Qiying Pan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Learning Scheme

Differential Privacy

Cross Disciplinary

Graph Representation

Top Venues

IEEE Trans. Mob. Comput.

Publications

Ruofan Wu, Guanhua Fang, Qiying Pan, Mingyang Zhang, Tengfei Liu, Weiqiang Wang, Wenbiao Zhao
On provable privacy vulnerabilities of graph representations. CoRR (2024)
Qiying Pan, Hangrui Cao, Yifei Zhu, Jiangchuan Liu, Bo Li
Contextual Client Selection for Efficient Federated Learning Over Edge Devices. IEEE Trans. Mob. Comput. 23 (6) (2024)
Qiying Pan, Yifei Zhu, Lingyang Chu
Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices. CoRR (2023)
Qiying Pan, Yifei Zhu, Lingyang Chu
Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices. ICDE (2023)
Qiying Pan, Ruofan Wu, Tengfei Liu, Tianyi Zhang, Yifei Zhu, Weiqiang Wang
FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks. CoRR (2023)
Qiying Pan, Yifei Zhu
FedWalk: Communication Efficient Federated Unsupervised Node Embedding with Differential Privacy. CoRR (2022)
Qiying Pan, Yifei Zhu
FedWalk: Communication Efficient Federated Unsupervised Node Embedding with Differential Privacy. KDD (2022)