Xuebin Ren

71 papers A* 5A 1B 2C 2Journal 58Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
BIQ: Bisection Interval Quantization for Communication-efficient Federated Learning.
AAAI
Luyang Gai, Shusen Yang, Xuebin Ren, Zihao Zhou
2026 J jnl
FairGFL: Privacy-Preserving Fairness-Aware Federated Learning With Overlapping Subgraphs.
IEEE Trans. Parallel Distributed Syst.
Zihao Zhou, Shusen Yang, Fangyuan Zhao, Xuebin Ren
2026 J jnl
Fine-Grained Manipulation Attacks to Local Differential Privacy Protocols for Data Streams.
IEEE Trans. Knowl. Data Eng.
Xinyu Li, Xuebin Ren, Shusen Yang, Liang Shi, Chia-Mu Yu, Qing Han
2025 J jnl
FairGFL: Privacy-Preserving Fairness-Aware Federated Learning with Overlapping Subgraphs.
CoRR
Zihao Zhou, Shusen Yang, Fangyuan Zhao, Xuebin Ren
2025 J jnl
FedDSV: Shapley Value-Based Contribution Estimation in Federated Learning With Dynamic Participation.
IEEE Trans. Mob. Comput.
Kaijia Lei, Xuebin Ren, Shusen Yang, Xiaocheng Wang, Fangyuan Zhao
2025 J jnl
FedGen: Personalized federated learning with data generation for enhanced model customization and class imbalance.
Future Gener. Comput. Syst.
Peng Zhao, Shaocong Guo, Yanan Li, Shusen Yang, Xuebin Ren
2025 J jnl
FedImpute: Personalized federated learning for data imputation with clusterer and auxiliary classifier.
Expert Syst. Appl.
Yanan Li, Shaocong Guo, Xinyuan Guo, Peng Zhao, Xuebin Ren, Hui Wang
2025 J jnl
Fine-grained Manipulation Attacks to Local Differential Privacy Protocols for Data Streams.
CoRR
Xinyu Li, Xuebin Ren, Shusen Yang, Liang Shi, Chia-Mu Yu
2025 J jnl
Learning Adaptive Multi-Timescale Scheduling for Mobile Edge Computing.
IEEE Trans. Mob. Comput.
Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Shibo Wang, Xuebin Ren
2025 J jnl
T³Planner: Multi-Phase Planning Across Structure-Constrained Optical, IP, and Routing Topologies.
IEEE J. Sel. Areas Commun.
Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Cong Zhao, Xuebin Ren, Peng Zhao, Chenren Xu, Shibo Wang
2024 J jnl
A personalized cross-domain recommendation with federated meta learning.
Multim. Tools Appl.
Peng Zhao, Yuanyang Jin, Xuebin Ren, Yanan Li
2024 J jnl
Belt and Brace: When Federated Learning Meets Differential Privacy.
CoRR
Xuebin Ren, Shusen Yang, Cong Zhao, Julie A. McCann, Zongben Xu
2024 J jnl
Belt and Braces: When Federated Learning Meets Differential Privacy.
Commun. ACM
Xuebin Ren, Shusen Yang, Cong Zhao, Julie A. McCann, Zongben Xu
2024 J jnl
Differentially Private Fine-Tuning of Diffusion Models.
CoRR
Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse
2024 A* conf
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning.
INFOCOM
Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Shibo Wang, Xuebin Ren
2024 J jnl
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning.
CoRR
Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Shibo Wang, Xuebin Ren
2024 J jnl
FedLED: Label-Free Equipment Fault Diagnosis With Vertical Federated Transfer Learning.
IEEE Trans. Instrum. Meas.
Jie Shen, Shusen Yang, Cong Zhao, Xuebin Ren, Peng Zhao, Yuqian Yang, Qing Han, Shuaijun Wu
2024 J jnl
FtlSPG: A Federated Transfer Learning Framework for Personalized Safety Protective Gear Detection in Electric Power Industry.
IEEE Internet Things J.
Yimeng Wang, Xiang Ding, Shusen Yang, Cong Zhao, Qing Han, Peng Zhao, Xuebin Ren
2024 J jnl
Knowledge and Data Dual-Driven Fault Diagnosis in Industrial Scenarios: A Survey.
IEEE Internet Things J.
Yimeng Wang, Jie Shen, Shusen Yang, Qing Han, Cong Zhao, Peng Zhao, Xuebin Ren
2024 J jnl
Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy.
IEEE Trans. Pattern Anal. Mach. Intell.
Yanan Li, Shusen Yang, Xuebin Ren, Liang Shi, Cong Zhao
2024 J jnl
Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation.
CoRR
Hairong Su, Shibo Wang, Shusen Yang, Tianchi Huang, Xuebin Ren
2024 J jnl
Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation.
IEEE Trans. Mob. Comput.
Hairong Su, Shibo Wang, Shusen Yang, Tianchi Huang, Xuebin Ren
2024 J jnl
Review of Mathematical Optimization in Federated Learning.
CoRR
Shusen Yang, Fangyuan Zhao, Zihao Zhou, Liang Shi, Xuebin Ren, Zongben Xu
2024 J jnl
Understanding Byzantine Robustness in Federated Learning with A Black-box Server.
CoRR
Fangyuan Zhao, Yuexiang Xie, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li
2024 A* conf
VertiMRF: Differentially Private Vertical Federated Data Synthesis.
KDD
Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li
2024 J jnl
VertiMRF: Differentially Private Vertical Federated Data Synthesis.
CoRR
Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li
2023 J jnl
ECCVideo: A Scalable Edge Cloud Collaborative Video Analysis System.
IEEE Intell. Syst.
Qing Han, Xuebin Ren, Peng Zhao, Yimeng Wang, Luhui Wang, Cong Zhao, Xinyu Yang
2023 A* conf
Exploring the Benefits of Visual Prompting in Differential Privacy.
ICCV
Yizhe Li, Yu-Lin Tsai, Chia-Mu Yu, Pin-Yu Chen, Xuebin Ren
2023 J jnl
Exploring the Benefits of Visual Prompting in Differential Privacy.
CoRR
Yizhe Li, Yu-Lin Tsai, Xuebin Ren, Chia-Mu Yu, Pin-Yu Chen
2023 J jnl
FedLED: Label-Free Equipment Fault Diagnosis with Vertical Federated Transfer Learning.
CoRR
Jie Shen, Shusen Yang, Cong Zhao, Xuebin Ren, Peng Zhao, Yuqian Yang, Qing Han, Shuaijun Wu
2023 J jnl
Federated multi-objective reinforcement learning.
Inf. Sci.
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Peng Zhao, Rui Zhang, Xinxin Xu
2023 J jnl
MPDM: A Multi-Paradigm Deployment Model for Large-Scale Edge-Cloud Intelligence.
IEEE Internet Things J.
Luhui Wang, Xuebin Ren, Cong Zhao, Fangyuan Zhao, Shusen Yang
2023 J jnl
RTCoInfer: Real-Time Collaborative CNN Inference for Stream Analytics on Ubiquitous Images.
IEEE J. Sel. Areas Commun.
Zhanhua Zhang, Shusen Yang, Cong Zhao, Xuebin Ren, Hanqiao Yu, Qing Han, Siyan Guo
2023 J jnl
WaterEdge: Edge-Cloud Collaborative Intelligent Coagulation System for Group-Level Water Treatment Plants.
IEEE Syst. J.
Yimeng Wang, Shusen Yang, Xuebin Ren, Siyan Guo, Cong Zhao, Qing Han
2022 J jnl
Exploration Across Small Silos: Federated Few-Shot Learning on Network Edge.
IEEE Netw.
Cong Zhao, Xinyue Sun, Shusen Yang, Xuebin Ren, Peng Zhao, Julie A. McCann
2022 J jnl
IndustEdge: A Time-Sensitive Networking Enabled Edge-Cloud Collaborative Intelligent Platform for Smart Industry.
IEEE Trans. Ind. Informatics
Yimeng Wang, Shusen Yang, Xuebin Ren, Peng Zhao, Cong Zhao, Xinyu Yang
2022 — conf
LDP-IDS: Local Differential Privacy for Infinite Data Streams.
SIGMOD Conference
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
2022 J jnl
LDP-IDS: Local Differential Privacy for Infinite Data Streams.
CoRR
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
2022 J jnl
Locally Private High-Dimensional Crowdsourced Data Release Based on Copula Functions.
IEEE Trans. Serv. Comput.
Teng Wang, Xinyu Yang, Xuebin Ren, Wei Yu, Shusen Yang
2022 J jnl
PCFed: Privacy-Enhanced and Communication-Efficient Federated Learning for Industrial IoTs.
IEEE Trans. Ind. Informatics
Qing Han, Shusen Yang, Xuebin Ren, Peng Zhao, Cong Zhao, Yimeng Wang
2022 J jnl
Towards Efficient and Stable K-Asynchronous Federated Learning With Unbounded Stale Gradients on Non-IID Data.
IEEE Trans. Parallel Distributed Syst.
Zihao Zhou, Yanan Li, Xuebin Ren, Shusen Yang
2022 J jnl
Towards Efficient and Stable K-Asynchronous Federated Learning with Unbounded Stale Gradients on Non-IID Data.
CoRR
Zihao Zhou, Yanan Li, Xuebin Ren, Shusen Yang
2021 J jnl
DPCrowd: Privacy-Preserving and Communication-Efficient Decentralized Statistical Estimation for Real-Time Crowdsourced Data.
IEEE Internet Things J.
Xuebin Ren, Chia-Mu Yu, Wei Yu, Xinyu Yang, Jun Zhao, Shusen Yang
2021 J jnl
Latent Dirichlet Allocation Model Training With Differential Privacy.
IEEE Trans. Inf. Forensics Secur.
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Qing Han, Peng Zhao, Xinyu Yang
2021 J jnl
Local Differential Privacy for data collection and analysis.
Neurocomputing
Teng Wang, Jun Zhao, Zhi Hu, Xinyu Yang, Xuebin Ren, Kwok-Yan Lam
2021 J jnl
MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing.
IEEE Trans. Ind. Informatics
Yimeng Wang, Cong Zhao, Shusen Yang, Xuebin Ren, Luhui Wang, Peng Zhao, Xinyu Yang
2021 J jnl
Survey on Improving Data Utility in Differentially Private Sequential Data Publishing.
IEEE Trans. Big Data
Xinyu Yang, Teng Wang, Xuebin Ren, Wei Yu
2021 J jnl
p-Power Exponential Mechanisms for Differentially Private Machine Learning.
IEEE Access
Yanan Li, Xuebin Ren, Fangyuan Zhao, Shusen Yang
2020 J jnl
DPCrowd: Privacy-preserving and Communication-efficient Decentralized Statistical Estimation for Real-time Crowd-sourced Data.
CoRR
Xuebin Ren, Chia-Mu Yu, Wei Yu, Xinyu Yang, Jun Zhao, Shusen Yang
2020 J jnl
Latent Dirichlet Allocation Model Training with Differential Privacy.
CoRR
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Qing Han, Peng Zhao, Xinyu Yang
2020 J jnl
OL4EL: Online Learning for Edge-Cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints.
IEEE Commun. Mag.
Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang
2020 J jnl
OL4EL: Online Learning for Edge-cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints.
CoRR
Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang
2019 C conf
Adaptive Differentially Private Data Stream Publishing in Spatio-temporal Monitoring of IoT.
IPCCC
Teng Wang, Xinyu Yang, Xuebin Ren, Jun Zhao, Kwok-Yan Lam
2019 J jnl
Asynchronous Federated Learning with Differential Privacy for Edge Intelligence.
CoRR
Yanan Li, Shusen Yang, Xuebin Ren, Cong Zhao
2019 — conf
Differentially Private Event Sequences over Infinite Streams with Relaxed Privacy Guarantee.
WASA
Xuebin Ren, Shuyang Wang, Xianghua Yao, Chia-Mu Yu, Wei Yu, Xinyu Yang
2019 J jnl
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis.
CoRR
Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang
2019 J jnl
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis.
IEEE Trans. Inf. Forensics Secur.
Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang
2019 J jnl
Locally Differentially Private Data Collection and Analysis.
CoRR
Teng Wang, Jun Zhao, Xinyu Yang, Xuebin Ren
2019 A* conf
On Privacy Protection of Latent Dirichlet Allocation Model Training.
IJCAI
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang
2019 J jnl
On Privacy Protection of Latent Dirichlet Allocation Model Training.
CoRR
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang
2019 A conf
Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas.
CIKM
Teng Wang, Jun Zhao, Han Yu, Jinyan Liu, Xinyu Yang, Xuebin Ren, Shuyu Shi
2019 J jnl
Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas.
CoRR
Teng Wang, Jun Zhao, Han Yu, Jinyan Liu, Xinyu Yang, Xuebin Ren, Shuyu Shi
2019 J jnl
Reviewing and Improving the Gaussian Mechanism for Differential Privacy.
CoRR
Jun Zhao, Teng Wang, Tao Bai, Kwok-Yan Lam, Xuebin Ren, Xinyu Yang, Shuyu Shi, Yang Liu, Han Yu
2018 J jnl
LoPub: High-Dimensional Crowdsourced Data Publication With Local Differential Privacy.
IEEE Trans. Inf. Forensics Secur.
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann, Philip S. Yu
2017 B conf
Copula-Based Multi-Dimensional Crowdsourced Data Synthesis and Release with Local Privacy.
GLOBECOM
Xinyu Yang, Teng Wang, Xuebin Ren, Wei Yu
2016 C conf
High-Dimensional Crowdsourced Data Distribution Estimation with Local Privacy.
CIT
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann
2016 J jnl
LoPub: High-Dimensional Crowdsourced Data Publication with Local Differential Privacy.
CoRR
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann, Philip S. Yu
2016 J jnl
On Binary Decomposition Based Privacy-Preserving Aggregation Schemes in Real-Time Monitoring Systems.
IEEE Trans. Parallel Distributed Syst.
Xinyu Yang, Xuebin Ren, Jie Lin, Wei Yu
2015 J jnl
A novel temporal perturbation based privacy-preserving scheme for real-time monitoring systems.
Comput. Networks
Xinyu Yang, Xuebin Ren, Shusen Yang, Julie A. McCann
2015 — conf
On binary decomposition based privacy-preserving aggregation schemes in real-time monitoring systems.
ICC
Xuebin Ren, Xinyu Yang, Jie Lin, Wei Yu
2013 B conf
On Scaling Perturbation Based Privacy-Preserving Schemes in Smart Metering Systems.
ICCCN
Xuebin Ren, Xinyu Yang, Jie Lin, Qingyu Yang, Wei Yu