Zhipeng Cai

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 303

Top Venues

IEEE Internet Things J.

INFOCOM

CoRR

IEEE Trans. Mob. Comput.

Publications

Tuo Shi, Zhipeng Cai, Jianzhong Li, Hong Gao
Optimize the Age of Useful Information in Edge-assisted Energy-harvesting Sensor Networks. ACM Trans. Sens. Networks 20 (2) (2024)
Prajwal Panzade, Daniel Takabi, Zhipeng Cai
I can't see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption. CoRR (2024)
Genji Yuan, Jianbo Li, Yan Huang, Zhenzhen Xie, Junjie Pang, Zhipeng Cai
Independence and Unity: Unseen Domain Segmentation Based on Federated Learning. IEEE Internet Things J. 11 (6) (2024)
Xuechun Bian, Wenbo Xu, Yue Wang, Zhipeng Cai, Chau Yuen
Joint Compressed Signal Recovery and RIS Diagnosis via Double-Sparsity Optimization. IEEE Internet Things J. 11 (8) (2024)
Chenghao Zhang, Yingjie Wang, Weilong Wang, Haijing Zhang, Zhaowei Liu, Xiangrong Tong, Zhipeng Cai
A Personalized Location Privacy Protection System in Mobile Crowdsourcing. IEEE Internet Things J. 11 (6) (2024)
Quan Chen, Song Guo, Zhipeng Cai, Jing Li, Tuo Shi, Hong Gao
Peak AoI Minimization at Wireless-Powered Network Edge: From the Perspective of Both Charging and Transmitting. IEEE/ACM Trans. Netw. 32 (1) (2024)
Ying Zhao, Yingjie Wang, Peiyong Duan, Haijing Zhang, Zhaowei Liu, Xiangrong Tong, Zhipeng Cai
Mobile Crowdsourcing Quality Control Method Based on Four-Party Evolutionary Game in Edge Cloud Environment. IEEE Trans. Comput. Soc. Syst. 11 (3) (2024)
Honghui Xu, Yingshu Li, Olusesi Balogun, Shaoen Wu, Yue Wang, Zhipeng Cai
Security Risks Concerns of Generative AI in the IoT. CoRR (2024)
Yue Wang, Zhi Tian, FXin Fan, Zhipeng Cai, Cameron Nowzari, Kai Zeng
Distributed Swarm Learning for Edge Internet of Things. CoRR (2024)
Jing Qiao, Zuyuan Zhang, Sheng Yue, Yuan Yuan, Zhipeng Cai, Xiao Zhang, Ju Ren, Dongxiao Yu
BR-DeFedRL: Byzantine-Robust Decentralized Federated Reinforcement Learning with Fast Convergence and Communication Efficiency. INFOCOM (2024)
Kaige Jiang, Yingjie Wang, Haipeng Wang, Zhaowei Liu, Qilong Han, Ao Zhou, Chaocan Xiang, Zhipeng Cai
A Reinforcement Learning-Based Incentive Mechanism for Task Allocation Under Spatiotemporal Crowdsensing. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Zaobo He, Lintao Wang, Zhipeng Cai
Clustered Federated Learning With Adaptive Local Differential Privacy on Heterogeneous IoT Data. IEEE Internet Things J. 11 (1) (2024)
Yu Zhang, Yue Wang, Zhipeng Cai, Fangqing Wen, Gong Zhang
Harmonic Retrieval for Non-Circular Coherent Signals via Double Decoupled Atomic Norm Minimization. ICASSP (2024)
Prajwal Panzade, Daniel Takabi, Zhipeng Cai
Privacy-Preserving Machine Learning Using Functional Encryption: Opportunities and Challenges. IEEE Internet Things J. 11 (5) (2024)
Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning. CoRR (2024)
Zaobo He, Fuping Zhang, Yusen Li, Yulin Cao, Zhipeng Cai
Privacy-Enhanced Personalized Federated Learning With Layer-Wise Gradient Shielding on Heterogeneous IoT Data. IEEE Internet Things J. 11 (15) (2024)
Zaobo He, Yusen Li, Daehee Seo, Zhipeng Cai
FedCPD: Addressing label distribution skew in federated learning with class proxy decoupling and proxy regularization. Inf. Fusion 110 (2024)
Yanwei Zheng, Changrui Li, Chuanlin Lan, Yaling Li, Xiao Zhang, Yifei Zou, Dongxiao Yu, Zhipeng Cai
Leveraging Unknown Objects to Construct Labeled-Unlabeled Meta-Relationships for Zero-Shot Object Navigation. CoRR (2024)
Prajwal Panzade, Daniel Takabi, Zhipeng Cai
MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption. CoRR (2024)
Xuelei Sun, Yingjie Wang, Peiyong Duan, Qasim Zia, Weilong Wang, Zhipeng Cai
Bilateral Privacy Protection Scheme Based on Adaptive Location Generalization and Grouping Aggregation in Mobile Crowdsourcing. IEEE Internet Things J. 11 (10) (2024)
Tuo Shi, Zhipeng Cai, Jianzhong Li, Hong Gao, Tie Qiu, Wenyu Qu
An Efficient Processing Scheme for Concurrent Applications in the IoT Edge. IEEE Trans. Mob. Comput. 23 (1) (2024)
Zaobo He, Zhipeng Cai
Trading Aggregate Statistics Over Private Internet of Things Data. IEEE Trans. Computers 73 (2) (2024)
Honghui Xu, Yingshu Li, Olusesi Balogun, Shaoen Wu, Yue Wang, Zhipeng Cai
Security Risks Concerns of Generative AI in the IoT. IEEE Internet Things Mag. 7 (3) (2024)
Quan Chen, Song Guo, Kaijia Wang, Wenchao Xu, Jing Li, Zhipeng Cai, Hong Gao, Albert Y. Zomaya
Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms. IEEE Trans. Mob. Comput. 23 (7) (2024)
Xuming Han, Qiaohong Zhang, Zaobo He, Zhipeng Cai
Confidence-Based Similarity-Aware Personalized Federated Learning for Autonomous IoT. IEEE Internet Things J. 11 (7) (2024)
Zhipeng Cai, Xu Zheng, Jinbao Wang, Zaobo He
Private Data Trading Towards Range Counting Queries in Internet of Things. IEEE Trans. Mob. Comput. 22 (8) (2023)
Weilong Wang, Yingjie Wang, Peiyong Duan, Tianen Liu, Xiangrong Tong, Zhipeng Cai
A Triple Real-Time Trajectory Privacy Protection Mechanism Based on Edge Computing and Blockchain in Mobile Crowdsourcing. IEEE Trans. Mob. Comput. 22 (10) (2023)
Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu
Resource-Adaptive Newton's Method for Distributed Learning. CoRR (2023)
Zhipeng Cai, Pavel Skums, Alexander Zelikovsky
18th International Symposium on Bioinformatics Research and Applications (ISBRA 2022). J. Comput. Biol. 30 (8) (2023)
Qi Luo, Dongxiao Yu, Zhipeng Cai, Xuemin Lin, Guanghui Wang, Xiuzhen Cheng
Toward maintenance of hypercores in large-scale dynamic hypergraphs. VLDB J. 32 (3) (2023)
Zuobin Xiong, Wei Li, Yingshu Li, Zhipeng Cai
Exact-Fun: An Exact and Efficient Federated Unlearning Approach. ICDM (2023)
Honghui Xu, Wei Li, Zhipeng Cai
Analysis on methods to effectively improve transfer learning performance. Theor. Comput. Sci. 940 (Part) (2023)
Tuo Shi, Zhipeng Cai, Jianzhong Li, Hong Gao, Jiancheng Chen, Ming Yang
Services Management and Distributed Multihop Requests Routing in Mobile Edge Networks. IEEE/ACM Trans. Netw. 31 (2) (2023)
Yueyang Liu, Yan Huang, Zhipeng Cai
AED: An black-box NLP classifier model attacker. Neurocomputing 550 (2023)
Xinhao Li, Yingjie Wang, Bingyi Xie, Lingkang Meng, Zhaowei Liu, Xiangrong Tong, Ao Zhou, Zhipeng Cai
Planning-based mobile crowdsourcing bidirectional multi-stage online task assignment. Comput. Networks 233 (2023)
Yuan Yuan, Jiguo Yu, Liangxu Zhang, Zhipeng Cai
Distributed optimization for intelligent IoT under unstable communication conditions. Comput. Commun. 199 (2023)
Yuan Yuan, Jiguo Yu, Xiaolu Cheng, Zongrui Zou, Dongxiao Yu, Zhipeng Cai
Decentralized Parallel SGD Based on Weight-Balancing for Intelligent IoV. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Yanwei Zheng, Liangxu Zhang, Shuzhen Chen, Xiao Zhang, Zhipeng Cai, Xiuzhen Cheng
Robust decentralized stochastic gradient descent over unstable networks. Comput. Commun. 203 (2023)
Qi Zhang, Yingjie Wang, Guisheng Yin, Xiangrong Tong, Akshita Maradapu Vera Venkata Sai, Zhipeng Cai
Two-Stage Bilateral Online Priority Assignment in Spatio-Temporal Crowdsourcing. IEEE Trans. Serv. Comput. 16 (3) (2023)
Tongxin Zhu, Jianzhong Li, Hong Gao, Yingshu Li, Zhipeng Cai
AoI Minimization Data Collection Scheduling for Battery-Free Wireless Sensor Networks. IEEE Trans. Mob. Comput. 22 (3) (2023)
Deng Zhao, Zhangbing Zhou, Zhipeng Cai, Sami Yangui, Xiao Xue
ASTL: Accumulative STL With a Novel Robustness Metric for IoT Service Monitoring. IEEE Trans. Mob. Comput. 22 (10) (2023)
Qi Luo, Dongxiao Yu, Zhipeng Cai, Yanwei Zheng, Xiuzhen Cheng, Xuemin Lin
Core maintenance for hypergraph streams. World Wide Web (WWW) 26 (5) (2023)
Zuobin Xiong, Wei Li, Zhipeng Cai
Federated Generative Model on Multi-Source Heterogeneous Data in IoT. AAAI (2023)
Dongjing Miao, Pengfei Zhang, Jianzhong Li, Ye Wang, Zhipeng Cai
Approximation and inapproximability results on computing optimal repairs. VLDB J. 32 (1) (2023)
Dongjing Miao, Zhipeng Cai, Jianzhong Li
Deletion Propagation Revisited for Multiple Key Preserving Views. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu
Resource-Adaptive Newton's Method for Distributed Learning. COCOON (1) (2023)
Pengyu Chen, Dongjing Miao, Weitian Tong, Zizheng Guo, Jianzhong Li, Zhipeng Cai
Random-Order Enumeration for Self-Reducible NP-Problems. CoRR (2023)
Zhipeng Cai, Quan Chen, Tuo Shi, Tongxin Zhu, Kunyi Chen, Yingshu Li
Battery-Free Wireless Sensor Networks: A Comprehensive Survey. IEEE Internet Things J. 10 (6, March 15) (2023)
Zhongwei Zhan, Yingjie Wang, Peiyong Duan, Akshita Maradapu Vera Venkata Sai, Zhaowei Liu, Chaocan Xiang, Xiangrong Tong, Weilong Wang, Zhipeng Cai
Efficient Recruitment Strategy for Collaborative Mobile Crowd Sensing Based on GCN Trustworthiness Prediction. CoRR (2023)
Xu Zheng, Ling Tian, Zhipeng Cai
A Fair and Rational Data Sharing Strategy Toward Two-Stage Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (1) (2023)
Yaguang Lin, Xiaoming Wang, Hongguang Ma, Liang Wang, Fei Hao, Zhipeng Cai
An Efficient Approach to Sharing Edge Knowledge in 5G-Enabled Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (1) (2023)
Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Zhipeng Cai, Hong Gao
Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge. IWQoS (2023)
Chenyu Wang, Zhipeng Cai, Yingshu Li
Sustainable Blockchain-Based Digital Twin Management Architecture for IoT Devices. IEEE Internet Things J. 10 (8, April 15) (2023)
Zuobin Xiong, Zhipeng Cai, Chunqiang Hu, Daniel Takabi, Wei Li
Towards Neural Network-Based Communication System: Attack and Defense. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Qi Luo, Dongxiao Yu, Dongbiao Wang, Yafei Zhang, Yanwei Zheng, Zhipeng Cai
Influence blocking maximization under refutation. Soc. Netw. Anal. Min. 13 (1) (2023)
Honghui Xu, Zhipeng Cai, Zuobin Xiong, Wei Li
Backdoor Attack on 3D Grey Image Segmentation. ICDM (2023)
Xinrui Wang, Hong Gao, Zhipeng Cai, Jianzhong Li
Who Should Deserve Investment? Attractive Individual and Group Search in Dynamic Information Networks. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Dongxiao Yu, Lifang Zhang, Qi Luo, Xiuzhen Cheng, Zhipeng Cai
Maximal Clique Search in Weighted Graphs. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Zhipeng Cai, Min Li, Pavel Skums, Yanjie Wei
Guest Editors' Introduction to the Special Section on Bioinformatics Research and Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Chenyu Wang, Zhipeng Cai, Daehee Seo, Yingshu Li
TMETA: Trust Management for the Cold Start of IoT Services With Digital-Twin-Aided Blockchain. IEEE Internet Things J. 10 (24) (2023)
Lingkang Meng, Yingjie Wang, Haipeng Wang, Xiangrong Tong, Zice Sun, Zhipeng Cai
Task offloading optimization mechanism based on deep neural network in edge-cloud environment. J. Cloud Comput. 12 (1) (2023)
Zhipeng Cai, Pavel Skums, Alexander Zeilkovsky
18th International Symposium on Bioinformatics Research and Applications (ISBRA 2022). J. Comput. Biol. 30 (9) (2023)
Quan Chen, Kaijia Wang, Song Guo, Tuo Shi, Jing Li, Zhipeng Cai, Albert Y. Zomaya
Latency-Optimal Pyramid-based Joint Communication and Computation Scheduling for Distributed Edge Computing. INFOCOM (2023)
Honghui Xu, Zhipeng Cai, Ruinian Li, Wei Li
Efficient CityCam-to-Edge Cooperative Learning for Vehicle Counting in ITS. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Xu Zheng, Lizong Zhang, Bei Hui, Ling Tian, Zhipeng Cai
A Secure and Efficient Framework for Multi-Round Data Trading Over the Internet of Artificially Intelligent Things. IEEE Internet Things Mag. 5 (1) (2022)
Tongxin Zhu, Zhipeng Cai, Xiaolin Fang, Junzhou Luo, Ming Yang
Correlation Aware Scheduling for Edge-Enabled Industrial Internet of Things. IEEE Trans. Ind. Informatics 18 (11) (2022)
Zhipeng Cai, Suparna De, Michal Kedziora, Chaokun Wang
Guest Editorial Special Issue on Graph-Powered Machine Learning for Internet of Things. IEEE Internet Things J. 9 (12) (2022)
Yuan Gao, Yi Li, Yunchuan Sun, Zhipeng Cai, Liran Ma, Matevz Pustisek, Su Hu
IEEE Access Special Section: Privacy Preservation for Large-Scale User Data in Social Networks. IEEE Access 10 (2022)
Qi Zhang, Yingjie Wang, Zhipeng Cai, Xiangrong Tong
Multi-stage online task assignment driven by offline data under spatio-temporal crowdsourcing. Digit. Commun. Networks 8 (4) (2022)
Zuobin Xiong, Zhipeng Cai, Daniel Takabi, Wei Li
Privacy Threat and Defense for Federated Learning With Non-i.i.d. Data in AIoT. IEEE Trans. Ind. Informatics 18 (2) (2022)
Tuo Shi, Zhipeng Cai, Yingshu Li
Query Recombination: To Process a Large Number of Concurrent Top-k Queries towards IoT Data on an Edge Server. ICDCS (2022)
Zhipeng Cai, Min Li, Pavel Skums
Guest Editors' Introduction to the Special Section on Bioinformatics Research and Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Sui Yu, Lichen Zhang, Peng Li, Lixia Li, Bin Yan, Zhipeng Cai
Efficient interest-aware data dissemination in mobile opportunistic networks. Softw. Pract. Exp. 52 (4) (2022)
Bingyi Xie, Honghui Xu, Zuobin Xiong, Yingshu Li, Zhipeng Cai
A Self-Supervised Purification Mechanism for Adversarial Samples. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2022)
Dongxiao Yu, Na Wang, Qi Luo, Feng Li, Jiguo Yu, Xiuzhen Cheng, Zhipeng Cai
Fast Core Maintenance in Dynamic Graphs. IEEE Trans. Comput. Soc. Syst. 9 (3) (2022)
Mingze Wang, Yingjie Wang, Akshita Maradapu Vera Venkata Sai, Zhaowei Liu, Yang Gao, Xiangrong Tong, Zhipeng Cai
Task assignment for hybrid scenarios in spatial crowdsourcing: A Q-Learning-based approach. Appl. Soft Comput. 131 (2022)
Quan Chen, Zhipeng Cai, Lianglun Cheng, Hong Gao, Jianzhong Li
Structure-Free Broadcast Scheduling for Duty-Cycled Multihop Wireless Sensor Networks. IEEE Trans. Mob. Comput. 21 (12) (2022)
Zhipeng Cai, Giri Narasimhan, Pavel Skums
Guest Editors' Introduction to the Special Section on Bioinformatics Research and Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Quan Chen, Zhipeng Cai, Lianglun Cheng, Hong Gao
Structure-Free General Data Aggregation Scheduling for Multihop Battery-Free Wireless Networks. IEEE Trans. Mob. Comput. 21 (9) (2022)
Honghui Xu, Zhipeng Cai, Wei Li
Privacy-Preserving Mechanisms for Multi-Label Image Recognition. ACM Trans. Knowl. Discov. Data 16 (4) (2022)
Robert Podschwadt, Daniel Takabi, Peizhao Hu, Mohammad H. Rafiei, Zhipeng Cai
A Survey of Deep Learning Architectures for Privacy-Preserving Machine Learning With Fully Homomorphic Encryption. IEEE Access 10 (2022)
Weilong Wang, Yingjie Wang, Yan Huang, Chunxiao Mu, Zice Sun, Xiangrong Tong, Zhipeng Cai
Privacy protection federated learning system based on blockchain and edge computing in mobile crowdsourcing. Comput. Networks 215 (2022)
Dongxiao Yu, Dongbiao Wang, Qi Luo, Yanwei Zheng, Guanghui Wang, Zhipeng Cai
Stable structural clustering in uncertain graphs. Inf. Sci. 586 (2022)
Zhipeng Cai, Pavel Skums, Alexander Zelikovsky
17th International Symposium on Bioinformatics Research and Applications (ISBRA 2021). J. Comput. Biol. 29 (10) (2022)
Chuanxiu Chi, Yingjie Wang, Xiangrong Tong, Madhuri Siddula, Zhipeng Cai
Game Theory in Internet of Things: A Survey. IEEE Internet Things J. 9 (14) (2022)
Quan Chen, Song Guo, Wenchao Xu, Zhipeng Cai, Lianglun Cheng, Hong Gao
AoI Minimization Charging at Wireless-Powered Network Edge. ICDCS (2022)
Jinkun Han, Wei Li, Zhipeng Cai, Yingshu Li
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation. CIKM (2022)
Zhipeng Cai, Christian Esposito, Tooska Dargahi, Chaokun Wang
Graph-powered learning for social networks. Neurocomputing 501 (2022)
Xinrui Wang, Hong Gao, Zhipeng Cai, Jianzhong Li
Who Should Deserve Investment? Attractive Individual and Group Search in Dynamic Information Networks (Extended Abstract). ICDE (2022)
Qi Luo, Dongxiao Yu, Akshita Maradapu Vera Venkata Sai, Zhipeng Cai, Xiuzhen Cheng
A survey of structural representation learning for social networks. Neurocomputing 496 (2022)
Suparna De, María Bermúdez-Edo, Honghui Xu, Zhipeng Cai
Deep Generative Models in the Industrial Internet of Things: A Survey. IEEE Trans. Ind. Informatics 18 (9) (2022)
Fuxing Li, Yingjie Wang, Yang Gao, Xiangrong Tong, Nan Jiang, Zhipeng Cai
Three-Party Evolutionary Game Model of Stakeholders in Mobile Crowdsourcing. IEEE Trans. Comput. Soc. Syst. 9 (4) (2022)
Tuo Shi, Jianzhong Li, Hong Gao, Zhipeng Cai
A Novel Framework for the Coverage Problem in Battery-Free Wireless Sensor Networks. IEEE Trans. Mob. Comput. 21 (3) (2022)
Quan Chen, Zhipeng Cai, Lianglun Cheng, Feng Wang, Hong Gao
Joint Near-Optimal Age-based Data Transmission and Energy Replenishment Scheduling at Wireless-Powered Network Edge. INFOCOM (2022)
Honghui Xu, Zhipeng Cai, Daniel Takabi, Wei Li
Audio-Visual Autoencoding for Privacy-Preserving Video Streaming. IEEE Internet Things J. 9 (3) (2022)
Peng Wang, Zhipeng Cai, Donghyun Kim, Wei Li
Detection Mechanisms of One-Pixel Attack. Wirel. Commun. Mob. Comput. 2021 (2021)
Zhipeng Cai, Tuo Shi
Distributed Query Processing in the Edge-Assisted IoT Data Monitoring System. IEEE Internet Things J. 8 (16) (2021)
Jishen Yang, Yan Huang, Madhuri Siddula, Zhipeng Cai
Noise Generation GAN Based Identity Privacy Protection for Smart City. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Zhipeng Cai, Quan Chen
Latency-and-Coverage Aware Data Aggregation Scheduling for Multihop Battery-Free Wireless Networks. IEEE Trans. Wirel. Commun. 20 (3) (2021)
Cheng Zhang, Honglu Jiang, Xiuzhen Cheng, Feng Zhao, Zhipeng Cai, Zhi Tian
Utility analysis on privacy-preservation algorithms for online social networks: an empirical study. Pers. Ubiquitous Comput. 25 (6) (2021)

Zhipeng Cai.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Zhipeng Cai