Yilei Liang

According to our database, Yilei Liang authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

User Isolation Poisoning on Decentralized Federated Learning: An Adversarial Message-Passing Graph Neural Network Approach.

Kai Li, Yilei Liang, Pietro Liò, Wei Ni, Falko Dressler, Jon Crowcroft, Özgür B. Akan

IEEE Trans. Neural Networks Learn. Syst., June, 2026

2025

EIA-SEC: Improved Actor-Critic Framework for Multi-UAV Collaborative Control in Smart Agriculture.

Quanxi Zhou, Wencan Mao, Yilei Liang, Manabu Tsukada, Yunling Liu, Jon Crowcroft

CoRR, December, 2025

A Novel Framework of Horizontal-Vertical Hybrid Federated Learning for EdgeIoT.

Kai Li, Yilei Liang, Xin Yuan, Wei Ni, Jon Crowcroft, Chau Yuen, Özgür B. Akan

IEEE Netw. Lett., June, 2025

2024

Efficient Model Compression Techniques with FishLeg.

Jamie McGowan, Wei Sheng Lai, Weibin Chen, Henry Aldridge, Jools Clarke, Jezabel Garcia, Rui Xia, Yilei Liang, Guillaume Hennequin, Alberto Bernacchia

CoRR, 2024

2023

FedCOM: Efficient Personalized Federated Learning by Finding Your Best Peers.

Xintong Lu, Yuchao Zhang, Huan Zou, Yilei Liang, Wendong Wang, Jon Crowcroft

Proceedings of the 2nd ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network, 2023

2022

Federated split GANs for collaborative training with heterogeneous devices.

Yilei Liang, Pranvera Kortoçi, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft

Softw. Impacts, December, 2022

Four-Stream Network and Nonsignificant Feature Learning for Visible-Infrared Person Re-Identification.

Yilei Liang, Hua Han, Li Huang, Chunyuan Wang

Int. J. Pattern Recognit. Artif. Intell., 2022

Efficient federated learning under non-IID conditions with attackers.

Huan Zou, Yuchao Zhang, Xirong Que, Yilei Liang, Jon Crowcroft

Proceedings of the 1st ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network, 2022

Federated split GANs.

Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft

Proceedings of the 1st ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network, 2022

2020

PAIGE: towards a hybrid-edge design for privacy-preserving intelligent personal assistants.

Yilei Liang, Dan O'Keeffe, Nishanth Sastry

Proceedings of the 3rd International Workshop on Edge Systems, Analytics and Networking, 2020