Zhengjia Xu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Outdoor Environments

Convolutional Neural Network

Reinforcement Learning

Top Venues

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)