Weijie Liu

PhD student, The University of Hong Kong

Joined

January 2024

Names

Weijie Liu (Preferred)

Emails

****@mail2.sysu.edu.cn (Confirmed)

****@connect.hku.hk (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

The University of Hong Kong (hku.hk)

2024 – 2028

MS student

Sun Yat-Sen University (mail2.sysu.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Edith C. H. Ngai

2024 – Present

Coauthor

Xiaoxi Zhang

2021 – 2024

Expertise

Federated Learning

Present

Edge Computing

Present

Publications

DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
- IEEE Trans. Mob. Comput. 2024
- Readers: Everyone
FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients
Han Liang, Ziwei Zhan, Weijie Liu, Xiaoxi Zhang, Chee Wei Tan, Xu Chen
- ECAI 2024
- Readers: Everyone
FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation
Ziwei Zhan, Wenkuan Zhao, Yuanqing Li, Weijie Liu, Xiaoxi Zhang, Chee Wei Tan, Chuan Wu, Deke Guo, Xu Chen
- CoRR 2024
- Readers: Everyone
Adaptive Personalized Federated Learning for Non-IID Data with Continual Distribution Shift
Sisi Chen, Weijie Liu, Xiaoxi Zhang, Hong Xu, Wanyu Lin, Xu Chen
- IWQoS 2024
- Readers: Everyone
Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
- INFOCOM Workshops 2023
- Readers: Everyone
AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
- IWQoS 2023
- Readers: Everyone
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
- CoRR 2023
- Readers: Everyone

Weijie Liu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets

FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients

FedMoE-DA: Federated Mixture of Experts via Domain Aware Fine-grained Aggregation

Adaptive Personalized Federated Learning for Non-IID Data with Continual Distribution Shift

Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency

AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning

DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset

Co-Authors