Xiaofang Xia

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 30

Top Topics

Detect Malicious

Imitation Learning

Parameter Optimization

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Instrum. Meas.

Publications

Wenlong Liao, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Xiaofang Xia, Guangchun Ruan, Zhe Yang
Reducing Annotation Efforts in Electricity Theft Detection Through Optimal Sample Selection. IEEE Trans. Instrum. Meas. 73 (2024)
Jiwei Tian, Chao Shen, Buhong Wang, Xiaofang Xia, Meng Zhang, Chenhao Lin, Qian Li
LESSON: Multi-Label Adversarial False Data Injection Attack for Deep Learning Locational Detection. CoRR (2024)
Jingyuan Yang, Jiangtao Cui, Xiaofang Xia, Xiyue Gao, Bo Yang, Yu-Dong Zhang
An artificial bee colony algorithm with an adaptive search strategy selection mechanism and its application on workload prediction. Comput. Ind. Eng. 189 (2024)
Chaofan Ma, Wei Liang, Meng Zheng, Xiaofang Xia, Lin Chen
A Voronoi Diagram and Q-Learning based Relay Node Placement Method Subject to Radio Irregularity. ACM Trans. Sens. Networks 20 (1) (2024)
Yinlong Zhang, Libiao Yuan, Wei Liang, Xiaofang Xia, Zhibo Pang
3D-SWiM: 3D vision based seam width measurement for industrial composite fiber layup in-situ inspection. Robotics Comput. Integr. Manuf. 82 (2023)
Yinlong Zhang, Bo Li, Shijie Sun, Yuanhao Liu, Wei Liang, Xiaofang Xia, Zhibo Pang
GCMVF-AGV: Globally Consistent Multiview Visual-Inertial Fusion for AGV Navigation in Digital Workshops. IEEE Trans. Instrum. Meas. 72 (2023)
Bo Yang, Huaguang Shi, Xiaofang Xia
Federated Imitation Learning for UAV Swarm Coordination in Urban Traffic Monitoring. IEEE Trans. Ind. Informatics 19 (4) (2023)
Jingyuan Yang, Xiaofang Xia, Jiangtao Cui, Yudong Zhang
An artificial bee colony algorithm with a cumulative covariance matrix mechanism and its application in parameter optimization for hearing loss detection models. Expert Syst. Appl. 229 (Part A) (2023)
Xiaofang Xia, Jian Lin, Qiannan Jia, Xiaoluan Wang, Chaofan Ma, Jiangtao Cui, Wei Liang
ETD-ConvLSTM: A Deep Learning Approach for Electricity Theft Detection in Smart Grids. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Xiyue Gao, Zhuoqi Ma, Jiangtao Cui, Xiaofang Xia, Cai Xu
Hierarchical Category-Enhanced Prototype Learning for Imbalanced Temporal Recommendation. ACM Multimedia (2023)
Yingfan Liu, Chaowei Song, Hong Cheng, Xiaofang Xia, Jiangtao Cui
Accelerating massive queries of approximate nearest neighbor search on high-dimensional data. Knowl. Inf. Syst. 65 (10) (2023)
Yuchao Wang, Yanguo Peng, Ximeng Liu, Zuobin Ying, Jiangtao Cui, Dongyao Niu, Xiaofang Xia
aChain: A SQL-Empowered Analytical Blockchain as a Database. IEEE Trans. Computers 72 (11) (2023)
Yongchao Hou, Jingtai Fei, Xiaofang Xia, Jiangtao Cui
Novel FDP mechanisms for releasing bipartite graph data on fixed and infinite intervals. J. Intell. Fuzzy Syst. 44 (4) (2023)
Yongchao Hou, Xiaofang Xia, Hui Li, Jiangtao Cui, Abbas Mardani
Fuzzy Differential Privacy Theory and Its Applications in Subgraph Counting. IEEE Trans. Fuzzy Syst. 31 (2) (2023)
Xiaofang Xia, Jian Lin, Yang Xiao, Jiangtao Cui, Yanguo Peng, Yong Ma
A Control-Chart-Based Detector for Small-Amount Electricity Theft (SET) Attack in Smart Grids. IEEE Internet Things J. 9 (9) (2022)
Bo Yang, Chaofan Ma, Xiaofang Xia
An Interrelated Imitation Learning Method for Heterogeneous Drone Swarm Coordination. IEEE Trans. Emerg. Top. Comput. 10 (4) (2022)
Xiaofang Xia, Yang Liu, Yang Xiao, Jiangtao Cui, Bo Yang, Yanguo Peng
AdaGT: An Adaptive Group Testing Method for Improving Efficiency and Sensitivity of Large-Scale Screening Against COVID-19. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Xiaofang Xia, Yang Xiao, Wei Liang, Jiangtao Cui
Detection Methods in Smart Meters for Electricity Thefts: A Survey. Proc. IEEE 110 (2) (2022)
Xiaofang Xia, Yang Liu, Bo Yang, Yingfan Liu, Jiangtao Cui, Yinlong Zhang
An Expectation Maximization Based Adaptive Group Testing Method for Improving Efficiency and Sensitivity of Large-Scale Screening of COVID-19. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Bo Yang, Chaofan Ma, Xiaofang Xia
Drone Formation Control via Belief-Correlated Imitation Learning. AAMAS (2021)
Yixiao Zhu, Wenjie Ma, Jiangtao Cui, Xiaofang Xia, Yanguo Peng, Jianting Ning
PvCT: A Publicly Verifiable Contact Tracing Algorithm in Cloud Computing. Secur. Commun. Networks 2021 (2021)
Xiaofang Xia, Yang Xiao, Wei Liang
SAI: A Suspicion Assessment-Based Inspection Algorithm to Detect Malicious Users in Smart Grid. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Xiaofang Xia, Yang Xiao, Wei Liang, Meng Zheng
GTHI: A Heuristic Algorithm to Detect Malicious Users in Smart Grids. IEEE Trans. Netw. Sci. Eng. 7 (2) (2020)
Xiang Wang, Mingdi Fan, Jianying Zheng, Xiaofang Xia, Yang Xiao, Tieshan Li
ILC: An Approach for Short-Term Prediction of Freeway Entrance Flow. IEEE Access 7 (2019)
Xiaofang Xia, Yang Xiao, Wei Liang
ABSI: An Adaptive Binary Splitting Algorithm for Malicious Meter Inspection in Smart Grid. IEEE Trans. Inf. Forensics Secur. 14 (2) (2019)
Jianying Zheng, Siyuan Yang, Xiang Wang, Xiaofang Xia, Yang Xiao, Tieshan Li
A Decision Tree Based Road Recognition Approach Using Roadside Fixed 3D LiDAR Sensors. IEEE Access 7 (2019)
Xiaofang Xia, Yang Xiao, Wei Liang, Meng Zheng
Coded grouping-based inspection algorithms to detect malicious meters in neighborhood area smart grid. Comput. Secur. 77 (2018)
Xiaofang Xia, Wei Liang, Yang Xiao, Meng Zheng
Difference-Comparison-based Malicious Meter Inspection in Neighborhood Area Networks in Smart Grid. Comput. J. 60 (12) (2017)
Xiaofang Xia, Wei Liang, Yang Xiao, Meng Zheng
BCGI: A fast approach to detect malicious meters in neighborhood area smart grid. ICC (2015)
Xiaofang Xia, Wei Liang, Yang Xiao, Meng Zheng, Zhifeng Xiao
A difference-comparison-based approach for malicious meter inspection in neighborhood area smart grids. ICC (2015)