Zirui Lian

12 papers A* 3C 2Journal 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
CSCL: Bridging the plasticity-stability gap in continuous supervised contrastive learning.
Neural Networks
Yi Xiong, Liqi Xiang, Qianyue Cao, Zongwei Zhu, Zirui Lian, Jing Cao, Xuehai Zhou
2026 A* conf
PPFL: A Parameter Behavior-Driven Plug-in Personalization Engine for Federated Learning.
AAAI
Qianyue Cao, Zongwei Zhu, Zirui Lian, Rui Zhang, Boyu Li, Yi Xiong, Xuehai Zhou
2025 J jnl
HaloFL: Efficient Heterogeneity-Aware Federated Learning Through Optimal Submodel Extraction and Dynamic Sparse Adjustment.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zirui Lian, Qianyue Cao, Chao Liang, Jing Cao, Zongwei Zhu, Zhi Yang, Cheng Ji, Changlong Li, Xuehai Zhou
2024 J jnl
Ace-Sniper: Cloud-Edge Collaborative Scheduling Framework With DNN Inference Latency Modeling on Heterogeneous Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weihong Liu, Jiawei Geng, Zongwei Zhu, Yang Zhao, Cheng Ji, Changlong Li, Zirui Lian, Xuehai Zhou
2024 J jnl
Arch2End: Two-Stage Unified System-Level Modeling for Heterogeneous Intelligent Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weihong Liu, Zongwei Zhu, Boyu Li, Yi Xiong, Zirui Lian, Jiawei Geng, Xuehai Zhou
2024 J jnl
GOFL: An Accurate and Efficient Federated Learning Framework Based on Gradient Optimization in Heterogeneous IoT Systems.
IEEE Internet Things J.
Zirui Lian, Jing Cao, Zongwei Zhu, Xuehai Zhou, Weihong Liu
2024 J jnl
NebulaFL: Self-Organizing Efficient Multilayer Federated Learning Framework With Adaptive Load Tuning in Heterogeneous Edge Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Zirui Lian, Jing Cao, Qianyue Cao, Weihong Liu, Zongwei Zhu, Xuehai Zhou
2022 C conf
FedNorm: An Efficient Federated Learning Framework with Dual Heterogeneity Coexistence on Edge Intelligence Systems.
ICCD
Zirui Lian, Weihong Liu, Jing Cao, Zongwei Zhu, Xuehai Zhou
2022 A* conf
Sniper: cloud-edge collaborative inference scheduling with neural network similarity modeling.
DAC
Weihong Liu, Jiawei Geng, Zongwei Zhu, Jing Cao, Zirui Lian
2021 C conf
AGQFL: Communication-efficient Federated Learning via Automatic Gradient Quantization in Edge Heterogeneous Systems.
ICCD
Zirui Lian, Jing Cao, Yanru Zuo, Weihong Liu, Zongwei Zhu
2021 A* conf
HADFL: Heterogeneity-aware Decentralized Federated Learning Framework.
DAC
Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu, Cheng Ji
2021 J jnl
HADFL: Heterogeneity-aware Decentralized Federated Learning Framework.
CoRR
Jing Cao, Zirui Lian, Weihong Liu, Zongwei Zhu, Cheng Ji