Ju Ren
Orcid: 0000-0003-2782-183XAffiliations:
- Tsinghua University, Department of Computer Science and Technology, Beijing, China
- Central South University (CSU), School of Information Science and Engineering, Changsha, China (PhD 2016)
According to our database1,
Ju Ren
authored at least 190 papers
between 2012 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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on github.com
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Bibliography
2024
IEEE Trans. Mob. Comput., May, 2024
Efficient Resource Management and Expansion Scheme for Collaborative Edge-Cloud Computing.
IEEE Trans. Mob. Comput., April, 2024
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2024
Characterizing Internet Card User Portraits for Efficient Churn Prediction Model Design.
IEEE Trans. Mob. Comput., February, 2024
IEEE Trans. Cloud Comput., 2024
RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection.
CoRR, 2024
Orthcatter: High-throughput In-band OFDM Backscatter with Over-the-Air Code Division.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024
2023
FL-AMM: Federated Learning Augmented Map Matching With Heterogeneous Cellular Moving Trajectories.
IEEE J. Sel. Areas Commun., December, 2023
Distributed Pricing and Bandwidth Allocation in Crowdsourced Wireless Community Networks.
IEEE Trans. Mob. Comput., September, 2023
Efficient Revenue-Based MEC Server Deployment and Management in Mobile Edge-Cloud Computing.
IEEE/ACM Trans. Netw., August, 2023
IEEE Trans. Computers, August, 2023
PrivAim: A Dual-Privacy Preserving and Quality-Aware Incentive Mechanism for Federated Learning.
IEEE Trans. Computers, July, 2023
IEEE Trans. Mob. Comput., June, 2023
IEEE Trans. Mob. Comput., April, 2023
TRUCON: Blockchain-Based Trusted Data Sharing With Congestion Control in Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., March, 2023
Towards Privacy-Driven Truthful Incentives for Mobile Crowdsensing Under Untrusted Platform.
IEEE Trans. Mob. Comput., 2023
IEEE Trans. Dependable Secur. Comput., 2023
VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System.
Proc. VLDB Endow., 2023
Characterizing User Association Patterns for Optimizing Small-Cell Edge System Performance.
IEEE Netw., 2023
IEEE Internet Things J., 2023
Mutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer.
CoRR, 2023
Accelerating In-Browser Deep Learning Inference on Diverse Edge Clients through Just-in-Time Kernel Optimizations.
CoRR, 2023
CoRR, 2023
IEEE Commun. Surv. Tutorials, 2023
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023
Proceedings of the IEEE INFOCOM 2023, 2023
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Privacy-Preserving DNN Training with Prefetched Meta-Keys on Heterogeneous Neural Network Accelerators.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains.
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023
2022
IEEE Trans. Veh. Technol., 2022
IEEE Trans. Parallel Distributed Syst., 2022
AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning.
IEEE Trans. Parallel Distributed Syst., 2022
Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation.
IEEE Trans. Parallel Distributed Syst., 2022
Towards Personalized Privacy-Preserving Truth Discovery Over Crowdsourced Data Streams.
IEEE/ACM Trans. Netw., 2022
IEEE Trans. Mob. Comput., 2022
Privacy-Preserving Streaming Truth Discovery in Crowdsourcing With Differential Privacy.
IEEE Trans. Mob. Comput., 2022
Multitype Highway Mobility Analytics for Efficient Learning Model Design: A Case of Station Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2022
Service-Oriented Dynamic Resource Slicing and Optimization for Space-Air-Ground Integrated Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022
GBLinks: GNN-Based Beam Selection and Link Activation for Ultra-Dense D2D mmWave Networks.
IEEE Trans. Commun., 2022
IEEE Trans. Cloud Comput., 2022
IEEE J. Sel. Areas Commun., 2022
Blockchain-Based Trustworthy Energy Dispatching Approach for High Renewable Energy Penetrated Power Systems.
IEEE Internet Things J., 2022
RLSS: A Reinforcement Learning Scheme for HD Map Data Source Selection in Vehicular NDN.
IEEE Internet Things J., 2022
IEEE Internet Things J., 2022
PrivStream: A privacy-preserving inference framework on IoT streaming data at the edge.
Inf. Fusion, 2022
SVoice: Enabling Voice Communication in Silence via Acoustic Sensing on Commodity Devices.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Dynamic Pricing Scheme for Edge Computing Services: A Two-layer Reinforcement Learning Approach.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022
Proceedings of the IEEE INFOCOM 2022, 2022
Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction.
Proceedings of the IEEE INFOCOM 2022, 2022
An Efficient Two-Layer Task Offloading Scheme for MEC System with Multiple Services Providers.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the IEEE INFOCOM 2022, 2022
Kalmia: A Heterogeneous QoS-aware Scheduling Framework for DNN Tasks on Edge Servers.
Proceedings of the IEEE INFOCOM 2022, 2022
CODE: Compact IoT Data Collection with Precise Matrix Sampling and Efficient Inference.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022
ENIGMA: Low-Latency and Privacy-Preserving Edge Inference on Heterogeneous Neural Network Accelerators.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022
FDQM: Four-Dimensional Quantitative Measure for Statistical Heterogeneity in Federated Learning.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022
Mobility-Aware Service Migration for Seamless Provision: A Reinforcement Learning Approach.
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the IEEE International Conference on Communications, 2022
Proceedings of the 18th International Conference on Network and Service Management, 2022
2021
Guest EditorialIntroduction to the Special Section on Vehicular Networks in the Era of 6G: End-Edge-Cloud Orchestrated Intelligence.
IEEE Trans. Veh. Technol., 2021
IEEE Trans. Netw. Serv. Manag., 2021
Garbage In, Garbage Out: Poisoning Attacks Disguised With Plausible Mobility in Data Aggregation.
IEEE Trans. Netw. Sci. Eng., 2021
Blockchain-Enabled Accountability Mechanism Against Information Leakage in Vertical Industry Services.
IEEE Trans. Netw. Sci. Eng., 2021
IEEE Trans. Multim., 2021
IEEE Trans. Mob. Comput., 2021
SocialRecruiter: Dynamic Incentive Mechanism for Mobile Crowdsourcing Worker Recruitment With Social Networks.
IEEE Trans. Mob. Comput., 2021
LeaD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics.
IEEE Trans. Mob. Comput., 2021
IEEE Trans. Mob. Comput., 2021
IEEE Trans. Cloud Comput., 2021
Peer-to-Peer Netw. Appl., 2021
A Survey of Millimeter-Wave Communication: Physical-Layer Technology Specifications and Enabling Transmission Technologies.
Proc. IEEE, 2021
FLAG: Flexible, Accurate, and Long-Time User Load Prediction in Large-Scale WiFi System Using Deep RNN.
IEEE Internet Things J., 2021
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Robust Inertial Motion Tracking through Deep Sensor Fusion across Smart Earbuds and Smartphone.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Joint optimization of computing ratio and access points' density for mixed mobile edge/cloud computing.
EURASIP J. Wirel. Commun. Netw., 2021
CoRR, 2021
Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021
FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021
Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021
2020
IEEE Wirel. Commun., 2020
IEEE Wirel. Commun., 2020
IEEE Wirel. Commun., 2020
IEEE Trans. Veh. Technol., 2020
Joint Channel Allocation and Resource Management for Stochastic Computation Offloading in MEC.
IEEE Trans. Veh. Technol., 2020
Blockchain Empowered Arbitrable Data Auditing Scheme for Network Storage as a Service.
IEEE Trans. Serv. Comput., 2020
IEEE/ACM Trans. Netw., 2020
Near-Optimal and Truthful Online Auction for Computation Offloading in Green Edge-Computing Systems.
IEEE Trans. Mob. Comput., 2020
Guest Editorial: Special Section on End-Edge-Cloud Orchestrated Algorithms, Systems and Applications.
IEEE Trans. Ind. Informatics, 2020
Proc. IEEE, 2020
IEEE J. Sel. Areas Commun., 2020
J. Inf. Sci. Eng., 2020
Privacy-preserving task recommendation with win-win incentives for mobile crowdsourcing.
Inf. Sci., 2020
IEEE Internet Things J., 2020
IEEE Internet Things J., 2020
A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms: Transparent Computing, Mobile Edge Computing, Fog Computing, and Cloudlet.
ACM Comput. Surv., 2020
Concurr. Comput. Pract. Exp., 2020
A trusted feature aggregator federated learning for distributed malicious attack detection.
Comput. Secur., 2020
Editorial of CCF transactions on networking: special issue on intelligence-enabled end-edge-cloud orchestrated computing.
CCF Trans. Netw., 2020
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020
Independent credible: Secure communication architecture of Android devices based on TrustZone.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Wirel. Commun. Lett., 2019
IEEE Wirel. Commun., 2019
IEEE Trans. Wirel. Commun., 2019
IEEE Trans. Veh. Technol., 2019
IEEE Trans. Parallel Distributed Syst., 2019
Enabling Trusted and Privacy-Preserving Healthcare Services in Social Media Health Networks.
IEEE Trans. Multim., 2019
Distributed and Efficient Object Detection via Interactions Among Devices, Edge, and Cloud.
IEEE Trans. Multim., 2019
Flexible and Efficient Authenticated Key Agreement Scheme for BANs Based on Physiological Features.
IEEE Trans. Mob. Comput., 2019
ACM Trans. Intell. Syst. Technol., 2019
A Blockchain-Based Nonrepudiation Network Computing Service Scheme for Industrial IoT.
IEEE Trans. Ind. Informatics, 2019
IEEE Trans. Inf. Forensics Secur., 2019
Joint Channel Access and Sampling Rate Control in Energy Harvesting Cognitive Radio Sensor Networks.
IEEE Trans. Emerg. Top. Comput., 2019
Robust Multigroup Multicast Beamforming Design for Backhaul-Limited Cloud Radio Access Network.
IEEE Signal Process. Lett., 2019
A Trusted Routing Scheme Using Blockchain and Reinforcement Learning for Wireless Sensor Networks.
Sensors, 2019
Mobile Transparent Computing: A Novel User-Centric Approach to Unify Device, Edge, and Cloud.
IEEE Netw., 2019
IEEE J. Sel. Areas Commun., 2019
IEEE Internet Things J., 2019
EdgeSanitizer: Locally Differentially Private Deep Inference at the Edge for Mobile Data Analytics.
IEEE Internet Things J., 2019
Secure Data Aggregation of Lightweight E-Healthcare IoT Devices With Fair Incentives.
IEEE Internet Things J., 2019
IEEE Internet Things J., 2019
An adaptive and configurable protection framework against android privilege escalation threats.
Future Gener. Comput. Syst., 2019
CoRR, 2019
Fog-Enabled Smart Health: Toward Cooperative and Secure Healthcare Service Provision.
IEEE Commun. Mag., 2019
Towards Privacy-preserving Incentive for Mobile Crowdsensing Under An Untrusted Platform.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Demystifying Traffic Statistics for Edge Cache Deployment in Large-Scale WiFi System.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
2018
Wirel. Commun. Mob. Comput., 2018
IEEE Wirel. Commun. Lett., 2018
Synergy of Big Data and 5G Wireless Networks: Opportunities, Approaches, and Challenges.
IEEE Wirel. Commun., 2018
Resource Allocation for Green Cloud Radio Access Networks With Hybrid Energy Supplies.
IEEE Trans. Veh. Technol., 2018
Joint Load Scheduling and Voltage Regulation in the Distribution System With Renewable Generators.
IEEE Trans. Ind. Informatics, 2018
Secur. Commun. Networks, 2018
Peer-to-Peer Netw. Appl., 2018
Distributed and Efficient Object Detection in Edge Computing: Challenges and Solutions.
IEEE Netw., 2018
J. Parallel Distributed Comput., 2018
IEEE Internet Things J., 2018
Resource allocation for hybrid energy powered cloud radio access network with battery leakage.
IET Commun., 2018
CoRR, 2018
Distilling at the Edge: A Local Differential Privacy Obfuscation Framework for IoT Data Analytics.
IEEE Commun. Mag., 2018
RF Energy Harvesting and Transfer in Cognitive Radio Sensor Networks: Opportunities and Challenges.
IEEE Commun. Mag., 2018
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018
A Succinct Provable Data Possession Mechanism for Lightweight Clients in Network Computing.
Proceedings of the 2018 IEEE SmartWorld, 2018
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2018
Joint Selection and Scheduling of Communication Requests in Multi-Channel Wireless Networks under SINR Model.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
Learning-aided Proactive Block Provisioning in Block-stream as a Service for Lightweight devices.
Proceedings of the IEEE International Conference on Communication Systems, 2018
Proceedings of the IEEE International Conference on Communication Systems, 2018
2017
Energy-Harvesting-Aided Spectrum Sensing and Data Transmission in Heterogeneous Cognitive Radio Sensor Network.
IEEE Trans. Veh. Technol., 2017
IEEE Trans. Inf. Forensics Secur., 2017
IEEE Netw., 2017
Comput. Sci. Eng., 2017
IEEE Commun. Mag., 2017
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2017
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017
Lightweight and Privacy-Preserving Fog-Assisted Information Sharing Scheme for Health Big Data.
Proceedings of the 2017 IEEE Global Communications Conference, 2017
2016
IEEE Wirel. Commun., 2016
Dynamic Channel Access to Improve Energy Efficiency in Cognitive Radio Sensor Networks.
IEEE Trans. Wirel. Commun., 2016
Adaptive and Channel-Aware Detection of Selective Forwarding Attacks in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2016
Exploiting Secure and Energy-Efficient Collaborative Spectrum Sensing for Cognitive Radio Sensor Networks.
IEEE Trans. Wirel. Commun., 2016
Lifetime and Energy Hole Evolution Analysis in Data-Gathering Wireless Sensor Networks.
IEEE Trans. Ind. Informatics, 2016
An imbalanced data classification method based on automatic clustering under-sampling.
Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016
Resource Allocation for Green Cloud Radio Access Networks Powered by Renewable Energy.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Indoor Temperature Control of Cost-Effective Smart Buildings via Real-Time Smart Grid Communications.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
Dynamic Channel Access for Energy Efficient Data Gathering in Cognitive Radio Sensor Networks.
CoRR, 2015
Comput. Commun., 2015
IEEE Commun. Mag., 2015
Exploiting mobile crowdsourcing for pervasive cloud services: challenges and solutions.
IEEE Commun. Mag., 2015
2014
KSII Trans. Internet Inf. Syst., 2014
Exploiting channel-aware reputation system against selective forwarding attacks in WSNs.
Proceedings of the IEEE Global Communications Conference, 2014
2013
An Energy-Efficient Cyclic Diversionary Routing Strategy against Global Eavesdroppers in Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2013
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013
2012
Design principles and improvement of cost function based energy aware routing algorithms for wireless sensor networks.
Comput. Networks, 2012
DCFR: A novel Double Cost Function based Routing algorithm for wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2012