Zirui Lian

Joined

November 2022

Names

Zirui Lian (Preferred)

Emails

****@mail.ustc.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

University of Science and Technology of China (ustc.edu.cn)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Xuehai Zhou

2019 – 2025

Expertise

deep learning、edge computing、federated learning

2019 – 2024

Publications

NebulaFL: Self-Organizing Efficient Multilayer Federated Learning Framework With Adaptive Load Tuning in Heterogeneous Edge Systems
Zirui Lian, Jing Cao, Qianyue Cao, Weihong Liu, Zongwei Zhu, Xuehai Zhou
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2024
- Readers: Everyone
Arch2End: Two-Stage Unified System-Level Modeling for Heterogeneous Intelligent Devices
Weihong Liu, Zongwei Zhu, Boyu Li, Yi Xiong, Zirui Lian, Jiawei Geng, Xuehai Zhou
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2024
- Readers: Everyone
GOFL: An Accurate and Efficient Federated Learning Framework Based on Gradient Optimization in Heterogeneous IoT Systems
Zirui Lian, Jing Cao, Zongwei Zhu, Xuehai Zhou, Weihong Liu
- IEEE Internet Things J. 2024
- Readers: Everyone
Ace-Sniper: Cloud-Edge Collaborative Scheduling Framework With DNN Inference Latency Modeling on Heterogeneous Devices
Weihong Liu, Jiawei Geng, Zongwei Zhu, Yang Zhao, Cheng Ji, Changlong Li, Zirui Lian, Xuehai Zhou
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2024
- Readers: Everyone
FedNorm: An Efficient Federated Learning Framework with Dual Heterogeneity Coexistence on Edge Intelligence Systems
Zirui Lian, Weihong Liu, Jing Cao, Zongwei Zhu, Xuehai Zhou
- ICCD 2022
- Readers: Everyone
Sniper: cloud-edge collaborative inference scheduling with neural network similarity modeling
Weihong Liu, Jiawei Geng, Zongwei Zhu, Jing Cao, Zirui Lian
- DAC 2022
- Readers: Everyone
AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems
Zirui Lian, Jing Cao, Yanru Zuo, Weihong Liu, Zongwei Zhu
- ICCD 2021
- Readers: Everyone
HADFL: Heterogeneity-aware Decentralized Federated Learning Framework
Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu, Cheng Ji
- CoRR 2021
- Readers: Everyone