Jiale Guo

Orcid: 0000-0003-1457-6804

According to our database1, Jiale Guo authored at least 21 papers between 2018 and 2024.

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Bibliography

2024
Blockchain-Based Privacy-Preserving Federated Learning for Mobile Crowdsourcing.
IEEE Internet Things J., April, 2024

Decentralized Multimedia Data Sharing in IoV: A Learning-Based Equilibrium of Supply and Demand.
IEEE Trans. Veh. Technol., March, 2024

AutoMolDesigner for Antibiotic Discovery: An AI-Based Open-Source Software for Automated Design of Small-Molecule Antibiotics.
J. Chem. Inf. Model., 2024

Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation.
CoRR, 2024

Privacy-Preserving Federated Unlearning with Certified Client Removal.
CoRR, 2024

2023
A knowledge graph-GCN-community detection integrated model for large-scale stock price prediction.
Appl. Soft Comput., September, 2023

Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning.
IEEE Trans. Inf. Forensics Secur., 2023

Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles.
Proceedings of the 2023 Secure and Trustworthy Deep Learning Systems Workshop, 2023

Blockchain-Based Access Control Mechanism for IoT Medical Data.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

2022
Privacy-enhancing mechanisms for securing data access and analysis
PhD thesis, 2022

Dynamic Spectrum Access for Internet-of-Things Based on Federated Deep Reinforcement Learning.
IEEE Trans. Veh. Technol., 2022

A Deep Reinforcement Learning Method For Multimodal Data Fusion in Action Recognition.
IEEE Signal Process. Lett., 2022

Privacy-Preserving Aggregation in Federated Learning: A Survey.
CoRR, 2022

Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks.
Proceedings of the Network and System Security - 16th International Conference, 2022

2021
IFTA: Iterative filtering by using TF-AICL algorithm for Chinese encyclopedia knowledge refinement.
Appl. Intell., 2021

A scalable parallel Chinese online encyclopedia knowledge denoising method based on entry tags and Spark cluster.
Appl. Intell., 2021

Privacy-Enhanced Federated Learning with Weighted Aggregation.
Proceedings of the Security and Privacy in Social Networks and Big Data, 2021

Dynamic Graph Construction for Improving Diversity of Recommendation.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020
Secure Weighted Aggregation in Federated Learning.
CoRR, 2020

2019
A Novel Large-scale Chinese Encyclopedia Knowledge Parallel Refining Method Based on MapReduce.
IEEE Access, 2019

2018
Using Blockchain to Control Access to Cloud Data.
Proceedings of the Information Security and Cryptology - 14th International Conference, 2018


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