Xuebin Ren

Orcid: 0000-0002-6498-0250

According to our database¹, Xuebin Ren authored at least 47 papers between 2013 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

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In proceedings

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PhD thesis

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Other

Bibliography

2025

FedGen: Personalized federated learning with data generation for enhanced model customization and class imbalance.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2025

2024

Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., November, 2024

A personalized cross-domain recommendation with federated meta learning.

[BibT_eX]

[DOI]

Multim. Tools Appl., August, 2024

Knowledge and Data Dual-Driven Fault Diagnosis in Industrial Scenarios: A Survey.

[BibT_eX]

[DOI]

IEEE Internet Things J., June, 2024

Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

FtlSPG: A Federated Transfer Learning Framework for Personalized Safety Protective Gear Detection in Electric Power Industry.

[BibT_eX]

[DOI]

IEEE Internet Things J., February, 2024

FedLED: Label-Free Equipment Fault Diagnosis With Vertical Federated Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Review of Mathematical Optimization in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Understanding Byzantine Robustness in Federated Learning with A Black-box Server.

[BibT_eX]

[DOI]

CoRR, 2024

Differentially Private Fine-Tuning of Diffusion Models.

[BibT_eX]

[DOI]

Francois Buet-Golfouse

CoRR, 2024

Belt and Brace: When Federated Learning Meets Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2024

VertiMRF: Differentially Private Vertical Federated Data Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

2023

WaterEdge: Edge-Cloud Collaborative Intelligent Coagulation System for Group-Level Water Treatment Plants.

[BibT_eX]

[DOI]

IEEE Syst. J., December, 2023

Federated multi-objective reinforcement learning.

[BibT_eX]

[DOI]

Inf. Sci., May, 2023

MPDM: A Multi-Paradigm Deployment Model for Large-Scale Edge-Cloud Intelligence.

[BibT_eX]

[DOI]

IEEE Internet Things J., May, 2023

RTCoInfer: Real-Time Collaborative CNN Inference for Stream Analytics on Ubiquitous Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., April, 2023

ECCVideo: A Scalable Edge Cloud Collaborative Video Analysis System.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2023

Exploring the Benefits of Visual Prompting in Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Locally Private High-Dimensional Crowdsourced Data Release Based on Copula Functions.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2022

Towards Efficient and Stable K-Asynchronous Federated Learning With Unbounded Stale Gradients on Non-IID Data.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

IndustEdge: A Time-Sensitive Networking Enabled Edge-Cloud Collaborative Intelligent Platform for Smart Industry.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

PCFed: Privacy-Enhanced and Communication-Efficient Federated Learning for Industrial IoTs.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

Exploration Across Small Silos: Federated Few-Shot Learning on Network Edge.

[BibT_eX]

[DOI]

IEEE Netw., 2022

LDP-IDS: Local Differential Privacy for Infinite Data Streams.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Latent Dirichlet Allocation Model Training With Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Survey on Improving Data Utility in Differentially Private Sequential Data Publishing.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2021

DPCrowd: Privacy-Preserving and Communication-Efficient Decentralized Statistical Estimation for Real-Time Crowdsourced Data.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Local Differential Privacy for data collection and analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2021

p-Power Exponential Mechanisms for Differentially Private Machine Learning.

[BibT_eX]

[DOI]

IEEE Access, 2021

2020

DPCrowd: Privacy-preserving and Communication-efficient Decentralized Statistical Estimation for Real-time Crowd-sourced Data.

[BibT_eX]

[DOI]

CoRR, 2020

OL4EL: Online Learning for Edge-Cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2020

2019

Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2019

Asynchronous Federated Learning with Differential Privacy for Edge Intelligence.

[BibT_eX]

[DOI]

CoRR, 2019

Reviewing and Improving the Gaussian Mechanism for Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2019

Locally Differentially Private Data Collection and Analysis.

[BibT_eX]

[DOI]

CoRR, 2019

Differentially Private Event Sequences over Infinite Streams with Relaxed Privacy Guarantee.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2019

Adaptive Differentially Private Data Stream Publishing in Spatio-temporal Monitoring of IoT.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

On Privacy Protection of Latent Dirichlet Allocation Model Training.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

LoPub: High-Dimensional Crowdsourced Data Publication With Local Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

2017

Copula-Based Multi-Dimensional Crowdsourced Data Synthesis and Release with Local Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

On Binary Decomposition Based Privacy-Preserving Aggregation Schemes in Real-Time Monitoring Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2016

High-Dimensional Crowdsourced Data Distribution Estimation with Local Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Computer and Information Technology, 2016

2015

A novel temporal perturbation based privacy-preserving scheme for real-time monitoring systems.

[BibT_eX]

[DOI]

Comput. Networks, 2015

2013

On Scaling Perturbation Based Privacy-Preserving Schemes in Smart Metering Systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Computer Communication and Networks, 2013

Xuebin Ren

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