Xuebin Ren

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 53

Top Topics

Latent Dirichlet Allocation

Water Treatment

Differential Privacy

Top Venues

IEEE Internet Things J.

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Ind. Informatics

Publications

Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li
VertiMRF: Differentially Private Vertical Federated Data Synthesis. KDD (2024)
Peng Zhao, Yuanyang Jin, Xuebin Ren, Yanan Li
A personalized cross-domain recommendation with federated meta learning. Multim. Tools Appl. 83 (28) (2024)
Yimeng Wang, Jie Shen, Shusen Yang, Qing Han, Cong Zhao, Peng Zhao, Xuebin Ren
Knowledge and Data Dual-Driven Fault Diagnosis in Industrial Scenarios: A Survey. IEEE Internet Things J. 11 (11) (2024)
Yimeng Wang, Xiang Ding, Shusen Yang, Cong Zhao, Qing Han, Peng Zhao, Xuebin Ren
FtlSPG: A Federated Transfer Learning Framework for Personalized Safety Protective Gear Detection in Electric Power Industry. IEEE Internet Things J. 11 (4) (2024)
Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Shibo Wang, Xuebin Ren
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning. INFOCOM (2024)
Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li
VertiMRF: Differentially Private Vertical Federated Data Synthesis. CoRR (2024)
Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Shibo Wang, Xuebin Ren
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning. CoRR (2024)
Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse
Differentially Private Fine-Tuning of Diffusion Models. CoRR (2024)
Xuebin Ren, Shusen Yang, Cong Zhao, Julie A. McCann, Zongben Xu
Belt and Brace: When Federated Learning Meets Differential Privacy. CoRR (2024)
Yanan Li, Shusen Yang, Xuebin Ren, Liang Shi, Cong Zhao
Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Jie Shen, Shusen Yang, Cong Zhao, Xuebin Ren, Peng Zhao, Yuqian Yang, Qing Han, Shuaijun Wu
FedLED: Label-Free Equipment Fault Diagnosis With Vertical Federated Transfer Learning. IEEE Trans. Instrum. Meas. 73 (2024)
Yizhe Li, Yu-Lin Tsai, Chia-Mu Yu, Pin-Yu Chen, Xuebin Ren
Exploring the Benefits of Visual Prompting in Differential Privacy. ICCV (2023)
Luhui Wang, Xuebin Ren, Cong Zhao, Fangyuan Zhao, Shusen Yang
MPDM: A Multi-Paradigm Deployment Model for Large-Scale Edge-Cloud Intelligence. IEEE Internet Things J. 10 (10) (2023)
Jie Shen, Shusen Yang, Cong Zhao, Xuebin Ren, Peng Zhao, Yuqian Yang, Qing Han, Shuaijun Wu
FedLED: Label-Free Equipment Fault Diagnosis with Vertical Federated Transfer Learning. CoRR (2023)
Yizhe Li, Yu-Lin Tsai, Xuebin Ren, Chia-Mu Yu, Pin-Yu Chen
Exploring the Benefits of Visual Prompting in Differential Privacy. CoRR (2023)
Zhanhua Zhang, Shusen Yang, Cong Zhao, Xuebin Ren, Hanqiao Yu, Qing Han, Siyan Guo
RTCoInfer: Real-Time Collaborative CNN Inference for Stream Analytics on Ubiquitous Images. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Yimeng Wang, Shusen Yang, Xuebin Ren, Siyan Guo, Cong Zhao, Qing Han
WaterEdge: Edge-Cloud Collaborative Intelligent Coagulation System for Group-Level Water Treatment Plants. IEEE Syst. J. 17 (4) (2023)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Peng Zhao, Rui Zhang, Xinxin Xu
Federated multi-objective reinforcement learning. Inf. Sci. 624 (2023)
Qing Han, Xuebin Ren, Peng Zhao, Yimeng Wang, Luhui Wang, Cong Zhao, Xinyu Yang
ECCVideo: A Scalable Edge Cloud Collaborative Video Analysis System. IEEE Intell. Syst. 38 (1) (2023)
Qing Han, Shusen Yang, Xuebin Ren, Peng Zhao, Cong Zhao, Yimeng Wang
PCFed: Privacy-Enhanced and Communication-Efficient Federated Learning for Industrial IoTs. IEEE Trans. Ind. Informatics 18 (9) (2022)
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
LDP-IDS: Local Differential Privacy for Infinite Data Streams. CoRR (2022)
Teng Wang, Xinyu Yang, Xuebin Ren, Wei Yu, Shusen Yang
Locally Private High-Dimensional Crowdsourced Data Release Based on Copula Functions. IEEE Trans. Serv. Comput. 15 (2) (2022)
Yimeng Wang, Shusen Yang, Xuebin Ren, Peng Zhao, Cong Zhao, Xinyu Yang
IndustEdge: A Time-Sensitive Networking Enabled Edge-Cloud Collaborative Intelligent Platform for Smart Industry. IEEE Trans. Ind. Informatics 18 (4) (2022)
Cong Zhao, Xinyue Sun, Shusen Yang, Xuebin Ren, Peng Zhao, Julie A. McCann
Exploration Across Small Silos: Federated Few-Shot Learning on Network Edge. IEEE Netw. 36 (1) (2022)
Zihao Zhou, Yanan Li, Xuebin Ren, Shusen Yang
Towards Efficient and Stable K-Asynchronous Federated Learning With Unbounded Stale Gradients on Non-IID Data. IEEE Trans. Parallel Distributed Syst. 33 (12) (2022)
Zihao Zhou, Yanan Li, Xuebin Ren, Shusen Yang
Towards Efficient and Stable K-Asynchronous Federated Learning with Unbounded Stale Gradients on Non-IID Data. CoRR (2022)
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
LDP-IDS: Local Differential Privacy for Infinite Data Streams. SIGMOD Conference (2022)
Yimeng Wang, Cong Zhao, Shusen Yang, Xuebin Ren, Luhui Wang, Peng Zhao, Xinyu Yang
MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing. IEEE Trans. Ind. Informatics 17 (9) (2021)
Xuebin Ren, Chia-Mu Yu, Wei Yu, Xinyu Yang, Jun Zhao, Shusen Yang
DPCrowd: Privacy-Preserving and Communication-Efficient Decentralized Statistical Estimation for Real-Time Crowdsourced Data. IEEE Internet Things J. 8 (4) (2021)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Qing Han, Peng Zhao, Xinyu Yang
Latent Dirichlet Allocation Model Training With Differential Privacy. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Xinyu Yang, Teng Wang, Xuebin Ren, Wei Yu
Survey on Improving Data Utility in Differentially Private Sequential Data Publishing. IEEE Trans. Big Data 7 (4) (2021)
Teng Wang, Jun Zhao, Zhi Hu, Xinyu Yang, Xuebin Ren, Kwok-Yan Lam
Local Differential Privacy for data collection and analysis. Neurocomputing 426 (2021)
Yanan Li, Xuebin Ren, Fangyuan Zhao, Shusen Yang
p-Power Exponential Mechanisms for Differentially Private Machine Learning. IEEE Access 9 (2021)
Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang
OL4EL: Online Learning for Edge-cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints. CoRR (2020)
Xuebin Ren, Chia-Mu Yu, Wei Yu, Xinyu Yang, Jun Zhao, Shusen Yang
DPCrowd: Privacy-preserving and Communication-efficient Decentralized Statistical Estimation for Real-time Crowd-sourced Data. CoRR (2020)
Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang
OL4EL: Online Learning for Edge-Cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints. IEEE Commun. Mag. 58 (5) (2020)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Qing Han, Peng Zhao, Xinyu Yang
Latent Dirichlet Allocation Model Training with Differential Privacy. CoRR (2020)
Teng Wang, Jun Zhao, Han Yu, Jinyan Liu, Xinyu Yang, Xuebin Ren, Shuyu Shi
Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas. CoRR (2019)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang
On Privacy Protection of Latent Dirichlet Allocation Model Training. IJCAI (2019)
Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis. IEEE Trans. Inf. Forensics Secur. 14 (9) (2019)
Teng Wang, Xinyu Yang, Xuebin Ren, Jun Zhao, Kwok-Yan Lam
Adaptive Differentially Private Data Stream Publishing in Spatio-temporal Monitoring of IoT. IPCCC (2019)
Yanan Li, Shusen Yang, Xuebin Ren, Cong Zhao
Asynchronous Federated Learning with Differential Privacy for Edge Intelligence. CoRR (2019)
Jun Zhao, Teng Wang, Tao Bai, Kwok-Yan Lam, Xuebin Ren, Xinyu Yang, Shuyu Shi, Yang Liu, Han Yu
Reviewing and Improving the Gaussian Mechanism for Differential Privacy. CoRR (2019)
Teng Wang, Jun Zhao, Xinyu Yang, Xuebin Ren
Locally Differentially Private Data Collection and Analysis. CoRR (2019)
Teng Wang, Jun Zhao, Han Yu, Jinyan Liu, Xinyu Yang, Xuebin Ren, Shuyu Shi
Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas. CIKM (2019)
Xuebin Ren, Shuyang Wang, Xianghua Yao, Chia-Mu Yu, Wei Yu, Xinyu Yang
Differentially Private Event Sequences over Infinite Streams with Relaxed Privacy Guarantee. WASA (2019)
Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis. CoRR (2019)
Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang
On Privacy Protection of Latent Dirichlet Allocation Model Training. CoRR (2019)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann, Philip S. Yu
LoPub: High-Dimensional Crowdsourced Data Publication With Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. 13 (9) (2018)
Xinyu Yang, Teng Wang, Xuebin Ren, Wei Yu
Copula-Based Multi-Dimensional Crowdsourced Data Synthesis and Release with Local Privacy. GLOBECOM (2017)
Xinyu Yang, Xuebin Ren, Jie Lin, Wei Yu
On Binary Decomposition Based Privacy-Preserving Aggregation Schemes in Real-Time Monitoring Systems. IEEE Trans. Parallel Distributed Syst. 27 (10) (2016)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann
High-Dimensional Crowdsourced Data Distribution Estimation with Local Privacy. CIT (2016)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann, Philip S. Yu
LoPub: High-Dimensional Crowdsourced Data Publication with Local Differential Privacy. CoRR (2016)
Xuebin Ren, Xinyu Yang, Jie Lin, Wei Yu
On binary decomposition based privacy-preserving aggregation schemes in real-time monitoring systems. ICC (2015)
Xinyu Yang, Xuebin Ren, Shusen Yang, Julie A. McCann
A novel temporal perturbation based privacy-preserving scheme for real-time monitoring systems. Comput. Networks 88 (2015)
Xuebin Ren, Xinyu Yang, Jie Lin, Qingyu Yang, Wei Yu
On Scaling Perturbation Based Privacy-Preserving Schemes in Smart Metering Systems. ICCCN (2013)