Lumin Liu - RankMe

13 papers B 2Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Communication-Efficient Federated Distillation: Theoretical Analysis and Performance Enhancement. IEEE Internet Things J. Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024	B	`conf`	Quantization and Privacy Noise Co-Design for Utility-Privacy-Communication Trade-off in Federated Learning. GLOBECOM Lumin Liu, Yuyi Mao, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024	J	`jnl`	The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective. CoRR Tianqu Kang, Lumin Liu, Hengtao He, Jun Zhang, Shenghui Song, Khaled B. Letaief
2024	—	`conf`	The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective. MeditCom Tianqu Kang, Lumin Liu, Hengtao He, Jun Zhang, Shenghui Song, Khaled B. Letaief
2023	J	`jnl`	A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency. CoRR Jiawei Shao, Zijian Li, Wenqiang Sun, Tailin Zhou, Yuchang Sun, Lumin Liu, Zehong Lin, Jun Zhang
2023	B	`conf`	Binary Federated Learning with Client-Level Differential Privacy. GLOBECOM Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2023	J	`jnl`	Binary Federated Learning with Client-Level Differential Privacy. CoRR Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief
2023	J	`jnl`	Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design. IEEE Trans. Wirel. Commun. Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022	—	`conf`	Communication-Efficient Federated Distillation with Active Data Sampling. ICC Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2022	J	`jnl`	Communication-Efficient Federated Distillation with Active Data Sampling. CoRR Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2021	J	`jnl`	Hierarchical Quantized Federated Learning: Convergence Analysis and System Design. CoRR Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2020	—	`conf`	Client-Edge-Cloud Hierarchical Federated Learning. ICC Lumin Liu, Jun Zhang, Shenghui Song, Khaled B. Letaief
2019	J	`jnl`	Edge-Assisted Hierarchical Federated Learning with Non-IID Data. CoRR Lumin Liu, Jun Zhang, Shenghui Song, Khaled Ben Letaief