Yilei Liang

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Privacy Sensitive

Efficient Learning

Inductive Inference

Top Venues

FedEdge@MobiCom

Int. J. Pattern Recognit. Artif. Intell.

Publications

Xintong Lu, Yuchao Zhang, Huan Zou, Yilei Liang, Wendong Wang, Jon Crowcroft
FedCOM: Efficient Personalized Federated Learning by Finding Your Best Peers. FedEdge@MobiCom (2023)
Yilei Liang, Hua Han, Li Huang, Chunyuan Wang
Four-Stream Network and Nonsignificant Feature Learning for Visible-Infrared Person Re-Identification. Int. J. Pattern Recognit. Artif. Intell. 36 (7) (2022)
Yilei Liang, Pranvera Kortoçi, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft
Federated split GANs for collaborative training with heterogeneous devices. Softw. Impacts 14 (2022)
Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft
Federated Split GANs. CoRR (2022)
Huan Zou, Yuchao Zhang, Xirong Que, Yilei Liang, Jon Crowcroft
Efficient federated learning under non-IID conditions with attackers. FedEdge@MobiCom (2022)
Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft
Federated split GANs. FedEdge@MobiCom (2022)
Yilei Liang, Dan O'Keeffe, Nishanth Sastry
PAIGE: towards a hybrid-edge design for privacy-preserving intelligent personal assistants. EdgeSys@EuroSys (2020)