​
Login / Signup
Zhengjia Xu
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 13
Top Topics
Outdoor Environments
Dacs Scheme
Convolutional Neural Network
Reinforcement Learning
Top Venues
CoRR
Sensors
I2MTC
CSCWD
</>
Publications
</>
Zixiang Wang
,
Hao Yan
,
Yining Wang
,
Zhengjia Xu
,
Zhuoyue Wang
,
Zhizhong Wu
Research on Autonomous Robots Navigation based on Reinforcement Learning.
CoRR
(2024)
Hao Yan
,
Zixiang Wang
,
Zhengjia Xu
,
Zhuoyue Wang
,
Zhizhong Wu
,
Ranran Lyu
Research on Image Super-Resolution Reconstruction Mechanism based on Convolutional Neural Network.
CoRR
(2024)
Jie Li
,
Zaheer Nasar
,
Valerio Ferracci
,
Neil Harris
,
Zhengjia Xu
Selection and Aggregation of Low-cost Particle Sensors for Outdoor Particulate Matter Measurement.
I2MTC
(2024)
Jinghui Zhang
,
Zhengjia Xu
,
Dingyang Lv
,
Zhan Shi
,
Dian Shen
,
Jiahui Jin
,
Fang Dong
DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph.
AAAI
(2024)
Dingyang Lv
,
Zhengjia Xu
,
Jinghui Zhang
,
Yuchen Wang
,
Fang Dong
Imbalanced node classification with Graph Neural Networks: A unified approach leveraging homophily and label information.
Appl. Soft Comput.
149 (Part A) (2024)
Wenxing Liu
,
Hanlin Niu
,
Ipek Caliskanelli
,
Zhengjia Xu
,
Robert Skilton
Consensus-based Deep Reinforcement Learning for Mobile Robot Mapless Navigation.
ICIT
(2024)
Thomas Brun
,
Zhengjia Xu
,
Ivan Petrunin
,
Ronald Wong
,
Raphael Grech
Machine Learning Enhanced Signal Quality Assessment Leveraged with GDOP for GNSS/INS Fusion.
I2MTC
(2024)
Jinghui Zhang
,
Zhengjia Xu
,
Junhe Li
,
Qiangsheng Dai
,
Zhen Ling
,
Ming Yang
Wi-Fi device identification based on multi-domain physical layer fingerprint.
Comput. Commun.
204 (2023)
Caishan Weng
,
Zhiyang Shu
,
Zhengjia Xu
,
Jinghui Zhang
,
Junzhou Luo
,
Fang Dong
,
Peng Wang
,
Zhengang Wang
FreezePipe: An Efficient Dynamic Pipeline Parallel Approach Based on Freezing Mechanism for Distributed DNN Training.
CSCWD
(2023)
Zhengjia Xu
,
Ivan Petrunin
,
Teng Li
,
Antonios Tsourdos
Efficient Allocation for Downlink Multi-Channel NOMA Systems Considering Complex Constraints.
Sensors
21 (5) (2021)
Zhengjia Xu
,
Ivan Petrunin
,
Antonios Tsourdos
Modeling and Performance Analysis of Opportunistic Link Selection for UAV Communication.
Sensors
21 (2) (2021)
Zhengjia Xu
,
Ivan Petrunin
,
Antonios Tsourdos
Dynamic Spectrum Management with Network Function Virtualization for UAV Communication.
J. Intell. Robotic Syst.
101 (2) (2021)
Zhengjia Xu
,
Ivan Petrunin
,
Antonios Tsourdos
Identification of Communication Signals Using Learning Approaches for Cognitive Radio Applications.
IEEE Access
8 (2020)