Jiale Guo

34 papers A 1B 1C 1Misc 1Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Privacy-Preserving Retrieval Augmented Generation with Distance-Preserving Encryption.
CoRR
Huanyi Ye, Jiale Guo, Ziyao Liu, Kwok-Yan Lam
2025 J jnl
A Comprehensive Survey on Benchmarks and Solutions in Software Engineering of LLM-Empowered Agentic System.
CoRR
Jiale Guo, Suizhi Huang, Mei Li, Dong Huang, Xingsheng Chen, Regina Zhang, Zhijiang Guo, Han Yu, Siu-Ming Yiu, Pietro Lio, Kwok-Yan Lam
2025 J jnl
A Novel Text Adversarial Sample Generation and Defense Method for SIoT Systems.
IEEE Internet Things J.
Hangxu Ji, Jiale Guo, Yongjiao Sun, Ye Yuan, Guoren Wang, Qi Wang
2025 J jnl
Combining DeepLabV3 + and LSTM for intelligent drying strategy optimization in fruits and vegetables based on appearance quality: A case study of Pleurotus eryngii.
Comput. Electron. Agric.
Jiale Guo, Yanhong Liu, Dengwen Lei, Zekang Peng, Samir Mowafy, Xingyi Li, Zehui Jia, Ziping Ai, Hongwei Xiao
2025 — conf
Efficient Privacy-Preserving Retrieval Augmented Generation with Distance-Preserving Encryption.
FLLM
Huanyi Ye, Jiale Guo, Ziyao Liu, Kwok-Yan Lam
2025 J jnl
Enhancing AI safety of machine unlearning for ensembled models.
Appl. Soft Comput.
Huanyi Ye, Jiale Guo, Ziyao Liu, Yu Jiang, Kwok-Yan Lam
2025 J jnl
Guaranteeing Data Privacy in Federated Unlearning With Dynamic User Participation.
IEEE Trans. Dependable Secur. Comput.
Ziyao Liu, Yu Jiang, Weifeng Jiang, Jiale Guo, Jun Zhao, Kwok-Yan Lam
2025 J jnl
Privacy-Preserving Federated Unlearning With Certified Client Removal.
IEEE Trans. Inf. Forensics Secur.
Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam
2024 J jnl
AutoMolDesigner for Antibiotic Discovery: An AI-Based Open-Source Software for Automated Design of Small-Molecule Antibiotics.
J. Chem. Inf. Model.
Tao Shen, Jiale Guo, Zunsheng Han, Gao Zhang, Qingxin Liu, Xinxin Si, Dongmei Wang, Song Wu, Jie Xia
2024 J jnl
Blockchain-Based Privacy-Preserving Federated Learning for Mobile Crowdsourcing.
IEEE Internet Things J.
Haiying Ma, Shuanglong Huang, Jiale Guo, Kwok-Yan Lam, Tianling Yang
2024 J jnl
Decentralized Multimedia Data Sharing in IoV: A Learning-Based Equilibrium of Supply and Demand.
IEEE Trans. Veh. Technol.
Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam
2024 J jnl
Decentralized Multimedia Data Sharing in IoV: A Learning-based Equilibrium of Supply and Demand.
CoRR
Jiani Fan, Minrui Xu, Jiale Guo, Lwin Khin Shar, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam
2024 J jnl
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks.
CoRR
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2024 J jnl
Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation.
CoRR
Ziyao Liu, Yu Jiang, Weifeng Jiang, Jiale Guo, Jun Zhao, Kwok-Yan Lam
2024 — conf
Leak Prediction Method for Gas Pipelines Based on an Improved Transformer.
VSIP
Jiaxin Chang, Zhijing Xu, Chao Wang, Jiale Guo
2024 C conf
Malicious Unlearning in Ensemble Models.
PST
Huanyi Ye, Ziyao Liu, Yu Jiang, Jiale Guo, Kwok-Yan Lam
2024 J jnl
Privacy-Preserving Federated Unlearning with Certified Client Removal.
CoRR
Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam
2023 J jnl
A knowledge graph-GCN-community detection integrated model for large-scale stock price prediction.
Appl. Soft Comput.
Ting Wang, Jiale Guo, Yuehui Shan, Yueyao Zhang, Bo Peng, Zhuang Wu
2023 — conf
Blockchain-Based Access Control Mechanism for IoT Medical Data.
ICIC (1)
Tianling Yang, Shuanglong Huang, Haiying Ma, Jiale Guo
2023 J jnl
Efficient Dropout-Resilient Aggregation for Privacy-Preserving Machine Learning.
IEEE Trans. Inf. Forensics Secur.
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
2023 — conf
Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles.
SecTL@AsiaCCS
Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam
2022 J jnl
A Deep Reinforcement Learning Method For Multimodal Data Fusion in Action Recognition.
IEEE Signal Process. Lett.
Jiale Guo, Qiang Liu, Enqing Chen
2022 B conf
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks.
NSS
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2022 J jnl
Dynamic Spectrum Access for Internet-of-Things Based on Federated Deep Reinforcement Learning.
IEEE Trans. Veh. Technol.
Feng Li, Bowen Shen, Jiale Guo, Kwok-Yan Lam, Guiyi Wei, Li Wang
2022 J jnl
Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning.
CoRR
Ziyao Liu, Jiale Guo, Kwok-Yan Lam, Jun Zhao
2022 J jnl
Privacy-Preserving Aggregation in Federated Learning: A Survey.
CoRR
Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao
2022 — —
Privacy-enhancing mechanisms for securing data access and analysis
Jiale Guo
2021 J jnl
A scalable parallel Chinese online encyclopedia knowledge denoising method based on entry tags and Spark cluster.
Appl. Intell.
Ting Wang, Jie Li, Jiale Guo
2021 A conf
Dynamic Graph Construction for Improving Diversity of Recommendation.
RecSys
Rui Ye, Yuqing Hou, Te Lei, Yunxing Zhang, Qing Zhang, Jiale Guo, Huaiwen Wu, Hengliang Luo
2021 J jnl
IFTA: Iterative filtering by using TF-AICL algorithm for Chinese encyclopedia knowledge refinement.
Appl. Intell.
Ting Wang, Jiale Guo, Zhuang Wu, Tiansheng Xu
2021 — conf
Privacy-Enhanced Federated Learning with Weighted Aggregation.
SocialSec
Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen
2020 J jnl
Secure Weighted Aggregation in Federated Learning.
CoRR
Jiale Guo, Ziyao Liu, Kwok-Yan Lam, Jun Zhao, Yiqiang Chen, Chaoping Xing
2019 J jnl
A Novel Large-scale Chinese Encyclopedia Knowledge Parallel Refining Method Based on MapReduce.
IEEE Access
Ting Wang, Jie Li, Jiale Guo, Jingyao Xie
2018 Misc conf
Using Blockchain to Control Access to Cloud Data.
Inscrypt
Jiale Guo, Wenzhuo Yang, Kwok-Yan Lam, Xun Yi