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Xiaofeng Ding

FedGKD: Toward Heterogeneous Federated Learning via Global Knowledge Distillation
2023 · Dezhong Yao, Wanning Pan, et al. · IEEE Transactions on Computers · 120
An Efficient Graph Indexing Method
2012 · Xiaoli Wang, Xiaofeng Ding, et al. · IEEE International Conference on Data Engineering (ICDE) · 109
A Resource-Constrained and Privacy-Preserving Edge-Computing-Enabled Clinical Decision System: A Federated Reinforcement Learning Approach
2021 · Zeyue Xue, Pan Zhou, et al. · IEEE Internet of Things Journal · 90
Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data
2021 · Yao, Dezhong, Pan, Wanning, et al. · arXiv (Cornell University) · 75
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Privacy-Preserving Multi-Keyword Top- Similarity Search Over Encrypted Data
2017 · Xiaofeng Ding, Peng Liu, et al. · IEEE Transactions on Dependable and Secure Computing · 74
Continuous monitoring of skylines over uncertain data streams
2011 · Xiaofeng Ding, Xiang Lian, et al. · Information Sciences · 60
Differentially Private Federated Learning on Non-iid Data: Convergence Analysis and Adaptive Optimization
2024 · Lin Chen, Xiaofeng Ding, et al. · IEEE Transactions on Knowledge and Data Engineering · 55
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Joint Traffic Control and Multi-Channel Reassignment for Core Backbone Network in SDN-IoT: A Multi-Agent Deep Reinforcement Learning Approach
2020 · Tong Wu, Pan Zhou, et al. · IEEE Transactions on Network Science and Engineering · 54
Efficient and Progressive Algorithms for Distributed Skyline Queries over Uncertain Data
2011 · Xiaofeng Ding, Hai Jin · IEEE Transactions on Knowledge and Data Engineering · 50
Privacy-Preserving Triangle Counting in Large Graphs
2018 · Xiaofeng Ding, Xiaodong Zhang, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 48
Differentially Private Deep Learning With Dynamic Privacy Budget Allocation and Adaptive Optimization
2023 · Lin Chen, Danyang Yue, et al. · IEEE Transactions on Information Forensics and Security · 45
Efficient and Privacy-Preserving Multi-Party Skyline Queries Over Encrypted Data
2021 · Xiaofeng Ding, Zuan Wang, et al. · IEEE Transactions on Information Forensics and Security · 42
A Novel Privacy Preserving Framework for Large Scale Graph Data Publishing
2019 · Xiaofeng Ding, Cui Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 37
Privacy-preserving Feature Extraction via Adversarial Training
2020 · Xiaofeng Ding, Hongbiao Fang, et al. · IEEE Transactions on Knowledge and Data Engineering · 35
A review of federated learning: taxonomy, privacy and future directions
2023 · Hashan Ratnayake, Lin Chen, et al. · Journal of Intelligent Information Systems · 33
Differentially Private Triangle Counting in Large Graphs
2022 · Xiaofeng Ding, Shujun Sheng, et al. · IEEE Transactions on Knowledge and Data Engineering · 32
Efficient and effective KNN sequence search with approximate n-grams
2013 · Xiaoli Wang, Xiaofeng Ding, et al. · Proceedings of the VLDB Endowment · 32
A Dynamic-Efficient Structure for Secure and Verifiable Location-Based Skyline Queries
2022 · Zuan Wang, Liang Zhang, et al. · IEEE Transactions on Information Forensics and Security · 31
A general framework for privacy preserving data publishing
2013 · A.H.M. Sarowar Sattar, Jiuyong Li, et al. · Knowledge-Based Systems · 30
Efficient secure and verifiable location-based skyline queries over encrypted data
2022 · Zuan Wang, Xiaofeng Ding, et al. · Proceedings of the VLDB Endowment · 28
A hybrid approach to prevent composition attacks for independent data releases
2016 · Jiuyong Li, Muzammil M. Baig, et al. · Information Sciences · 26
Privacy preserving similarity joins using MapReduce
2019 · Xiaofeng Ding, Wanlu Yang, et al. · Information Sciences · 25
R-U policy frontiers for health data de-identification
2015 · Weiyi Xia, Raymond Heatherly, et al. · Journal of the American Medical Informatics Association · 23
Blockchain-Based Privacy-Aware Contextual Online Learning for Collaborative Edge-Cloud-Enabled Nursing System in Internet of Things
2021 · Jing Wu, Pan Zhou, et al. · IEEE Internet of Things Journal · 21
Efficient Location-Based Skyline Queries With Secure R-Tree Over Encrypted Data
2023 · Zuan Wang, Xiaofeng Ding, et al. · IEEE Transactions on Knowledge and Data Engineering · 18
Works count: 85
Citation count: 1,489
H-index: 23
I10-index: 37
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