Jiajun Wu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Data Representation

Unsupervised Learning

Top Venues

IEEE Wirel. Commun.

Sci. China Inf. Sci.

Publications

Jiajun Wu, Chengjian Sun, Chenyang Yang
On the size generalizibility of graph neural networks for learning resource allocation. Sci. China Inf. Sci. 67 (4) (2024)
Baichuan Zhao, Jiajun Wu, Yang Ma, Chenyang Yang
Meta-Learning for Wireless Communications: A Survey and a Comparison to GNNs. IEEE Open J. Commun. Soc. 5 (2024)
Ruiming Wang, Jiajun Wu, Chenyang Yang
Proactive Hybrid Precoding for Time-varying mmWave Channel with Deep Learning. VTC2023-Spring (2023)
Baichuan Zhao, Yang Ma, Jiajun Wu, Chenyang Yang
Learning Precoding Policy with Inductive Biases: Graph Neural Networks or Meta-Learning? GLOBECOM (2023)
Jiajun Wu, Chengjian Sun, Chenyang Yang
Resource Allocation for URLLC with Parameter Generation Network. J. Commun. Inf. Networks 8 (4) (2023)
Chengjian Sun, Jiajun Wu, Chenyang Yang
Improving Learning Efficiency for Wireless Resource Allocation with Symmetric Prior. IEEE Wirel. Commun. 29 (2) (2022)
Jiajun Wu, Chenyang Yang, Binqiang Chen
Proactive Caching and Bandwidth Allocation in Heterogenous Networks by Learning From Historical Numbers of Requests. IEEE Trans. Commun. 68 (7) (2020)
Yujie Zhang, Jiajun Wu, Minghao Li, Jun Lin, Zhongfeng Wang
A Three-Level Scoring System for Fast Similarity Evaluation Based on Smith-Waterman Algorithm. ISCAS (2020)
Chengjian Sun, Jiajun Wu, Chenyang Yang
Data Representation for Deep Learning with Priori Knowledge of Symmetric Wireless Tasks. CoRR (2020)
Jiajun Wu, Chenyang Yang
Why Simple Models Perform Well in Predicting Popularity for Caching? APCC (2019)
Jiajun Wu, Chengjian Sun, Chenyang Yang
Proactive Optimization with Unsupervised Learning. CoRR (2019)
Jiajun Wu, Binqiang Chen, Chenyang Yang, Qi Li
Caching and bandwidth allocation policy optimization in heterogeneous networks. PIMRC (2017)