DCFR: A novel Double Cost Function based Routing algorithm for wireless sensor networks. - Anfeng Liu; Ju Ren 001; Xu Li 001; Zhigang Chen 001; Xuemin (Sherman) Shen (ICC, 2012)

Design principles and improvement of cost function based energy aware routing algorithms for wireless sensor networks. - Anfeng Liu; Ju Ren 001; Xu Li 001; Zhigang Chen 001; Xuemin Shen (Comput. Networks, 2012)

Analysis on the Scheduling Problem in Transparent Computing. - Ju Ren 001; Yaoxue Zhang; Jianer Chen (HPCC/EUC, 2013)

An Energy-Efficient Cyclic Diversionary Routing Strategy against Global Eavesdroppers in Wireless Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Kang Liu 017 (Int. J. Distributed Sens. Networks, 2013)

Exploiting channel-aware reputation system against selective forwarding attacks in WSNs. - Ju Ren 001; Yaoxue Zhang; Kuan Zhang 001; Xuemin Sherman Shen (GLOBECOM, 2014)

NUND: Non-Uniform Node Distribution in Cluster-based Wireless Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Xiaodong Lin 001 (KSII Trans. Internet Inf. Syst., 2014)

Exploiting mobile crowdsourcing for pervasive cloud services: challenges and solutions. - Ju Ren 001; Yaoxue Zhang; Kuan Zhang 001; Xuemin Shen (IEEE Commun. Mag., 2015)

Security and privacy in mobile crowdsourcing networks: challenges and opportunities. - Kan Yang 001; Kuan Zhang 001; Ju Ren 001; Xuemin Shen (IEEE Commun. Mag., 2015)

SACRM: Social Aware Crowdsourcing with Reputation Management in mobile sensing. - Ju Ren 001; Yaoxue Zhang; Kuan Zhang 001; Xuemin (Sherman) Shen (Comput. Commun., 2015)

Dynamic Channel Access for Energy Efficient Data Gathering in Cognitive Radio Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Ning Zhang 007; Deyu Zhang; Xuemin Shen (CoRR, 2015)

Indoor Temperature Control of Cost-Effective Smart Buildings via Real-Time Smart Grid Communications. - Ruilong Deng; Zhaohui Zhang; Ju Ren 001; Hao Liang 002 (GLOBECOM, 2016)

Resource Allocation for Green Cloud Radio Access Networks Powered by Renewable Energy. - Deyu Zhang; Zhigang Chen 001; Lin X. Cai; Haibo Zhou; Ju Ren 001; Xuemin Shen (GLOBECOM, 2016)

An imbalanced data classification method based on automatic clustering under-sampling. - Xiaoheng Deng; Weijian Zhong; Ju Ren 001; Detian Zeng; Honggang Zhang 003 (IPCCC, 2016)

Lifetime and Energy Hole Evolution Analysis in Data-Gathering Wireless Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Kuan Zhang 001; Anfeng Liu; Jianer Chen; Xuemin Sherman Shen (IEEE Trans. Ind. Informatics, 2016)

Exploiting Secure and Energy-Efficient Collaborative Spectrum Sensing for Cognitive Radio Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Qiang Ye 002; Kan Yang 001; Kuan Zhang 001; Xuemin Sherman Shen (IEEE Trans. Wirel. Commun., 2016)

Adaptive and Channel-Aware Detection of Selective Forwarding Attacks in Wireless Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Kuan Zhang 001; Xuemin Shen (IEEE Trans. Wirel. Commun., 2016)

Dynamic Channel Access to Improve Energy Efficiency in Cognitive Radio Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Ning Zhang 007; Deyu Zhang; Xuemin Shen (IEEE Trans. Wirel. Commun., 2016)

Beyond Coexistence: Traffic Steering in LTE Networks with Unlicensed Bands. - Ning Zhang 007; Shan Zhang 001; Shaohua Wu; Ju Ren 001; Jon W. Mark; Xuemin Shen (IEEE Wirel. Commun., 2016)

Lightweight and Privacy-Preserving Fog-Assisted Information Sharing Scheme for Health Big Data. - Wenjuan Tang; Kuan Zhang 001; Ju Ren 001; Yaoxue Zhang; Xuemin Shen (GLOBECOM, 2017)

An Adaptive Android Security Extension against Privilege Escalation Attacks. - Yang Xu 013; Guojun Wang 001; Ju Ren 001; Yaoxue Zhang (ISPA/IUCC, 2017)

FABAC: A Flexible Fuzzy Attribute-Based Access Control Mechanism. - Yang Xu 013; Wuqiang Gao; Quanrun Zeng; Guojun Wang 001; Ju Ren 001; Yaoxue Zhang (SpaCCS, 2017)

Security and Privacy in Smart City Applications: Challenges and Solutions. - Kuan Zhang 001; Jianbing Ni; Kan Yang 001; Xiaohui Liang 002; Ju Ren 001; Xuemin Sherman Shen (IEEE Commun. Mag., 2017)

Transparent Computing: A Promising Network Computing Paradigm. - Yaoxue Zhang; Kehua Guo; Ju Ren 001; Yuezhi Zhou; Jianxin Wang 001; Jianer Chen (Comput. Sci. Eng., 2017)

Serving at the Edge: A Scalable IoT Architecture Based on Transparent Computing. - Ju Ren 001; Hui Guo; Chugui Xu; Yaoxue Zhang (IEEE Netw., 2017)

DPPro: Differentially Private High-Dimensional Data Release via Random Projection. - Chugui Xu; Ju Ren 001; Yaoxue Zhang; Zhan Qin; Kui Ren 001 (IEEE Trans. Inf. Forensics Secur., 2017)

Energy-Harvesting-Aided Spectrum Sensing and Data Transmission in Heterogeneous Cognitive Radio Sensor Network. - Deyu Zhang; Zhigang Chen 001; Ju Ren 001; Ning Zhang 007; Mohamad Khattar Awad; Haibo Zhou; Xuemin Sherman Shen (IEEE Trans. Veh. Technol., 2017)

Stochastic Resource Management for Mobile Edge Computing in 5G Networks. - Ying Qiao; Deyu Zhang; Ju Ren 001; Yaoxue Zhang (ICCS, 2018)

Learning-aided Proactive Block Provisioning in Block-stream as a Service for Lightweight devices. - Ruyin Shen; Ju Ren 001; Deyu Zhang; Yaoxue Zhang (ICCS, 2018)

Joint Selection and Scheduling of Communication Requests in Multi-Channel Wireless Networks under SINR Model. - Peng-Jun Wan; Huaqiang Yuan; Jiliang Wang; Ju Ren 001; Yaoxue Zhang (INFOCOM, 2018)

A Privacy-Preserving Attribute-Based Access Control Scheme. - Yang Xu 013; Quanrun Zeng; Guojun Wang 001; Cheng Zhang 035; Ju Ren 001; Yaoxue Zhang (SpaCCS, 2018)

A Succinct Provable Data Possession Mechanism for Lightweight Clients in Network Computing. - Yang Xu 013; Quanrun Zeng; Guojun Wang 001; Hao Min; Ju Ren 001; Yaoxue Zhang (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2018)

Positioning Algorithm and AoD Estimation for mmWave FD-MISO System. - Weicong Chen; Shiwen He; Qinzhen Xu; Ju Ren 001; Yongming Huang 001; Luxi Yang (WCSP, 2018)

Cache-Enabled Hierarchical Transmission Scheme for Fog Radio Access Networks. - Shiwen He; Wei Huang 010; Jiaheng Wang 001; Ju Ren 001; Yongming Huang 001; Yaoxue Zhang (WCSP, 2018)

RF Energy Harvesting and Transfer in Cognitive Radio Sensor Networks: Opportunities and Challenges. - Ju Ren 001; Junying Hu; Deyu Zhang; Hui Guo; Yaoxue Zhang; Xuemin (Sherman) Shen (IEEE Commun. Mag., 2018)

Distilling at the Edge: A Local Differential Privacy Obfuscation Framework for IoT Data Analytics. - Chugui Xu; Ju Ren 001; Deyu Zhang; Yaoxue Zhang (IEEE Commun. Mag., 2018)

An Incentive-Aware Job Offloading Control Framework for Mobile Edge Computing. - Lingxiang Li; Tony Q. S. Quek; Ju Ren 001; Howard H. Yang; Zhi Chen 002; Yaoxue Zhang (CoRR, 2018)

Resource allocation for hybrid energy powered cloud radio access network with battery leakage. - Sijing Duan; Deyu Zhang; Ju Ren 001; Yaoxue Zhang (IET Commun., 2018)

BOAT: A Block-Streaming App Execution Scheme for Lightweight IoT Devices. - Xuhong Peng; Ju Ren 001; Liang She; Deyu Zhang; Jie Li 058; Yaoxue Zhang (IEEE Internet Things J., 2018)

A scalable and manageable IoT architecture based on transparent computing. - Hui Guo; Ju Ren 001; Deyu Zhang; Yaoxue Zhang; Junying Hu (J. Parallel Distributed Comput., 2018)

Distributed and Efficient Object Detection in Edge Computing: Challenges and Solutions. - Ju Ren 001; Yun-Di Guo; Deyu Zhang; Qingqing Liu; Yaoxue Zhang (IEEE Netw., 2018)

Edge Computing for the Internet of Things. - Ju Ren 001; Yi Pan 001; Andrzej Goscinski; Raheem A. Beyah (IEEE Netw., 2018)

Guest editorial: special issue on transparent computing. - Jiannong Cao 001; Jingde Cheng; Jianhua Ma 002; Ju Ren 001 (Peer-to-Peer Netw. Appl., 2018)

A Feasible Fuzzy-Extended Attribute-Based Access Control Technique. - Yang Xu 013; Wuqiang Gao; Quanrun Zeng; Guojun Wang 001; Ju Ren 001; Yaoxue Zhang (Secur. Commun. Networks, 2018)

Joint Load Scheduling and Voltage Regulation in the Distribution System With Renewable Generators. - Ju Ren 001; Junying Hu; Ruilong Deng; Deyu Zhang; Yaoxue Zhang; Xuemin Sherman Shen (IEEE Trans. Ind. Informatics, 2018)

Resource Allocation for Green Cloud Radio Access Networks With Hybrid Energy Supplies. - Deyu Zhang; Zhigang Chen 001; Lin X. Cai; Haibo Zhou; Sijing Duan; Ju Ren 001; Xuemin Shen; Yaoxue Zhang (IEEE Trans. Veh. Technol., 2018)

Synergy of Big Data and 5G Wireless Networks: Opportunities, Approaches, and Challenges. - Ning Zhang 007; Peng Yang 004; Ju Ren 001; Dajiang Chen; Li Yu 003; Xuemin Shen (IEEE Wirel. Commun., 2018)

Delay-Optimal Proactive Service Framework for Block-Stream as a Service. - Deyu Zhang; Ruyin Shen; Ju Ren 001; Yaoxue Zhang (IEEE Wirel. Commun. Lett., 2018)

Towards Secure Network Computing Services for Lightweight Clients Using Blockchain. - Yang Xu 013; Guojun Wang 001; Jidian Yang; Ju Ren 001; Yaoxue Zhang; Cheng Zhang 035 (Wirel. Commun. Mob. Comput., 2018)

PrivStream: Enabling Privacy-Preserving Inferences on IoT Data Stream at the Edge. - Dan Wang; Ju Ren 001; Chugui Xu; Juncheng Liu; Zhibo Wang 001; Yaoxue Zhang; Xuemin Shen (HPCC/SmartCity/DSS, 2019)

Big Data Analytics for User Association Characterization in Large-Scale WiFi System. - Feng Lyu 001; Ju Ren 001; Nan Cheng; Peng Yang 004; Minglu Li 001; Yaoxue Zhang; Xuemin Sherman Shen (ICC, 2019)

Cutting Down Idle Listening Time: A NDN-Enabled Power Saving Mode Design for WLAN. - Fan Wu 014; Wang Yang 002; Ju Ren 001; Feng Lyu 001; Peng Yang 004; Yaoxue Zhang; Xuemin Sherman Shen (ICC, 2019)

Optimal Design of Multiple Panel Arrays in LoS MIMO System. - Ye Zhang; Shiwen He; Yongming Huang 001; Ju Ren 001; Deyu Zhang; Luxi Yang (ICC, 2019)

Demystifying Traffic Statistics for Edge Cache Deployment in Large-Scale WiFi System. - Feng Lyu 001; Ju Ren 001; Nan Cheng; Peng Yang 004; Minglu Li 001; Yaoxue Zhang; Xuemin Shen (ICDCS, 2019)

Towards Privacy-preserving Incentive for Mobile Crowdsensing Under An Untrusted Platform. - Zhibo Wang 001; Jingxin Li; Jiahui Hu; Ju Ren 001; Zhetao Li; Yanjun Li 004 (INFOCOM, 2019)

Fog-Enabled Smart Health: Toward Cooperative and Secure Healthcare Service Provision. - Wenjuan Tang; Kuan Zhang 001; Deyu Zhang; Ju Ren 001; Yaoxue Zhang; Xuemin Sherman Shen (IEEE Commun. Mag., 2019)

Learning-Based Priority Pricing for Job Offloading in Mobile Edge Computing. - Lingxiang Li; Marie Siew; Tony Q. S. Quek; Ju Ren 001; Zhi Chen 002; Yaoxue Zhang (CoRR, 2019)

An adaptive and configurable protection framework against android privilege escalation threats. - Yang Xu 013; Guojun Wang 001; Ju Ren 001; Yaoxue Zhang (Future Gener. Comput. Syst., 2019)

Interference Cooperation via Distributed Game in 5G Networks. - Shu Fu; Zhou Su; Yunjian Jia; Haibo Zhou; Yi Jin 003; Ju Ren 001; Bin Wu 002; Kazi Mohammed Saidul Huq (IEEE Internet Things J., 2019)

Secure Data Aggregation of Lightweight E-Healthcare IoT Devices With Fair Incentives. - Wenjuan Tang; Ju Ren 001; Kun Deng; Yaoxue Zhang (IEEE Internet Things J., 2019)

EdgeSanitizer: Locally Differentially Private Deep Inference at the Edge for Mobile Data Analytics. - Chugui Xu; Ju Ren 001; Liang She; Yaoxue Zhang; Zhan Qin; Kui Ren 001 (IEEE Internet Things J., 2019)

Two Time-Scale Resource Management for Green Internet of Things Networks. - Deyu Zhang; Ying Qiao; Liang She; Ruyin Shen; Ju Ren 001; Yaoxue Zhang (IEEE Internet Things J., 2019)

Cloud-Edge Coordinated Processing: Low-Latency Multicasting Transmission. - Shiwen He; Ju Ren 001; Jiaheng Wang 001; Yongming Huang 001; Yaoxue Zhang; Weihua Zhuang; Xuemin (Sherman) Shen (IEEE J. Sel. Areas Commun., 2019)

Mobile Transparent Computing: A Novel User-Centric Approach to Unify Device, Edge, and Cloud. - Yuezhi Zhou; Bowen Yang; Chao Wu 002; Ju Ren 001; Yaoxue Zhang (IEEE Netw., 2019)

A Trusted Routing Scheme Using Blockchain and Reinforcement Learning for Wireless Sensor Networks. - Jidian Yang; Shiwen He; Yang Xu 013; Linweiya Chen; Ju Ren 001 (Sensors, 2019)

Robust Multigroup Multicast Beamforming Design for Backhaul-Limited Cloud Radio Access Network. - Yiyun Chen; Shiwen He; Yongming Huang 001; Ju Ren 001; Luxi Yang (IEEE Signal Process. Lett., 2019)

Joint Channel Access and Sampling Rate Control in Energy Harvesting Cognitive Radio Sensor Networks. - Ju Ren 001; Yaoxue Zhang; Ruilong Deng; Ning Zhang 007; Deyu Zhang; Xuemin Sherman Shen (IEEE Trans. Emerg. Top. Comput., 2019)

GANobfuscator: Mitigating Information Leakage Under GAN via Differential Privacy. - Chugui Xu; Ju Ren 001; Deyu Zhang; Yaoxue Zhang; Zhan Qin; Kui Ren 001 (IEEE Trans. Inf. Forensics Secur., 2019)

A Blockchain-Based Nonrepudiation Network Computing Service Scheme for Industrial IoT. - Yang Xu 013; Ju Ren 001; Guojun Wang 001; Cheng Zhang 035; Jidian Yang; Yaoxue Zhang (IEEE Trans. Ind. Informatics, 2019)

Efficient and Privacy-preserving Fog-assisted Health Data Sharing Scheme. - Wenjuan Tang; Ju Ren 001; Kuan Zhang 001; Deyu Zhang; Yaoxue Zhang; Xuemin (Sherman) Shen (ACM Trans. Intell. Syst. Technol., 2019)

Flexible and Efficient Authenticated Key Agreement Scheme for BANs Based on Physiological Features. - Wenjuan Tang; Kuan Zhang 001; Ju Ren 001; Yaoxue Zhang; Xuemin Shen (IEEE Trans. Mob. Comput., 2019)

Distributed and Efficient Object Detection via Interactions Among Devices, Edge, and Cloud. - Yun-Di Guo; Beiji Zou 001; Ju Ren 001; Qingqing Liu; Deyu Zhang; Yaoxue Zhang (IEEE Trans. Multim., 2019)

Enabling Trusted and Privacy-Preserving Healthcare Services in Social Media Health Networks. - Wenjuan Tang; Ju Ren 001; Yaoxue Zhang (IEEE Trans. Multim., 2019)

T-Gaming: A Cost-Efficient Cloud Gaming System at Scale. - Hao Chen 036; Xu Zhang 006; Yiling Xu; Ju Ren 001; Jingtao Fan; Zhan Ma; Wenjun Zhang 001 (IEEE Trans. Parallel Distributed Syst., 2019)

Joint Channel Assignment and Stochastic Energy Management for RF-Powered OFDMA WSNs. - Ju Ren 001; Sheng Yue; Deyu Zhang; Yaoxue Zhang; Jiannong Cao 001 (IEEE Trans. Veh. Technol., 2019)

Hybrid Precoder Design for Cache-Enabled Millimeter-Wave Radio Access Networks. - Shiwen He; Yongpeng Wu 001; Ju Ren 001; Yongming Huang 001; Robert Schober; Yaoxue Zhang (IEEE Trans. Wirel. Commun., 2019)

Fine-Grained TDMA MAC Design toward Ultra-Reliable Broadcast for Autonomous Driving. - Feng Lyu 001; Ju Ren 001; Peng Yang 004; Nan Cheng; Wenjuan Tang; Yaoxue Zhang; Xuemin Sherman Shen (IEEE Wirel. Commun., 2019)

Decentralized Precoding for Cache-Enabled Ultra-Dense Radio Access Networks. - Shiwen He; Yiyun Chen; Ju Ren 001; Yongming Huang 001; Luxi Yang; Yaoxue Zhang (IEEE Wirel. Commun. Lett., 2019)

Attention-over-Attention Field-Aware Factorization Machine. - Zhibo Wang 001; Jinxin Ma; Yongquan Zhang; Qian Wang 002; Ju Ren 001; Peng Sun 003 (AAAI, 2020)

SoSA: Socializing Static APs for Edge Resource Pooling in Large-Scale WiFi System. - Feng Lyu 001; Ju Ren 001; Peng Yang 004; Nan Cheng; Yaoxue Zhang; Xuemin Sherman Shen (INFOCOM, 2020)

Towards Pattern-aware Privacy-preserving Real-time Data Collection. - Zhibo Wang 001; Wenxin Liu; Xiaoyi Pang; Ju Ren 001; Zhe Liu 001; Yongle Chen (INFOCOM, 2020)

Adaptive Video Streaming Using Dynamic NDN Multicast in WLAN. - Fan Wu 014; Wang Yang 002; Ju Ren 001; Feng Lyu 001; Xiaojie Ding; Yaoxue Zhang (INFOCOM Workshops, 2020)

Independent credible: Secure communication architecture of Android devices based on TrustZone. - Yichuan Wang 003; Wen Gao 014; Xinhong Hei 001; Irenee Mungwarama; Ju Ren 001 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2020)

MobiPose: real-time multi-person pose estimation on mobile devices. - Jinrui Zhang; Deyu Zhang; Xiaohui Xu; Fucheng Jia; Yunxin Liu 001; Xuanzhe Liu; Ju Ren 001; Yaoxue Zhang (SenSys, 2020)

Dynamic Spectrum Slicing and Optimization in SAG Integrated Vehicular Networks. - Feng Lyu 001; Peng Yang 004; Huaqing Wu; Conghao Zhou; Ju Ren 001; Yaoxue Zhang; Xuemin Sherman Shen (VTC Fall, 2020)

Editorial of CCF transactions on networking: special issue on intelligence-enabled end-edge-cloud orchestrated computing. - Ju Ren 001; Hongbo Jiang 001; Xuemin Shen; John C. S. Lui; Arun K. Lyengar (CCF Trans. Netw., 2020)

A trusted feature aggregator federated learning for distributed malicious attack detection. - Xinhong Hei 001; Xinyue Yin; Yichuan Wang 003; Ju Ren 001; Lei Zhu 011 (Comput. Secur., 2020)

An efficient privacy-enhanced attribute-based access control mechanism. - Yang Xu 013; Quanrun Zeng; Guojun Wang 001; Cheng Zhang 035; Ju Ren 001; Yaoxue Zhang (Concurr. Comput. Pract. Exp., 2020)

A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms: Transparent Computing, Mobile Edge Computing, Fog Computing, and Cloudlet. - Ju Ren 001; Deyu Zhang; Shiwen He; Yaoxue Zhang; Tao Li 006 (ACM Comput. Surv., 2020)

Drive2friends: Inferring Social Relationships From Individual Vehicle Mobility Data. - Jie Li 058; Fanzi Zeng; Zhu Xiao; Hongbo Jiang 001; Zhirun Zheng; Wenping Liu 001; Ju Ren 001 (IEEE Internet Things J., 2020)

TrajData: On Vehicle Trajectory Collection With Commodity Plug-and-Play OBU Devices. - Zhu Xiao; Fancheng Li; Ronghui Wu; Hongbo Jiang 001; Yupeng Hu; Ju Ren 001; Chenglin Cai; Arun Iyengar (IEEE Internet Things J., 2020)

Privacy-preserving task recommendation with win-win incentives for mobile crowdsourcing. - Wenjuan Tang; Kuan Zhang 001; Ju Ren 001; Yaoxue Zhang; Xuemin (Sherman) Shen (Inf. Sci., 2020)

Classification and Recognition of Unknown Network Protocol Characteristics. - Yichuan Wang 003; Binbin Bai; Xinhong Hei 001; Ju Ren 001; Wenjiang Ji (J. Inf. Sci. Eng., 2020)

Analyzing User-Level Privacy Attack Against Federated Learning. - Mengkai Song; Zhibo Wang 001; Zhifei Zhang; Yang Song 013; Qian Wang 002; Ju Ren 001; Hairong Qi 001 (IEEE J. Sel. Areas Commun., 2020)

SDN/NFV-Empowered Future IoV With Enhanced Communication, Computing, and Caching. - Weihua Zhuang; Qiang Ye 002; Feng Lyu 001; Nan Cheng; Ju Ren 001 (Proc. IEEE, 2020)

Guest Editorial: Special Section on End-Edge-Cloud Orchestrated Algorithms, Systems and Applications. - Hongbo Jiang 001; Ju Ren 001; John C. S. Lui; Schahram Dustdar (IEEE Trans. Ind. Informatics, 2020)

Near-Optimal and Truthful Online Auction for Computation Offloading in Green Edge-Computing Systems. - Deyu Zhang; Long Tan; Ju Ren 001; Mohamad Khattar Awad; Shan Zhang 001; Yaoxue Zhang; Peng-Jun Wan (IEEE Trans. Mob. Comput., 2020)

Efficient Computing Resource Sharing for Mobile Edge-Cloud Computing Networks. - Yongmin Zhang; Xiaolong Lan; Ju Ren 001; Lin Cai 001 (IEEE/ACM Trans. Netw., 2020)

Blockchain Empowered Arbitrable Data Auditing Scheme for Network Storage as a Service. - Yang Xu 013; Ju Ren 001; Yan Zhang 002; Cheng Zhang 035; Bo Shen 002; Yaoxue Zhang (IEEE Trans. Serv. Comput., 2020)

Joint Channel Allocation and Resource Management for Stochastic Computation Offloading in MEC. - Ju Ren 001; Kadir Md Mahfujul; Feng Lyu 001; Sheng Yue; Yaoxue Zhang (IEEE Trans. Veh. Technol., 2020)

Named Data Networking Enabled Power Saving Mode Design for WLAN. - Fan Wu 014; Wang Yang 002; Ju Ren 001; Feng Lyu 001; Peng Yang 004; Yaoxue Zhang; Xuemin Shen (IEEE Trans. Veh. Technol., 2020)

Intelligent Task Offloading in Vehicular Edge Computing Networks. - Hongzhi Guo; Jiajia Liu 001; Ju Ren 001; Yanning Zhang 001 (IEEE Wirel. Commun., 2020)

Cache-Enabled Coordinated Mobile Edge Network: Opportunities and Challenges. - Shiwen He; Wei Huang 010; Jiaheng Wang 001; Ju Ren 001; Yongming Huang 001; Yaoxue Zhang (IEEE Wirel. Commun., 2020)

Guest Editorial: Service-Oriented Space-Air-Ground Integrated Networks. - Ju Ren 001; Ning Zhang 007; Yue Gao 001; Ye Wang 002; Muhammad Ismail 001; James Kimery (IEEE Wirel. Commun., 2020)

The Invisible Shadow: How Security Cameras Leak Private Activities. - Jian Gong; Xinyu Zhang 003; Ju Ren 001; Yaoxue Zhang (CCS, 2021)

SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning. - Yongheng Deng; Feng Lyu 001; Ju Ren 001; Yongmin Zhang; Yuezhi Zhou; Yaoxue Zhang; Yuanyuan Yang 001 (ICDCS, 2021)

FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation. - Yongheng Deng; Feng Lyu 001; Ju Ren 001; Yi-Chao Chen 001; Peng Yang 004; Yuezhi Zhou; Yaoxue Zhang (INFOCOM, 2021)

Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. - Sheng Yue; Ju Ren 001; Jiang Xin; Sen Lin 001; Junshan Zhang (MobiHoc, 2021)

TODG: Distributed Task Offloading with Delay Guarantees for Edge Computing. - Sheng Yue; Ju Ren 001; Nan Qiao 008; Yongmin Zhang; Hongbo Jiang 001; Yaoxue Zhang (CoRR, 2021)

Joint optimization of computing ratio and access points' density for mixed mobile edge/cloud computing. - Tianqi Jing; Shiwen He; Fei Yu 003; Yongming Huang 001; Luxi Yang; Ju Ren 001 (EURASIP J. Wirel. Commun. Netw., 2021)

Robust Inertial Motion Tracking through Deep Sensor Fusion across Smart Earbuds and Smartphone. - Jian Gong; Xinyu Zhang 003; Yuanjun Huang; Ju Ren 001; Yaoxue Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

RF Vital Sign Sensing under Free Body Movement. - Jian Gong; Xinyu Zhang 003; Kaixin Lin; Ju Ren 001; Yaoxue Zhang; Wenxun Qiu (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

FLAG: Flexible, Accurate, and Long-Time User Load Prediction in Large-Scale WiFi System Using Deep RNN. - Wenxiong Chen; Feng Lyu 001; Fan Wu 014; Peng Yang 004; Ju Ren 001 (IEEE Internet Things J., 2021)

A Survey of Millimeter-Wave Communication: Physical-Layer Technology Specifications and Enabling Transmission Technologies. - Shiwen He; Yan Zhang 073; Jiaheng Wang 001; Jian Zhang 048; Ju Ren 001; Yaoxue Zhang; Weihua Zhuang; Xuemin Shen (Proc. IEEE, 2021)

DeepNav: A scalable and plug-and-play indoor navigation system based on visual CNN. - Jian Gong; Ju Ren 001; Yaoxue Zhang (Peer-to-Peer Netw. Appl., 2021)

Online Multi-Workflow Scheduling under Uncertain Task Execution Time in IaaS Clouds. - Jiagang Liu; Ju Ren 001; Wei Dai; Deyu Zhang; Pude Zhou; Yaoxue Zhang; Geyong Min; Noushin Najjari (IEEE Trans. Cloud Comput., 2021)

An Incentive-Aware Job Offloading Control Framework for Multi-Access Edge Computing. - Lingxiang Li; Tony Q. S. Quek; Ju Ren 001; Howard H. Yang; Zhi Chen 002; Yaoxue Zhang (IEEE Trans. Mob. Comput., 2021)

LeaD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics. - Feng Lyu 001; Ju Ren 001; Nan Cheng; Peng Yang 004; Minglu Li 001; Yaoxue Zhang; Xuemin Sherman Shen (IEEE Trans. Mob. Comput., 2021)

SocialRecruiter: Dynamic Incentive Mechanism for Mobile Crowdsourcing Worker Recruitment With Social Networks. - Zhibo Wang 001; Yuting Huang 005; Xinkai Wang 006; Ju Ren 001; Qian Wang 002; Libing Wu (IEEE Trans. Mob. Comput., 2021)

Towards Personalized Task-Oriented Worker Recruitment in Mobile Crowdsensing. - Zhibo Wang 001; Jing Zhao 011; Jiahui Hu; Tianqing Zhu; Qian Wang 002; Ju Ren 001; Chao Li 027 (IEEE Trans. Mob. Comput., 2021)

NDN-MMRA: Multi-Stage Multicast Rate Adaptation in Named Data Networking WLAN. - Fan Wu 014; Wang Yang 002; Ju Ren 001; Feng Lyu 001; Peng Yang 004; Yaoxue Zhang; Xuemin Shen (IEEE Trans. Multim., 2021)

Blockchain-Enabled Accountability Mechanism Against Information Leakage in Vertical Industry Services. - Yang Xu 013; Cheng Zhang 035; Quanrun Zeng; Guojun Wang 001; Ju Ren 001; Yaoxue Zhang (IEEE Trans. Netw. Sci. Eng., 2021)

Garbage In, Garbage Out: Poisoning Attacks Disguised With Plausible Mobility in Data Aggregation. - Ping Zhao 001; Hongbo Jiang 001; Jie Li 058; Zhu Xiao; Daibo Liu; Ju Ren 001; Deke Guo (IEEE Trans. Netw. Sci. Eng., 2021)

Multi-Path Selection and Congestion Control for NDN: An Online Learning Approach. - Fan Wu 014; Wang Yang 002; Muhua Sun; Ju Ren 001; Feng Lyu 001 (IEEE Trans. Netw. Serv. Manag., 2021)

Guest EditorialIntroduction to the Special Section on Vehicular Networks in the Era of 6G: End-Edge-Cloud Orchestrated Intelligence. - Yaoxue Zhang; Yongmin Zhang; Ju Ren 001; Jelena V. Misic; Antonia M. Tulino (IEEE Trans. Veh. Technol., 2021)

HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization. - Tengxi Xia; Yongheng Deng; Sheng Yue; Junyi He; Ju Ren 001; Yaoxue Zhang (CNSM, 2022)

Privacy-Preserving DNN Model Authorization against Model Theft and Feature Leakage. - Qiushi Li; Ju Ren 001; Yuezhi Zhou; Yaoxue Zhang (ICC, 2022)

Mobility-Aware Service Migration for Seamless Provision: A Reinforcement Learning Approach. - Yuan Miao; Feng Lyu 001; Fan Wu 014; Huaqing Wu; Ju Ren 001; Yaoxue Zhang; Xuemin Sherman Shen (ICC, 2022)

FDQM: Four-Dimensional Quantitative Measure for Statistical Heterogeneity in Federated Learning. - Yundi Guo; Qianyuan Tang 002; Yichuan Wang 003; Ju Ren 001 (ICCC, 2022)

ENIGMA: Low-Latency and Privacy-Preserving Edge Inference on Heterogeneous Neural Network Accelerators. - Qiushi Li; Ju Ren 001; Xinglin Pan; Yuezhi Zhou; Yaoxue Zhang (ICDCS, 2022)

CODE: Compact IoT Data Collection with Precise Matrix Sampling and Efficient Inference. - Huali Lu; Feng Lyu 001; Ju Ren 001; Jiadi Yu; Fan Wu 014; Yaoxue Zhang; Xuemin Sherman Shen (ICDCS, 2022)

Kalmia: A Heterogeneous QoS-aware Scheduling Framework for DNN Tasks on Edge Servers. - Ziyan Fu; Ju Ren 001; Deyu Zhang; Yuezhi Zhou; Yaoxue Zhang (INFOCOM, 2022)

Towards Online Privacy-preserving Computation Offloading in Mobile Edge Computing. - Xiaoyi Pang; Zhibo Wang 001; Jingxin Li; Ruiting Zhou; Ju Ren 001; Zhetao Li (INFOCOM, 2022)

An Efficient Two-Layer Task Offloading Scheme for MEC System with Multiple Services Providers. - Ju Ren 001; Jiani Liu 005; Yongmin Zhang; Zhaohui Li; Feng Lyu 001; Zhibo Wang 001; Yaoxue Zhang (INFOCOM, 2022)

Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction. - Fan Wu 014; Ju Ren 001; Feng Lyu 001; Peng Yang 004; Yongmin Zhang; Deyu Zhang; Yaoxue Zhang (INFOCOM, 2022)

Target-oriented Semi-supervised Domain Adaptation for WiFi-based HAR. - Zhipeng Zhou; Feng Wang 001; Jihong Yu; Ju Ren 001; Zhi Wang 001; Wei Gong 001 (INFOCOM, 2022)

Dynamic Pricing Scheme for Edge Computing Services: A Two-layer Reinforcement Learning Approach. - Feng Lyu 001; Xinyao Cai; Fan Wu 014; Huali Lu; Sijing Duan; Ju Ren 001 (IWQoS, 2022)

FastPR: One-stage Semantic Person Retrieval via Self-supervised Learning. - Meng Sun; Ju Ren 001; Xin Wang 019; Wenwu Zhu 001; Yaoxue Zhang (ACM Multimedia, 2022)

MobiDepth: real-time depth estimation using on-device dual cameras. - Jinrui Zhang; Huan Yang; Ju Ren 001; Deyu Zhang; Bangwen He; Ting Cao; Yuanchun Li; Yaoxue Zhang; Yunxin Liu 001 (MobiCom, 2022)

CoDL: efficient CPU-GPU co-execution for deep learning inference on mobile devices. - Fucheng Jia; Deyu Zhang; Ting Cao; Shiqi Jiang; Yunxin Liu 001; Ju Ren 001; Yaoxue Zhang (MobiSys, 2022)

TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity. - Yongheng Deng; Weining Chen; Ju Ren 001; Feng Lyu 001; Yang Liu 165; Yunxin Liu 001; Yaoxue Zhang (SenSys, 2022)

Hyperion: A Generic and Distributed Mobile Offloading Framework on OpenCL. - Ziyan Fu; Ju Ren 001; Yunxin Liu 001; Ting Cao; Deyu Zhang; Yuezhi Zhou; Yaoxue Zhang (SenSys, 2022)

SVoice: Enabling Voice Communication in Silence via Acoustic Sensing on Commodity Devices. - Yongjian Fu; Shuning Wang; Linghui Zhong; Lili Chen; Ju Ren 001; Yaoxue Zhang (SenSys, 2022)

PrivStream: A privacy-preserving inference framework on IoT streaming data at the edge. - Dan Wang; Ju Ren 001; Zhibo Wang 001; Yaoxue Zhang; Xuemin (Sherman) Shen (Inf. Fusion, 2022)

Online Market Mechanism for Mobile Data Rate Trading With Temporal Constraints. - Junyi He; Di Zhang 010; Ju Ren 001; Yuezhi Zhou; Yaoxue Zhang (IEEE Internet Things J., 2022)

RLSS: A Reinforcement Learning Scheme for HD Map Data Source Selection in Vehicular NDN. - Fan Wu 014; Wang Yang 002; Jialun Lu; Feng Lyu 001; Ju Ren 001; Yaoxue Zhang (IEEE Internet Things J., 2022)

Blockchain-Based Trustworthy Energy Dispatching Approach for High Renewable Energy Penetrated Power Systems. - Yang Xu 013; Ziming Liu; Cheng Zhang 035; Ju Ren 001; Yaoxue Zhang; Xuemin Shen (IEEE Internet Things J., 2022)

Efficient Federated Meta-Learning Over Multi-Access Wireless Networks. - Sheng Yue; Ju Ren 001; Jiang Xin; Deyu Zhang; Yaoxue Zhang; Weihua Zhuang (IEEE J. Sel. Areas Commun., 2022)

A Blockchain-Based Multi-Cloud Storage Data Auditing Scheme to Locate Faults. - Cheng Zhang 035; Yang Xu 013; Yupeng Hu; Jiajing Wu; Ju Ren 001; Yaoxue Zhang (IEEE Trans. Cloud Comput., 2022)

GBLinks: GNN-Based Beam Selection and Link Activation for Ultra-Dense D2D mmWave Networks. - Shiwen He; Shaowen Xiong; Wei Zhang 001; Yiting Yang; Ju Ren 001; Yongming Huang 001 (IEEE Trans. Commun., 2022)

Service-Oriented Dynamic Resource Slicing and Optimization for Space-Air-Ground Integrated Vehicular Networks. - Feng Lyu 001; Peng Yang 004; Huaqing Wu; Conghao Zhou; Ju Ren 001; Yaoxue Zhang; Xuemin Shen (IEEE Trans. Intell. Transp. Syst., 2022)

Multitype Highway Mobility Analytics for Efficient Learning Model Design: A Case of Station Traffic Prediction. - Sijing Duan; Feng Lyu 001; Ju Ren 001; Yifeng Wang; Peng Yang 004; Desheng Zhang; Yaoxue Zhang (IEEE Trans. Intell. Transp. Syst., 2022)

Privacy-Preserving Streaming Truth Discovery in Crowdsourcing With Differential Privacy. - Dan Wang; Ju Ren 001; Zhibo Wang 001; Xiaoyi Pang; Yaoxue Zhang; Xuemin Shen (IEEE Trans. Mob. Comput., 2022)

Hear Sign Language: A Real-Time End-to-End Sign Language Recognition System. - Zhibo Wang 001; Tengda Zhao; Jinxin Ma; Hongkai Chen; Kaixin Liu; Huajie Shao; Qian Wang 002; Ju Ren 001 (IEEE Trans. Mob. Comput., 2022)

Towards Personalized Privacy-Preserving Truth Discovery Over Crowdsourced Data Streams. - Xiaoyi Pang; Zhibo Wang 001; Defang Liu; John C. S. Lui; Qian Wang 002; Ju Ren 001 (IEEE/ACM Trans. Netw., 2022)

Improving Federated Learning With Quality-Aware User Incentive and Auto-Weighted Model Aggregation. - Yongheng Deng; Feng Lyu 001; Ju Ren 001; Yi-Chao Chen 001; Peng Yang 004; Yuezhi Zhou; Yaoxue Zhang (IEEE Trans. Parallel Distributed Syst., 2022)

AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning. - Yongheng Deng; Feng Lyu 001; Ju Ren 001; Huaqing Wu; Yuezhi Zhou; Yaoxue Zhang; Xuemin Shen (IEEE Trans. Parallel Distributed Syst., 2022)

TODG: Distributed Task Offloading With Delay Guarantees for Edge Computing. - Sheng Yue; Ju Ren 001; Nan Qiao 008; Yongmin Zhang; Hongbo Jiang 001; Yaoxue Zhang; Yuanyuan Yang 001 (IEEE Trans. Parallel Distributed Syst., 2022)

A Storage Resource Collaboration Model Among Edge Nodes in Edge Federation Service. - Weimin Li 002; Qin Li; Lin Chen; Fan Wu 014; Ju Ren 001 (IEEE Trans. Veh. Technol., 2022)

Revolutionizing Wireless Connectivity with Cross-band Metasurfaces. - Lili Chen; Ju Ren 001; Yaoxue Zhang (ACM TUR-C, 2023)

Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains. - Peiyang Li; Ye Wang 002; Qi Li 002; Zhuotao Liu; Ke Xu 002; Ju Ren 001; Zhiying Liu; Ruilin Lin (CCS, 2023)

Privacy-Preserving DNN Training with Prefetched Meta-Keys on Heterogeneous Neural Network Accelerators. - Qiushi Li; Ju Ren 001; Yan Zhang 104; Chengru Song; Yiqiao Liao; Yaoxue Zhang (DAC, 2023)

CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning. - Sheng Yue; Guanbo Wang; Wei Shao 006; Zhaofeng Zhang; Sen Lin 001; Ju Ren 001; Junshan Zhang (ICLR, 2023)

A Hierarchical Knowledge Transfer Framework for Heterogeneous Federated Learning. - Yongheng Deng; Ju Ren 001; Cheng Tang; Feng Lyu 001; Yang Liu 165; Yaoxue Zhang (INFOCOM, 2023)

Towards Seamless Wireless Link Connection. - Lili Chen; Bozhong Yu; Ju Ren 001; Jeremy Gummeson; Yaoxue Zhang (MobiSys, 2023)

FedINC: An Exemplar-Free Continual Federated Learning Framework with Small Labeled Data. - Yongheng Deng; Sheng Yue; Tuowei Wang; Guanbo Wang; Ju Ren 001; Yaoxue Zhang (SenSys, 2023)

Distributed Artificial Intelligence Empowered by End-Edge-Cloud Computing: A Survey. - Sijing Duan; Dan Wang; Ju Ren 001; Feng Lyu 001; Ye Zhang; Huaqing Wu; Xuemin Shen (IEEE Commun. Surv. Tutorials, 2023)

Accelerating In-Browser Deep Learning Inference on Diverse Edge Clients through Just-in-Time Kernel Optimizations. - Fucheng Jia; Shiqi Jiang; Ting Cao; Wei Cui; Tianrui Xia; Xu Cao; Yuanchun Li; Deyu Zhang; Ju Ren 001; Yunxin Liu 001; Lili Qiu; Mao Yang 004 (CoRR, 2023)

SYSFLOW: Efficient Execution Platform for IoT Devices. - Jun Lu; Zhenya Ma; Yinggang Gao; Ju Ren 001; Yaoxue Zhang (CoRR, 2023)

Mutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer. - Yongheng Deng; Ziqing Qiao; Ju Ren 001; Yang Liu 165; Yaoxue Zhang (CoRR, 2023)

Auction-Based Dependent Task Offloading for IoT Users in Edge Clouds. - Jiagang Liu; Yongmin Zhang; Ju Ren 001; Yaoxue Zhang (IEEE Internet Things J., 2023)

Characterizing User Association Patterns for Optimizing Small-Cell Edge System Performance. - Fan Wu 014; Feng Lyu 001; Huaqing Wu; Ju Ren 001; Yaoxue Zhang; Xuemin Shen (IEEE Netw., 2023)

VeLP: Vehicle Loading Plan Learning from Human Behavior in Nationwide Logistics System. - Sijing Duan; Feng Lyu 001; Xin Zhu; Yi Ding 011; Haotian Wang 008; Desheng Zhang; Xue Liu; Yaoxue Zhang; Ju Ren 001 (Proc. VLDB Endow., 2023)

Towards Class-Balanced Privacy Preserving Heterogeneous Model Aggregation. - Xiaoyi Pang; Zhibo Wang 001; Zeqing He; Peng Sun 003; Meng Luo 002; Ju Ren 001; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2023)

Towards Privacy-Driven Truthful Incentives for Mobile Crowdsensing Under Untrusted Platform. - Zhibo Wang 001; Jingxin Li; Jiahui Hu; Ju Ren 001; Qian Wang 002; Zhetao Li; Yanjun Li 004 (IEEE Trans. Mob. Comput., 2023)

TRUCON: Blockchain-Based Trusted Data Sharing With Congestion Control in Internet of Vehicles. - Mingyang Yuan; Yang Xu 013; Cheng Zhang 035; Yunlin Tan; Yichuan Wang 003; Ju Ren 001; Yaoxue Zhang (IEEE Trans. Intell. Transp. Syst., 2023)

Efficient Dependent Task Offloading for Multiple Applications in MEC-Cloud System. - Jiagang Liu; Ju Ren 001; Yongmin Zhang; Xuhong Peng; Yaoxue Zhang; Yuanyuan Yang 001 (IEEE Trans. Mob. Comput., 2023)

MVPose: Realtime Multi-Person Pose Estimation Using Motion Vector on Mobile Devices. - Jinrui Zhang; Deyu Zhang; Huan Yang; Yunxin Liu 001; Ju Ren 001; Xiaohui Xu; Fucheng Jia; Yaoxue Zhang (IEEE Trans. Mob. Comput., 2023)

PrivAim: A Dual-Privacy Preserving and Quality-Aware Incentive Mechanism for Federated Learning. - Dan Wang; Ju Ren 001; Zhibo Wang 001; Yichuan Wang 003; Yaoxue Zhang (IEEE Trans. Computers, 2023)

Privacy-Enhanced Decentralized Federated Learning at Dynamic Edge. - Shuzhen Chen 001; Yangyang Wang; Dongxiao Yu; Ju Ren 001; Congan Xu; Yanwei Zheng (IEEE Trans. Computers, 2023)

Efficient Revenue-Based MEC Server Deployment and Management in Mobile Edge-Cloud Computing. - Yongmin Zhang; Wei Wang 343; Ju Ren 001; Jinge Huang; Shibo He; Yaoxue Zhang (IEEE/ACM Trans. Netw., 2023)

Distributed Pricing and Bandwidth Allocation in Crowdsourced Wireless Community Networks. - Yongmin Zhang; Cenchen Ji; Nan Qiao 008; Ju Ren 001; Yaoxue Zhang; Yuanyuan Yang 001 (IEEE Trans. Mob. Comput., 2023)

FL-AMM: Federated Learning Augmented Map Matching With Heterogeneous Cellular Moving Trajectories. - Huali Lu; Feng Lyu 001; Huaqing Wu; Jie Zhang; Ju Ren 001; Yaoxue Zhang; Xuemin Shen (IEEE J. Sel. Areas Commun., 2023)

RISiren: Wireless Sensing System Attacks via Metasurface. - Chenghan Jiang; Jinjiang Yang; Xinyi Li; Qi Li 002; Xinyu Zhang 003; Ju Ren 001 (CCS, 2024)

Intelligent Hybrid Memory Scheduling Based on Page Pattern Recognition. - Yanjie Zhen; Weining Chen; Wei Gao; Ju Ren 001; Kang Chen; Yu Chen 004 (DATE, 2024)

Hybrid SLM and LLM for Edge-Cloud Collaborative Inference. - Zixu Hao; Huiqiang Jiang; Shiqi Jiang; Ju Ren 001; Ting Cao (EdgeFM@MobiSys, 2024)

Flexible and Effective Cellular Traffic Data Synthesis with Large Language Model. - Sijing Duan; Feng Lyu 001; Jinfeng Cen; Ju Ren 001; Peng Yang 004; Yaoxue Zhang (GLOBECOM, 2024)

SecSCS: A User-Centric Secure Smart Camera System Based on Blockchain. - Xinyuan Qian 002; Hongwei Li 001; Haoyong Wang; Guowen Xu; Shengmin Xu; Ju Ren 001 (ICDCS, 2024)

EdgeVPR: Transformer-Based Real-Time Video Person Re-Identification at the Edge. - Meng Sun; Ju Ren 001; Yaoxue Zhang (ICDCS, 2024)

How to Leverage Diverse Demonstrations in Offline Imitation Learning. - Sheng Yue; Jiani Liu 005; Xingyuan Hua; Ju Ren 001; Sen Lin 001; Junshan Zhang; Yaoxue Zhang (ICML, 2024)

OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning. - Sheng Yue; Xingyuan Hua; Ju Ren 001; Sen Lin 001; Junshan Zhang; Yaoxue Zhang (ICML, 2024)

BR-DeFedRL: Byzantine-Robust Decentralized Federated Reinforcement Learning with Fast Convergence and Communication Efficiency. - Jing Qiao; Zuyuan Zhang; Sheng Yue; Yuan Yuan 014; Zhipeng Cai 001; Xiao Zhang 015; Ju Ren 001; Dongxiao Yu (INFOCOM, 2024)

AeroRec: An Efficient On-Device Recommendation Framework using Federated Self-Supervised Knowledge Distillation. - Tengxi Xia; Ju Ren 001; Wei Rao 003; Qin Zu; Wenjie Wang; Shuai Chen; Yaoxue Zhang (INFOCOM, 2024)

Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency. - Sheng Yue; Xingyuan Hua; Lili Chen; Ju Ren 001 (INFOCOM, 2024)

Federated Offline Policy Optimization with Dual Regularization. - Sheng Yue; Zerui Qin; Xingyuan Hua; Yongheng Deng; Ju Ren 001 (INFOCOM, 2024)

RelayRec: Empowering Privacy-Preserving CTR Prediction via Cloud-Device Relay Learning. - Yongheng Deng; Guanbo Wang; Sheng Yue; Wei Rao 003; Qin Zu; Wenjie Wang; Shuai Chen; Ju Ren 001; Yaoxue Zhang (IPSN, 2024)

Pushing Wireless Charging from Station to Travel. - Lili Chen; Bozhong Yu; Yongjian Fu; Ju Ren 001; Hao Pan 003; Jeremy Gummeson; Yaoxue Zhang (MobiCom, 2024)

RFMagus: Programming the Radio Environment With Networked Metasurfaces. - Xinyi Li; Gaoteng Zhao; Ling Chen; Xinyu Zhang 003; Ju Ren 001 (MobiCom, 2024)

AutoMS: Automated Service for mmWave Coverage Optimization using Low-cost Metasurfaces. - Ruichun Ma; Shicheng Zheng; Hao Pan 003; Lili Qiu; Xingyu Chen; Liangyu Liu; Yihong Liu; Wenjun Hu; Ju Ren 001 (MobiCom, 2024)

GPMS: Enabling Indoor GNSS Positioning using Passive Metasurfaces. - Yezhou Wang; Hao Pan 003; Lili Qiu; Linghui Zhong; Jiting Liu; Ruichun Ma; Yi-Chao Chen 001; Guangtao Xue; Ju Ren 001 (MobiCom, 2024)

Adaptive Metasurface-Based Acoustic Imaging using Joint Optimization. - Yongjian Fu; Yongzhao Zhang; Yu Lu; Lili Qiu; Yi-Chao Chen 001; Yezhou Wang; Mei Wang; Yijie Li 002; Ju Ren 001; Yaoxue Zhang (MobiSys, 2024)

Empowering In-Browser Deep Learning Inference on Edge Through Just-In-Time Kernel Optimization. - Fucheng Jia; Shiqi Jiang; Ting Cao; Wei Cui; Tianrui Xia; Xu Cao; Yuanchun Li; Qipeng Wang; Deyu Zhang; Ju Ren 001; Yunxin Liu 001; Lili Qiu; et al. (MobiSys, 2024)

You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks. - Qiushi Li; Yan Zhang; Ju Ren 001; Qi Li 002; Yaoxue Zhang (NDSS, 2024)

Orthcatter: High-throughput In-band OFDM Backscatter with Over-the-Air Code Division. - Caihui Du; Jihong Yu; Rongrong Zhang; Ju Ren 001; Jianping An (NSDI, 2024)

Long Exposure: Accelerating Parameter-Efficient Fine-Tuning for LLMs under Shadowy Sparsity. - Tuowei Wang; Kun Li 016; Zixu Hao; Donglin Bai; Ju Ren 001; Yaoxue Zhang; Ting Cao; Mao Yang 004 (SC, 2024)

M3Cam: Extreme Super-resolution via Multi-Modal Optical Flow for Mobile Cameras. - Yu Lu; Dian Ding; Hao Pan 003; Yongjian Fu; Liyun Zhang; Feitong Tan; Ran Wang; Yi-Chao Chen 001; Guangtao Xue; Ju Ren 001 (SenSys, 2024)

RobWE: Robust Watermark Embedding for Personalized Federated Learning Model Ownership Protection. - Yang Xu 013; Yunlin Tan; Cheng Zhang 035; Kai Chi; Peng Sun 003; Wenyuan Yang; Ju Ren 001; Hongbo Jiang 001; Yaoxue Zhang (CoRR, 2024)

Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence. - Liekang Zeng; Shengyuan Ye; Xu Chen 004; Xiaoxi Zhang 001; Ju Ren 001; Jian Tang; Yang Yang 001; Xuemin Shen (CoRR, 2024)

Ripple: Accelerating LLM Inference on Smartphones with Correlation-Aware Neuron Management. - Tuowei Wang; Ruwen Fan; Minxing Huang; Zixu Hao; Kun Li 016; Ting Cao; Youyou Lu; Yaoxue Zhang; Ju Ren 001 (CoRR, 2024)

Matryoshka: Optimization of Dynamic Diverse Quantum Chemistry Systems via Elastic Parallelism Transformation. - Tuowei Wang; Kun Li 016; Donglin Bai; Fusong Ju; Leo Xia; Ting Cao; Ju Ren 001; Yaoxue Zhang; Mao Yang 004 (CoRR, 2024)

MobiFuse: A High-Precision On-device Depth Perception System with Multi-Data Fusion. - Jinrui Zhang; Deyu Zhang; Tingting Long; Wenxin Chen; Ju Ren 001; Yunxin Liu 001; Yudong Zhao; Yaoxue Zhang; Youngki Lee 001 (CoRR, 2024)

Unishyper: A Rust-based unikernel enhancing reliability and efficiency of embedded systems. - Keyang Hu; Wang Huang; Lei Wang 126; Ce Mo; Runxiang Wang; Yu Chen 004; Ju Ren 001; Bo Jiang 001 (J. Syst. Archit., 2024)

PatternS: An intelligent hybrid memory scheduler driven by page pattern recognition. - Yanjie Zhen; Weining Chen; Wei Gao; Ju Ren 001; Kang Chen; Yu Chen 004 (J. Syst. Archit., 2024)

BatOpt: Optimizing GPU-Based Deep Learning Inference Using Dynamic Batch Processing. - Deyu Zhang; Yunzhen Luo; Yaobo Wang; Xiaoyan Kui; Ju Ren 001 (IEEE Trans. Cloud Comput., 2024)

On AoI of Grant-Free Access With HARQ. - Jiwen Wang; Rongrong Zhang; Ju Ren 001; Fangxin Wang 001; Shuai Wang 013; Jihong Yu (IEEE Trans. Commun., 2024)

CODE$^{+}$+: Fast and Accurate Inference for Compact Distributed IoT Data Collection. - Huali Lu; Feng Lyu 001; Ju Ren 001; Huaqing Wu; Conghao Zhou; Zhongyuan Liu; Yaoxue Zhang; Xuemin Shen (IEEE Trans. Parallel Distributed Syst., 2024)

Characterizing Internet Card User Portraits for Efficient Churn Prediction Model Design. - Fan Wu 014; Feng Lyu 001; Ju Ren 001; Peng Yang 004; Kai Qian; Shijie Gao; Yaoxue Zhang (IEEE Trans. Mob. Comput., 2024)

UFace: Your Smartphone Can "Hear" Your Facial Expression! - Shuning Wang; Linghui Zhong; Yongjian Fu; Lili Chen; Ju Ren 001; Yaoxue Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Efficient Resource Management and Expansion Scheme for Collaborative Edge-Cloud Computing. - Wei Wang 343; Yongmin Zhang; Rui Huang; Ju Ren 001; Feng Lyu 001; Yaoxue Zhang (IEEE Trans. Mob. Comput., 2024)

Pushing the Limits of Acoustic Spatial Perception via Incident Angle Encoding. - Yongjian Fu; Yongzhao Zhang; Hao Pan 003; Yu Lu; Xinyi Li; Lili Chen; Ju Ren 001; Xiong Li 002; Xiaosong Zhang 001; Yaoxue Zhang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

HiMoDepth: Efficient Training-Free High-Resolution On-Device Depth Perception. - Jinrui Zhang; Huan Yang; Ju Ren 001; Deyu Zhang; Bangwen He; Youngki Lee 001; Ting Cao; Yuanchun Li; Yaoxue Zhang; Yunxin Liu 001 (IEEE Trans. Mob. Comput., 2024)

Dependent Task Offloading in Edge Computing Using GNN and Deep Reinforcement Learning. - Zequn Cao; Xiaoheng Deng; Sheng Yue; Ping Jiang 001; Ju Ren 001; Jinsong Gui (IEEE Internet Things J., 2024)

MBSeg: Real-Time Contour-Based Method Instance Segmentation for Egocentric Vision. - Wei Luo; Deyu Zhang; Jinrui Zhang; Bangwen He; Wang Sun; Huan Yang; Ju Ren 001 (IEEE Internet Things J., 2024)

A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge. - Yongheng Deng; Feng Lyu 001; Tengxi Xia; Yuezhi Zhou; Yaoxue Zhang; Ju Ren 001; Yuanyuan Yang 001 (IEEE/ACM Trans. Netw., 2024)

PoPeC: PAoI-Centric Task Offloading With Priority Over Unreliable Channels. - Nan Qiao 008; Sheng Yue; Yongmin Zhang; Ju Ren 001 (IEEE/ACM Trans. Netw., 2024)

SESAME: A Resource Expansion and Sharing Scheme for Multiple Edge Services Providers. - Jiani Liu 005; Ju Ren 001; Yongmin Zhang; Sheng Yue; Yaoxue Zhang (IEEE/ACM Trans. Netw., 2024)

Mobile Generative AI: Opportunities and Challenges. - Ye Zhang; Jinrui Zhang; Sheng Yue; Wei Lu; Ju Ren 001; Xuemin Shen (IEEE Wirel. Commun., 2024)

CoralDB: A Collaborative Database for Data Sharing Based on Permissioned Blockchain. - Weimin Li 002; Weihong Tian; Zhengmao Yan; Zitong Li; Jie Gao 002; Fan Wu 014; Jianxun Liu 001; Wenxiong Chen; Ju Ren 001 (IEEE Trans. Mob. Comput., 2024)

When Federated Learning Meets Knowledge Distillation. - Xiaoyi Pang; Jiahui Hu; Peng Sun 003; Ju Ren 001; Zhibo Wang 001 (IEEE Wirel. Commun., 2024)

UltraSR: Silent Speech Reconstruction via Acoustic Sensing. - Yongjian Fu; Shuning Wang; Linghui Zhong; Lili Chen; Ju Ren 001; Yaoxue Zhang (IEEE Trans. Mob. Comput., 2024)

Manipulating Voice Assistants Eavesdropping via Inherent Vulnerability Unveiling in Mobile Systems. - Wenbin Huang 003; Hanyuan Chen; Hangcheng Cao; Ju Ren 001; Hongbo Jiang 001; Zhangjie Fu; Yaoxue Zhang (IEEE Trans. Mob. Comput., 2024)

Age-Efficient Random Access With Load Adaptation. - Jiwen Wang; Rongrong Zhang; Jihong Yu; Ju Ren 001; Yun Li 001 (IEEE Trans. Mob. Comput., 2024)

ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries. - Wangyu Xue; Chen Qian 006; Jiayi Wu; Yang Zhou; Wentao Liu 002; Ju Ren 001; Siming Fan; Yaoxue Zhang (AAAI, 2025)

JENGA: Enhancing LLM Long-Context Fine-tuning with Contextual Token Sparsity. - Tuowei Wang; Xingyu Chen; Kun Li 016; Ting Cao; Ju Ren 001; Yaoxue Zhang (USENIX ATC, 2025)

Visually secure image encryption: Exploring deep learning for enhanced robustness and flexibility. - Wei Chen 155; Wenjiang Ji; Yichuan Wang 003; Ju Ren 001; Guanglei Sheng; Xinhong Hei 001 (Expert Syst. Appl., 2025)

StreamSys: A Lightweight Executable Delivery System for Edge Computing. - Jun Lu; Zhenya Ma; Yinggang Gao; Sheng Yue; Ju Ren 001; Yaoxue Zhang (IEEE Trans. Cloud Comput., 2025)

Truthful and Dual-Direction Combinatorial Multi-Armed Bandit Scheme to Maximize Profit for Mobile Crowd Sensing. - Xiangwan Fu; Saiqin Long; Anfeng Liu; Ju Ren 001; Bin Guo 001; Zhetao Li (IEEE Trans. Dependable Secur. Comput., 2025)

Towards Fair Federated Learning via Unbiased Feature Aggregation. - Zeqing He; Zhibo Wang 001; Xiaowei Dong; Peng Sun 003; Ju Ren 001; Kui Ren 001 (IEEE Trans. Dependable Secur. Comput., 2025)

Mitigating Voice Assistant Eavesdropping via Event Source Review on Mobile Devices. - Wenbin Huang 003; Ju Ren 001; Hangcheng Cao; Hanyuan Chen; Hongbo Jiang 001; Zhangjie Fu (IEEE Trans. Inf. Forensics Secur., 2025)

Enabling Cardiac Monitoring using In-ear Ballistocardiogram on COTS Wireless Earbuds. - Yongjian Fu; Ke Sun 012; Ruyao Wang; Xinyi Li; Ju Ren 001; Yaoxue Zhang; Xinyu Zhang 003 (CoRR, 2025)

LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning. - Tuowei Wang; Xingyu Chen; Kun Li 016; Ting Cao; Ju Ren 001; Yaoxue Zhang (CoRR, 2025)

FedCRAC: Improving Federated Classification Performance on Long-Tailed Data via Classifier Representation Adjustment and Calibration. - Xujing Li; Sheng Sun; Min Liu 001; Ju Ren 001; Xuefeng Jiang; Tianliu He (IEEE Trans. Mob. Comput., 2025)

Metasurfaces Empowering 6G Communication and Sensing: Opportunities and Challenges. - Wenxiong Chen; Lili Chen; Yizhe Zhao; Ju Ren 001; Xuemin Shen (IEEE Wirel. Commun., 2025)

AugFL: Augmenting Federated Learning with Pretrained Models. - Sheng Yue; Zerui Qin; Yongheng Deng; Ju Ren 001; Yaoxue Zhang; Junshan Zhang (CoRR, 2025)

MagSpy: Revealing User Privacy Leakage via Magnetometer on Mobile Devices. - Yongjian Fu; Lanqing Yang; Hao Pan 003; Yi-Chao Chen 001; Guangtao Xue; Ju Ren 001 (IEEE Trans. Mob. Comput., 2025)

Scaling Up On-Device LLMs via Active-Weight Swapping Between DRAM and Flash. - Fucheng Jia; Zewen Wu; Shiqi Jiang; Huiqiang Jiang; Qianxi Zhang; Yuqing Yang 001; Yunxin Liu 001; Ju Ren 001; Deyu Zhang; Ting Cao (CoRR, 2025)

MAML-RAL: Learning Domain-Invariant HOI Rules for Real-Time Video Matting. - Jiang Xin; Sheng Yue; Jinrui Zhang; Ju Ren 001; Feng Qian; Yaoxue Zhang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Blockchain-Enabled Multiple Sensitive Task-Offloading Mechanism for MEC Applications. - Yang Xu 013; Hangfan Li; Cheng Zhang 035; Zhiqing Tang; Xiaoxiong Zhong; Ju Ren 001; Hongbo Jiang 001; Yaoxue Zhang (IEEE Trans. Mob. Comput., 2025)

Heterogeneous Parallel Acceleration for Edge Intelligence Systems: Challenges and Solutions. - Jinrui Zhang; Congying Zhou; Huan Yang; Deyu Zhang; Ju Ren 001; Yaoxue Zhang (IEEE Consumer Electron. Mag., 2025)

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning. - Ziqing Qiao; Yongheng Deng; Jiali Zeng; Dong Wang; Lai Wei; Fandong Meng; Jie Zhou; Ju Ren 001; Yaoxue Zhang (CoRR, 2025)

Wideband RF Radiance Field Modeling Using Frequency-embedded 3D Gaussian Splatting. - Zechen Li; Lanqing Yang; Yiheng Bian; Hao Pan 003; Yongjian Fu; Yezhou Wang; Yi-Chao Chen 001; Guangtao Xue; Ju Ren 001 (CoRR, 2025)

NC-Load: On-Demand Program Loading and Running for Computing Sharing Among IoT Devices. - Yanhao Dong; Sijing Duan; Feng Lyu 001; Peng Zhao; Yongmin Zhang; Ju Ren 001; Yaoxue Zhang (IEEE Internet Things J., 2025)

MagicWrite: One-Dimensional Acoustic Tracking-Based Air Writing System. - Hao Pan 003; Yongjian Fu; Ye Qi; Yi-Chao Chen 001; Ju Ren 001 (IEEE Trans. Mob. Comput., 2025)

CSVAR: Enhancing Visual Privacy in Federated Learning via Adaptive Shuffling Against Overfitting. - Zhuo Chen; Zhenya Ma; Yan Zhang 073; Donghua Cai; Ye Zhang; Qiushi Li; Yongheng Deng; Ye Guo; Ju Ren 001; Xuemin Shen (CoRR, 2025)

Efficient Subcarrier-Level OFDM Backscatter Communications. - Caihui Du; Jihong Yu; Zhenyu Yan 002; Ju Ren 001; Rongrong Zhang; Yun Li 001 (IEEE Trans. Mob. Comput., 2025)

DualRec: A Collaborative Training Framework for Device and Cloud Recommendation Models. - Ye Zhang; Yongheng Deng; Sheng Yue; Qiushi Li; Ju Ren 001 (IEEE Trans. Mob. Comput., 2025)

Prompt-aware of Frame Sampling for Efficient Text-Video Retrieval. - Deyu Zhang; Tingting Long; Jinrui Zhang; Ligeng Chen; Ju Ren 001; Yaoxue Zhang (CoRR, 2025)

LLM-Driven Self-Refinement for Embodied Drone Task Planning. - Deyu Zhang; Xicheng Zhang; Jiahao Li; Tingting Long; Xunhua Dai; Yongjian Fu; Jinrui Zhang; Ju Ren 001; Yaoxue Zhang (CoRR, 2025)

MASA: Multimodal Federated Learning Through Modality-Aware and Secure Aggregation. - Jialin Guo; Yongjian Fu; Zhiwei Zhai; Xinyi Li; Yongheng Deng; Sheng Yue; Lili Chen; Hao Pan 003; Ju Ren 001 (IEEE Trans. Mob. Comput., 2025)

Towards Privacy-Enhanced and Robust Clustered Federated Learning. - Yang Xu 013; Yunlin Tan; Cheng Zhang 035; Peng Sun 003; Yibang Zhang; Ju Ren 001; Hongbo Jiang 001; Yaoxue Zhang (IEEE Trans. Mob. Comput., 2025)

Federated Large Language Model: Solutions, Challenges and Future Directions. - Jiahui Hu; Dan Wang; Zhibo Wang 001; Xiaoyi Pang; Huiyu Xu; Ju Ren 001; Kui Ren 001 (IEEE Wirel. Commun., 2025)

Cross-Modal Federated Learning among Unimodal Devices. - Yongheng Deng; Ningxin He; Xinyi Li; Fan Wu 014; Yaoxue Zhang; Ju Ren 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)

FuzzyPR: Efficient Person Retrieval Using Fuzzy Semantic Descriptions Under Surveillance Scenario. - Meng Sun; Chuanwen Luo; Ju Ren 001; Yaoxue Zhang (IEEE Internet Things J., 2025)

MUCVR: Edge Computing-Enabled High-Quality Multi-User Collaboration for Interactive MVR. - Weimin Li 002; Qin Li; Weihong Tian; Jie Gao 002; Fan Wu 014; Jianxun Liu 001; Ju Ren 001 (IEEE Trans. Parallel Distributed Syst., 2025)