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2020 – today
- 2025
[j2]Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan, Xiaoning Liu:
A Survey on Federated Unlearning: Challenges, Methods, and Future Directions. ACM Comput. Surv. 57(1): 2:1-2:38 (2025)- 2024
- [c2]Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam:
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-Based Federated Learning. ICC 2024: 2034-2039 - [i5]Yu Jiang, Jiyuan Shen, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam:
Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning. CoRR abs/2401.08216 (2024) - [i4]Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam:
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning. CoRR abs/2401.11968 (2024) - [i3]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) - 2023
- [j1]Jiaxing Xie, Jiaxin Wang, Yufeng Chen, Peng Gao, Huili Yin, Shiyun Chen, Daozong Sun, Weixing Wang, Handong Mo, Jiyuan Shen, Jun Li
:
Estimating the SPAD of Litchi in the Growth Period and Autumn Shoot Period Based on UAV Multi-Spectrum. Remote. Sens. 15(24): 5767 (2023) - [i2]Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam:
Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories. CoRR abs/2310.10541 (2023) - [i1]Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan:
A Survey on Federated Unlearning: Challenges, Methods, and Future Directions. CoRR abs/2310.20448 (2023)
2010 – 2019
- 2017
- [c1]Lerong Chen, Jiawen Li, Yiran Chen, Qiuping Deng, Jiyuan Shen, Xiaoyao Liang, Li Jiang:
Accelerator-friendly neural-network training: Learning variations and defects in RRAM crossbar. DATE 2017: 19-24
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