default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDXuebin Ren
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[j28]Peng Zhao, Shaocong Guo, Yanan Li, Shusen Yang, Xuebin Ren:
FedGen: Personalized federated learning with data generation for enhanced model customization and class imbalance. Future Gener. Comput. Syst. 164: 107595 (2025)- 2024
- [j27]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): 5887-5898 (2024) - [j26]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): 19256-19277 (2024) - [j25]Peng Zhao, Yuanyang Jin, Xuebin Ren, Yanan Li:
A personalized cross-domain recommendation with federated meta learning. Multim. Tools Appl. 83(28): 71435-71450 (2024) - [j24]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): 1243-1256 (2024) - [j23]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: 1-10 (2024) - [j22]Hairong Su, Shibo Wang, Shusen Yang, Tianchi Huang, Xuebin Ren:
Reducing Traffic Wastage in Video Streaming via Bandwidth-Efficient Bitrate Adaptation. IEEE Trans. Mob. Comput. 23(11): 10361-10377 (2024) - [c12]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: 671-680 - [c11]Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li:
VertiMRF: Differentially Private Vertical Federated Data Synthesis. KDD 2024: 4431-4442 - [i19]Xuebin Ren, Shusen Yang, Cong Zhao, Julie A. McCann, Zongben Xu:
Belt and Brace: When Federated Learning Meets Differential Privacy. CoRR abs/2404.18814 (2024) - [i18]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 abs/2406.01355 (2024) - [i17]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 abs/2406.07342 (2024) - [i16]Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li:
VertiMRF: Differentially Private Vertical Federated Data Synthesis. CoRR abs/2406.19008 (2024) - [i15]Fangyuan Zhao, Yuexiang Xie, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li:
Understanding Byzantine Robustness in Federated Learning with A Black-box Server. CoRR abs/2408.06042 (2024) - 2023
- [j21]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): 34-44 (2023) - [j20]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): 8773-8785 (2023) - [j19]Fangyuan Zhao, Xuebin Ren, Shusen Yang, Peng Zhao, Rui Zhang, Xinxin Xu:
Federated multi-objective reinforcement learning. Inf. Sci. 624: 811-832 (2023) - [j18]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): 1212-1226 (2023) - [j17]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): 5346-5356 (2023) - [c10]Yizhe Li, Yu-Lin Tsai, Chia-Mu Yu, Pin-Yu Chen, Xuebin Ren:
Exploring the Benefits of Visual Prompting in Differential Privacy. ICCV 2023: 5135-5144 - [i14]Yizhe Li, Yu-Lin Tsai, Xuebin Ren, Chia-Mu Yu, Pin-Yu Chen:
Exploring the Benefits of Visual Prompting in Differential Privacy. CoRR abs/2303.12247 (2023) - [i13]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 abs/2312.17451 (2023) - 2022
- [j16]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): 159-165 (2022) - [j15]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): 2386-2398 (2022) - [j14]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): 6181-6191 (2022) - [j13]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): 3291-3305 (2022) - [j12]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): 778-792 (2022) - [c9]Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu:
LDP-IDS: Local Differential Privacy for Infinite Data Streams. SIGMOD Conference 2022: 1064-1077 - [i12]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 abs/2203.01214 (2022) - [i11]Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu:
LDP-IDS: Local Differential Privacy for Infinite Data Streams. CoRR abs/2204.00526 (2022) - 2021
- [j11]Yanan Li, Xuebin Ren, Fangyuan Zhao, Shusen Yang:
p-Power Exponential Mechanisms for Differentially Private Machine Learning. IEEE Access 9: 155018-155034 (2021) - [j10]Teng Wang, Jun Zhao, Zhi Hu, Xinyu Yang, Xuebin Ren, Kwok-Yan Lam:
Local Differential Privacy for data collection and analysis. Neurocomputing 426: 114-133 (2021) - [j9]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): 2775-2791 (2021) - [j8]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): 729-749 (2021) - [j7]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: 1290-1305 (2021) - [j6]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): 5898-5908 (2021) - 2020
- [j5]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): 49-55 (2020) - [i10]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 abs/2004.10387 (2020) - [i9]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 abs/2009.14125 (2020) - [i8]Fangyuan Zhao, Xuebin Ren, Shusen Yang, Qing Han, Peng Zhao, Xinyu Yang:
Latent Dirichlet Allocation Model Training with Differential Privacy. CoRR abs/2010.04391 (2020)
2010 – 2019
- 2019
- [j4]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): 2342-2357 (2019) - [c8]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: 1311-1320 - [c7]Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang:
On Privacy Protection of Latent Dirichlet Allocation Model Training. IJCAI 2019: 4860-4866 - [c6]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: 1-8 - [c5]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: 272-284 - [i7]Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang:
On Privacy Protection of Latent Dirichlet Allocation Model Training. CoRR abs/1906.01178 (2019) - [i6]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 abs/1906.01562 (2019) - [i5]Teng Wang, Jun Zhao, Xinyu Yang, Xuebin Ren:
Locally Differentially Private Data Collection and Analysis. CoRR abs/1906.01777 (2019) - [i4]Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang:
Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis. CoRR abs/1906.02606 (2019) - [i3]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 abs/1911.12060 (2019) - [i2]Yanan Li, Shusen Yang, Xuebin Ren, Cong Zhao:
Asynchronous Federated Learning with Differential Privacy for Edge Intelligence. CoRR abs/1912.07902 (2019) - 2018
- [j3]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): 2151-2166 (2018) - 2017
- [c4]Xinyu Yang, Teng Wang, Xuebin Ren, Wei Yu:
Copula-Based Multi-Dimensional Crowdsourced Data Synthesis and Release with Local Privacy. GLOBECOM 2017: 1-6 - 2016
- [j2]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): 2967-2983 (2016) - [c3]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: 226-233 - [i1]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 abs/1612.04350 (2016) - 2015
- [j1]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: 72-88 (2015) - [c2]Xuebin Ren, Xinyu Yang, Jie Lin, Wei Yu:
On binary decomposition based privacy-preserving aggregation schemes in real-time monitoring systems. ICC 2015: 7083-7088 - 2013
- [c1]Xuebin Ren, Xinyu Yang, Jie Lin, Qingyu Yang, Wei Yu:
On Scaling Perturbation Based Privacy-Preserving Schemes in Smart Metering Systems. ICCCN 2013: 1-7
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-08 02:25 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
