chenyang Yang
2022 J jnl
A Model-based GNN for Learning Precoding.
CoRR
Jia Guo, Chenyang Yang
2022 B conf
Learning Hybrid Precoding Efficiently for mmWave Systems with Mathematical Properties.
GLOBECOM
Shengjie Liu, Jia Guo, Chenyang Yang
2022 B conf
Learning Power Allocation for Cellular Systems with Data Rate-based Deep Neural Network.
WCNC
Jia Guo, Chenyang Yang
2022 J jnl
Learning Power Allocation for Multi-Cell-Multi-User Systems With Heterogeneous Graph Neural Networks.
IEEE Trans. Wirel. Commun.
Jia Guo, Chenyang Yang
2022 B conf
Learning Precoding Policy: CNN or GNN?
WCNC
Baichuan Zhao, Jia Guo, Chenyang Yang
2022 — conf
Learning Precoding for Semantic Communications.
ICC Workshops
Jia Guo, Chenyang Yang
2021 J jnl
Learning Fairly With Class-Imbalanced Data for Interference Coordination.
IEEE Trans. Veh. Technol.
Jia Guo, Zhaoqi Xu, Chenyang Yang
2021 B conf
Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network.
WCNC
Jia Guo, Chenyang Yang
2020 J jnl
Constructing Deep Neural Networks with a Priori Knowledge of Wireless Tasks.
CoRR
Jia Guo, Chenyang Yang
2020 J jnl
Impact of Prediction Errors on High Throughput Predictive Resource Allocation.
IEEE Trans. Veh. Technol.
Jia Guo, Chenyang Yang
2020 J jnl
Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network.
CoRR
Jia Guo, Chenyang Yang
2020 — conf
Structure of Deep Neural Networks with a Priori Information in Wireless Tasks.
ICC
Jia Guo, Chenyang Yang
2019 — conf
Predictive Resource Allocation with Interference Coordination by Deep Learning.
WCSP
Zhaoqi Xu, Jia Guo, Chenyang Yang
2019 J jnl
Structure of Deep Neural Networks with a Priori Information in Wireless Tasks.
CoRR
Jia Guo, Chenyang Yang
2018 J jnl
Exploiting Future Radio Resources With End-to-End Prediction by Deep Learning.
IEEE Access
Jia Guo, Chenyang Yang, Chih-Lin I
2018 J jnl
Exploiting Residual Resources to Support High Throughput with Resource Allocation.
CoRR
Jia Guo, Chuting Yao, Chenyang Yang, Zixiang Xiong
2018 — conf
Predictive Resource Allocation with Coarse-Grained Mobility Pattern and Traffic Load Information.
ICC
Jia Guo, Changyang She, Chenyang Yang
2018 — conf
Predictive Resource Allocation with Deep Learning.
VTC Fall
Jia Guo, Chenyang Yang
2016 — conf
Achieving high throughput with predictive resource allocation.
GlobalSIP
Chuting Yao, Jia Guo, Chenyang Yang
2016 C conf
Proactive resource allocation planning with three-levels of context information.
ICCC
Jia Guo, Chuting Yao, Chenyang Yang