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ORCIDZhipeng Cai 0001
Person information
- affiliation: Georgia State University, Atlanta, GA, USA
- affiliation: University of Alberta, Edmonton, Alberta, Canada
Other persons with the same name
- Zhipeng Cai — disambiguation page
- Zhipeng Cai 0002
![[0000-0003-3653-6838]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-3653-6838")
— Southeast University, Nanjing, China - Zhipeng Cai 0003 — University of Adelaide, Adelaide, Australia
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2020 – today
- 2025
[j247]Yingjie Wang, Yingxin Li, Weilong Wang, Peiyong Duan, Akshita Maradapu Vera Venkata Sai, Zhipeng Cai:
Mobile crowdsourcing based on 5G and 6G: A survey. Neurocomputing 618: 128993 (2025)- [j246]Shuzhen Chen, Yuan Yuan, Youming Tao, Tianzhu Wang, Zhipeng Cai, Dongxiao Yu:
Adaptive pruning-based Newton's method for distributed learning. Theor. Comput. Sci. 1026: 114987 (2025) - [e17]Zhipeng Cai, Daniel Takabi, Shaoyong Guo, Yifei Zou:
Wireless Artificial Intelligent Computing Systems and Applications - 18th International Conference, WASA 2024, Qindao, China, June 21-23, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14997, Springer 2025, ISBN 978-3-031-71463-4 [contents] - [e16]Zhipeng Cai, Daniel Takabi, Shaoyong Guo, Yifei Zou:
Wireless Artificial Intelligent Computing Systems and Applications - 18th International Conference, WASA 2024, Qindao, China, June 21-23, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14998, Springer 2025, ISBN 978-3-031-71466-5 [contents] - [e15]Zhipeng Cai, Daniel Takabi, Shaoyong Guo, Yifei Zou:
Wireless Artificial Intelligent Computing Systems and Applications - 18th International Conference, WASA 2024, Qindao, China, June 21-23, 2024, Proceedings, Part III. Lecture Notes in Computer Science 14999, Springer 2025, ISBN 978-3-031-71469-6 [contents] - 2024
- [j245]Yue Wang, Zhi Tian, Xin Fan, Zhipeng Cai, Cameron Nowzari, Kai Zeng:
Distributed Swarm Learning for Edge Internet of Things. IEEE Commun. Mag. 62(11): 160-166 (2024) - [j244]Bingyi Xie, Honghui Xu, Daehee Seo, DongMyung Shin, Zhipeng Cai:
KDGAN: Knowledge distillation-based model copyright protection for secure and communication-efficient model publishing. IET Commun. 18(14): 860-868 (2024) - [j243]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: 102481 (2024) - [j242]Zaobo He, Lintao Wang, Zhipeng Cai:
Clustered Federated Learning With Adaptive Local Differential Privacy on Heterogeneous IoT Data. IEEE Internet Things J. 11(1): 137-146 (2024) - [j241]Prajwal Panzade, Daniel Takabi, Zhipeng Cai:
Privacy-Preserving Machine Learning Using Functional Encryption: Opportunities and Challenges. IEEE Internet Things J. 11(5): 7436-7446 (2024) - [j240]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): 9995-10006 (2024) - [j239]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): 10722-10738 (2024) - [j238]Xuming Han, Qiaohong Zhang, Zaobo He, Zhipeng Cai:
Confidence-Based Similarity-Aware Personalized Federated Learning for Autonomous IoT. IEEE Internet Things J. 11(7): 13070-13081 (2024) - [j237]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): 13327-13339 (2024) - [j236]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): 17740-17756 (2024) - [j235]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): 25771-25781 (2024) - [j234]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): 62-67 (2024) - [j233]Zaobo He, Zhipeng Cai:
Trading Aggregate Statistics Over Private Internet of Things Data. IEEE Trans. Computers 73(2): 394-407 (2024) - [j232]Zhipeng Cai, Alexander Zelikovsky:
Guest Editors' Introduction to the Special Section on Bioinformatics Research and Applications. IEEE ACM Trans. Comput. Biol. Bioinform. 21(5): 1141-1142 (2024) - [j231]Hui Xia, Feng Hong, Feng Li, Zhipeng Cai, Jiwei Zhang, Rui Chen:
Guest Editorial of the Special Section on Consumer Electronics in the Era of the Internet of Everything (IoE) and Massive Data. IEEE Trans. Consumer Electron. 70(3): 6339-6342 (2024) - [j230]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): 2179-2189 (2024) - [j229]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): 3652-3666 (2024) - [j228]Juwei Guan, Xiaolin Fang, Tongxin Zhu, Zhipeng Cai, Zhen Ling, Ming Yang, Junzhou Luo:
IdeNet: Making Neural Network Identify Camouflaged Objects Like Creatures. IEEE Trans. Image Process. 33: 4824-4839 (2024) - [j227]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): 135-149 (2024) - [j226]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): 7552-7571 (2024) - [j225]Zhongwei Zhan, Yingjie Wang, Peiyong Duan, Akshita Maradapu Vera Venkata Sai, Zhaowei Liu, Chaocan Xiang, Xiangrong Tong, Weilong Wang, Zhipeng Cai:
Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach. IEEE Trans. Mob. Comput. 23(10): 10093-10110 (2024) - [j224]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): 806-821 (2024) - [j223]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): 49:1-49:26 (2024) - [j222]Quan Chen, Song Guo, Wenchao Xu, Jing Li, Kang Wei, Zhipeng Cai, Hong Gao:
Peak AoI Minimization With Directional Charging for Data Collection at Wireless-Powered Network Edge. IEEE Trans. Serv. Comput. 17(5): 2747-2761 (2024) - [j221]Weishan Zhang, Yue Wang, Xiang Chen, Zhipeng Cai, Zhi Tian:
Spectrum Transformer: An Attention-Based Wideband Spectrum Detector. IEEE Trans. Wirel. Commun. 23(9): 12343-12353 (2024) - [c130]Jinkun Han, Wei Li, Yingshu Li, Zhipeng Cai:
Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks. CIKM 2024: 778-788 - [c129]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: 8736-8740 - [c128]Xin Fan, Yue Wang, Weishan Zhang, Yingshu Li, Zhipeng Cai, Zhi Tian:
GANFed: GAN-Based Federated Learning with Non-IID Datasets in Edge IoTs. ICC 2024: 5443-5448 - [c127]Zuobin Xiong, Wei Li, Zhipeng Cai:
Appro-Fun: Approximate Machine Unlearning in Federated Setting. ICCCN 2024: 1-9 - [c126]Tongxin Zhu, Ouming Zou, Xiaolin Fang, Junzhou Luo, Yingshu Li, Zhipeng Cai:
Group-Centric Scheduling for Industrial Edge Computing Networks with Incomplete Information. ICDCS 2024: 555-564 - [c125]Xinhao Li, Yingjie Wang, Feng Jiang, Yang Gao, Chunxiao Mu, Zhipeng Cai, Yingxin Li, Shilong Jin:
Bidirectional Choice for Many-to-many Online Task Assignment in Mobile Crowdsourcing. ICWS 2024: 123-132 - [c124]Kaige Jiang, Yang Gao, Peng Wang, Zhaolong Gao, Xiangrong Tong, Yingjie Wang, Zhipeng Cai, Yingxin Li, Shilong Jin:
An Incentive Algorithm for Cross-region Task Allocation based on Worker Coalition Under Mobile Crowdsourcing. ICWS 2024: 188-197 - [c123]Yingxin Li, Weilong Wang, Yingjie Wang, Tong Xiangrong, Peiyong Duan, Zhipeng Cai:
Personalized Privacy Protection Incentive Mechanism for Mobile Crowdsourcing Based on Homomorphic Encryption and Edge Computing. ICWS 2024: 1371-1376 - [c122]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: 141-150 - [c121]Ruirui Zhang, Yifei Zou, Zhenzhen Xie, Xiao Zhang, Peng Li, Zhipeng Cai, Xiuzhen Cheng, Dongxiao Yu:
Federating from History in Streaming Federated Learning. MobiHoc 2024: 151-160 - [c120]Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai:
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning. NAACL-HLT (Findings) 2024: 3795-3809 - [c119]Dong Yang, Yue Wang, Zhipeng Cai, Yingshu Li:
Spectrum Prediction via Graph Structure Learning. VTC Fall 2024: 1-5 - [e14]Wei Peng, Zhipeng Cai, Pavel Skums:
Bioinformatics Research and Applications - 20th International Symposium, ISBRA 2024, Kunming, China, July 19-21, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14954, Springer 2024, ISBN 978-981-97-5127-3 [contents] - [e13]Wei Peng, Zhipeng Cai, Pavel Skums:
Bioinformatics Research and Applications - 20th International Symposium, ISBRA 2024, Kunming, China, July 19-21, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14955, Springer 2024, ISBN 978-981-97-5130-3 [contents] - [e12]Wei Peng, Zhipeng Cai, Pavel Skums:
Bioinformatics Research and Applications - 20th International Symposium, ISBRA 2024, Kunming, China, July 19-21, 2024, Proceedings, Part III. Lecture Notes in Computer Science 14956, Springer 2024, ISBN 978-981-97-5086-3 [contents] - [i16]Prajwal Panzade, Daniel Takabi, Zhipeng Cai:
MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption. CoRR abs/2401.09604 (2024) - [i15]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 abs/2402.09059 (2024) - [i14]Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai:
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning. CoRR abs/2403.11082 (2024) - [i13]Yue Wang, Zhi Tian, FXin Fan, Zhipeng Cai, Cameron Nowzari, Kai Zeng:
Distributed Swarm Learning for Edge Internet of Things. CoRR abs/2403.20188 (2024) - [i12]Honghui Xu, Yingshu Li, Olusesi Balogun, Shaoen Wu, Yue Wang, Zhipeng Cai:
Security Risks Concerns of Generative AI in the IoT. CoRR abs/2404.00139 (2024) - [i11]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 abs/2405.15222 (2024) - 2023
- [j220]Yan Huang, Yi Joy Li, Zhipeng Cai:
Security and Privacy in Metaverse: A Comprehensive Survey. Big Data Min. Anal. 6(2): 234-247 (2023) - [j219]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: 109879 (2023) - [j218]Yuan Yuan, Jiguo Yu, Liangxu Zhang, Zhipeng Cai:
Distributed optimization for intelligent IoT under unstable communication conditions. Comput. Commun. 199: 42-49 (2023) - [j217]Yanwei Zheng, Liangxu Zhang, Shuzhen Chen, Xiao Zhang, Zhipeng Cai, Xiuzhen Cheng:
Robust decentralized stochastic gradient descent over unstable networks. Comput. Commun. 203: 163-179 (2023) - [j216]Yueyang Liu, Yan Huang, Zhipeng Cai:
AED: An black-box NLP classifier model attacker. Neurocomputing 550: 126489 (2023) - [j215]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): 5543-5570 (2023) - [j214]Chenyu Wang, Zhipeng Cai, Yingshu Li:
Sustainable Blockchain-Based Digital Twin Management Architecture for IoT Devices. IEEE Internet Things J. 10(8, April 15): 6535-6548 (2023) - [j213]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): 21337-21348 (2023) - [j212]Zhipeng Cai, Pavel Skums, Alexander Zelikovsky:
Special Issue, Part I 18th International Symposium on Bioinformatics Research and Applications (ISBRA 2022). J. Comput. Biol. 30(8): 829-830 (2023) - [j211]Zhipeng Cai, Pavel Skums, Alexander Zeilkovsky:
Special Issue, Part 2 18th International Symposium on Bioinformatics Research and Applications (ISBRA 2022). J. Comput. Biol. 30(9): 949-950 (2023) - [j210]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): 76 (2023) - [j209]Qi Luo, Dongxiao Yu, Dongbiao Wang, Yafei Zhang, Yanwei Zheng, Zhipeng Cai:
Influence blocking maximization under refutation. Soc. Netw. Anal. Min. 13(1): 143 (2023) - [j208]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): 3329-3331 (2023) - [j207]Honghui Xu, Wei Li, Zhipeng Cai:
Analysis on methods to effectively improve transfer learning performance. Theor. Comput. Sci. 940(Part): 90-107 (2023) - [j206]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): 3238-3250 (2023) - [j205]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): 930-939 (2023) - [j204]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): 1088-1096 (2023) - [j203]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): 15740-15751 (2023) - [j202]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): 2158-2172 (2023) - [j201]Dongjing Miao, Zhipeng Cai, Jianzhong Li:
Deletion Propagation Revisited for Multiple Key Preserving Views. IEEE Trans. Knowl. Data Eng. 35(3): 2445-2456 (2023) - [j200]Dongxiao Yu, Lifang Zhang, Qi Luo, Xiuzhen Cheng, Zhipeng Cai:
Maximal Clique Search in Weighted Graphs. IEEE Trans. Knowl. Data Eng. 35(9): 9421-9432 (2023) - [j199]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): 1343-1355 (2023) - [j198]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): 4881-4897 (2023) - [j197]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): 5625-5642 (2023) - [j196]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): 5751-5768 (2023) - [j195]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): 497-510 (2023) - [j194]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): 2267-2282 (2023) - [j193]Dongjing Miao, Pengfei Zhang, Jianzhong Li, Ye Wang, Zhipeng Cai:
Approximation and inapproximability results on computing optimal repairs. VLDB J. 32(1): 173-197 (2023) - [j192]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): 647-664 (2023) - [j191]Qi Luo, Dongxiao Yu, Zhipeng Cai, Yanwei Zheng, Xiuzhen Cheng, Xuemin Lin:
Core maintenance for hypergraph streams. World Wide Web (WWW) 26(5): 3709-3733 (2023) - [c118]Zuobin Xiong, Wei Li, Zhipeng Cai:
Federated Generative Model on Multi-Source Heterogeneous Data in IoT. AAAI 2023: 10537-10545 - [c117]Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu:
Resource-Adaptive Newton's Method for Distributed Learning. COCOON (1) 2023: 335-346 - [c116]Honghui Xu, Zhipeng Cai, Zuobin Xiong, Wei Li:
Backdoor Attack on 3D Grey Image Segmentation. ICDM 2023: 708-717 - [c115]Zuobin Xiong, Wei Li, Yingshu Li, Zhipeng Cai:
Exact-Fun: An Exact and Efficient Federated Unlearning Approach. ICDM 2023: 1439-1444 - [c114]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: 1-10 - [c113]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: 1-10 - [i10]Pengyu Chen, Dongjing Miao, Weitian Tong, Zizheng Guo, Jianzhong Li, Zhipeng Cai:
Random-Order Enumeration for Self-Reducible NP-Problems. CoRR abs/2302.13549 (2023) - [i9]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 abs/2306.04366 (2023) - [i8]Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu:
Resource-Adaptive Newton's Method for Distributed Learning. CoRR abs/2308.10154 (2023) - 2022
- [j190]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: 4374-4379 (2022) - [j189]Robert Podschwadt, Daniel Takabi, Peizhao Hu, Mohammad Hossein Rafiei, Zhipeng Cai:
A Survey of Deep Learning Architectures for Privacy-Preserving Machine Learning With Fully Homomorphic Encryption. IEEE Access 10: 117477-117500 (2022) - [j188]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: 109749 (2022) - [j187]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: 109206 (2022) - [j186]Zhipeng Cai, Zuobin Xiong, Honghui Xu, Peng Wang, Wei Li, Yi Pan:
Generative Adversarial Networks: A Survey Toward Private and Secure Applications. ACM Comput. Surv. 54(6): 132:1-132:38 (2022) - [j185]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): 516-530 (2022) - [j184]Qi Luo, Dongxiao Yu, Akshita Maradapu Vera Venkata Sai, Zhipeng Cai, Xiuzhen Cheng:
A survey of structural representation learning for social networks. Neurocomputing 496: 56-71 (2022) - [j183]Zhipeng Cai, Christian Esposito, Tooska Dargahi, Chaokun Wang:
Graph-powered learning for social networks. Neurocomputing 501: 244-245 (2022) - [j182]Honghui Xu, Zhipeng Cai, Daniel Takabi, Wei Li:
Audio-Visual Autoencoding for Privacy-Preserving Video Streaming. IEEE Internet Things J. 9(3): 1749-1761 (2022) - [j181]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): 9102-9105 (2022) - [j180]Chuanxiu Chi, Yingjie Wang, Xiangrong Tong, Madhuri Siddula, Zhipeng Cai:
Game Theory in Internet of Things: A Survey. IEEE Internet Things J. 9(14): 12125-12146 (2022) - [j179]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): 119-124 (2022) - [j178]Dongxiao Yu, Dongbiao Wang, Qi Luo, Yanwei Zheng, Guanghui Wang, Zhipeng Cai:
Stable structural clustering in uncertain graphs. Inf. Sci. 586: 596-610 (2022) - [j177]Zhipeng Cai, Pavel Skums, Alexander Zelikovsky:
17th International Symposium on Bioinformatics Research and Applications (ISBRA 2021). J. Comput. Biol. 29(10): 1059-1060 (2022) - [j176]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): 917-928 (2022) - [j175]