Jiale Guo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Stock Price Prediction

Privacy Sensitive

Reinforcement Learning

Top Venues

IEEE Trans. Veh. Technol.

IEEE Signal Process. Lett.

Publications

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) (2024)
Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam
Privacy-Preserving Federated Unlearning with Certified Client Removal. CoRR (2024)
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) (2024)
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 (2024)
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 (2024)
Ziyao Liu, Yu Jiang, Weifeng Jiang, Jiale Guo, Jun Zhao, Kwok-Yan Lam
Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation. CoRR (2024)
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) (2024)
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)
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 (2023)
Tianling Yang, Shuanglong Huang, Haiying Ma, Jiale Guo
Blockchain-Based Access Control Mechanism for IoT Medical Data. ICIC (1) (2023)
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning. IEEE Trans. Inf. Forensics Secur. 18 (2023)
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)
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning. CoRR (2022)
Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao
Privacy-Preserving Aggregation in Federated Learning: A Survey. CoRR (2022)
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) (2022)
Jiale Guo, Qiang Liu, Enqing Chen
A Deep Reinforcement Learning Method For Multimodal Data Fusion in Action Recognition. IEEE Signal Process. Lett. 29 (2022)
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) (2021)
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)
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) (2021)
Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen
Privacy-Enhanced Federated Learning with Weighted Aggregation. SocialSec (2021)
Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen, Chaoping Xing
Secure Weighted Aggregation in Federated Learning. CoRR (2020)
Ting Wang, Jie Li, Jiale Guo, Jingyao Xie
A Novel Large-scale Chinese Encyclopedia Knowledge Parallel Refining Method Based on MapReduce. IEEE Access 7 (2019)
Jiale Guo, Wenzhuo Yang, Kwok-Yan Lam, Xun Yi
Using Blockchain to Control Access to Cloud Data. Inscrypt (2018)