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2020 – today
- 2024
[j10]Haiying Ma
, Shuanglong Huang, Jiale Guo, Kwok-Yan Lam, Tianling Yang:
Blockchain-Based Privacy-Preserving Federated Learning for Mobile Crowdsourcing. IEEE Internet Things J. 11(8): 13884-13899 (2024)- [j9]Tao Shen, Jiale Guo, Zunsheng Han, Gao Zhang, Qingxin Liu, Xinxin Si, Dongmei Wang, Song Wu, Jie Xia:
AutoMolDesigner for Antibiotic Discovery: An AI-Based Open-Source Software for Automated Design of Small-Molecule Antibiotics. J. Chem. Inf. Model. 64(3): 575-583 (2024) - [j8]Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam:
Decentralized Multimedia Data Sharing in IoV: A Learning-Based Equilibrium of Supply and Demand. IEEE Trans. Veh. Technol. 73(3): 4035-4050 (2024) - [i7]Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam:
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks. CoRR abs/2403.20136 (2024) - [i6]Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam:
Decentralized Multimedia Data Sharing in IoV: A Learning-based Equilibrium of Supply and Demand. CoRR abs/2403.20218 (2024) - [i5]Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam:
Privacy-Preserving Federated Unlearning with Certified Client Removal. CoRR abs/2404.09724 (2024) - [i4]Ziyao Liu, Yu Jiang, Weifeng Jiang, Jiale Guo, Jun Zhao, Kwok-Yan Lam:
Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation. CoRR abs/2406.00966 (2024) - 2023
- [j7]Ting Wang, Jiale Guo, Yuehui Shan, Yueyao Zhang, Bo Peng, Zhuang Wu:
A knowledge graph-GCN-community detection integrated model for large-scale stock price prediction. Appl. Soft Comput. 145: 110595 (2023) - [j6]Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao:
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning. IEEE Trans. Inf. Forensics Secur. 18: 1839-1854 (2023) - [c6]Tianling Yang, Shuanglong Huang, Haiying Ma, Jiale Guo:
Blockchain-Based Access Control Mechanism for IoT Medical Data. ICIC (1) 2023: 475-486 - [c5]Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam:
Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles. SecTL@AsiaCCS 2023: 1:1-1:13 - 2022
- [b1]Jiale Guo:
Privacy-enhancing mechanisms for securing data access and analysis. Nanyang Technological University, Singapore, 2022 - [j5]Jiale Guo, Qiang Liu, Enqing Chen:
A Deep Reinforcement Learning Method For Multimodal Data Fusion in Action Recognition. IEEE Signal Process. Lett. 29: 120-124 (2022) - [j4]Feng Li, Bowen Shen, Jiale Guo, Kwok-Yan Lam, Guiyi Wei, Li Wang:
Dynamic Spectrum Access for Internet-of-Things Based on Federated Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 71(7): 7952-7956 (2022) - [c4]Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam:
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks. NSS 2022: 283-304 - [i3]Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao:
Privacy-Preserving Aggregation in Federated Learning: A Survey. CoRR abs/2203.17005 (2022) - [i2]Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao:
Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning. CoRR abs/2203.17044 (2022) - 2021
- [j3]Ting Wang, Jiale Guo, Zhuang Wu, Tiansheng Xu:
IFTA: Iterative filtering by using TF-AICL algorithm for Chinese encyclopedia knowledge refinement. Appl. Intell. 51(8): 6265-6293 (2021) - [j2]Ting Wang, Jie Li, Jiale Guo:
A scalable parallel Chinese online encyclopedia knowledge denoising method based on entry tags and Spark cluster. Appl. Intell. 51(10): 7573-7599 (2021) - [c3]Rui Ye, Yuqing Hou, Te Lei, Yunxing Zhang, Qing Zhang, Jiale Guo, Huaiwen Wu, Hengliang Luo:
Dynamic Graph Construction for Improving Diversity of Recommendation. RecSys 2021: 651-655 - [c2]Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen:
Privacy-Enhanced Federated Learning with Weighted Aggregation. SocialSec 2021: 93-109 - 2020
- [i1]Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen, Chaoping Xing:
Secure Weighted Aggregation in Federated Learning. CoRR abs/2010.08730 (2020)
2010 – 2019
- 2019
- [j1]Ting Wang, Jie Li, Jiale Guo, Jingyao Xie:
A Novel Large-scale Chinese Encyclopedia Knowledge Parallel Refining Method Based on MapReduce. IEEE Access 7: 111840-111857 (2019) - 2018
- [c1]Jiale Guo, Wenzhuo Yang, Kwok-Yan Lam, Xun Yi:
Using Blockchain to Control Access to Cloud Data. Inscrypt 2018: 274-288
Coauthor Index
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