Shunxin Guo

According to our database, Shunxin Guo authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Addressing Skewed Heterogeneity via Federated Prototype Rectification With Personalization.

Shunxin Guo, Hongsong Wang, Shuxia Lin, Zhiqiang Kou, Xin Geng

IEEE Trans. Neural Networks Learn. Syst., May, 2025

Harmonizing Generalization and Personalization in Ring-topology Decentralized Federated Learning.

Shunxin Guo, Jiaqi Lv, Xin Geng

CoRR, April, 2025

GENE-FL: Gene-Driven Parameter-Efficient Dynamic Federated Learning.

Shunxin Guo, Jiaqi Lv, Qiufeng Wang, Xin Geng

CoRR, April, 2025

STHFL: Spatio-Temporal Heterogeneous Federated Learning.

Shunxin Guo, Hongsong Wang, Shuxia Lin, Xu Yang, Xin Geng

CoRR, January, 2025

2024

Dynamic heterogeneous federated learning with multi-level prototypes.

Shunxin Guo, Hongsong Wang, Xin Geng

Pattern Recognit., 2024

2023

Dynamic Heterogeneous Federated Learning with Multi-Level Prototypes.

Shunxin Guo, Hongsong Wang, Xin Geng

CoRR, 2023

2021

Hierarchical classification of data with long-tailed distributions via global and local granulation.

Hong Zhao, Shunxin Guo, Yaojin Lin

Inf. Sci., 2021

Hierarchical feature selection with multi-granularity clustering structure.

Shunxin Guo, Hong Zhao, Wenyuan Yang

Inf. Sci., 2021

Hierarchical classification with multi-path selection based on granular computing.

Shunxin Guo, Hong Zhao

Artif. Intell. Rev., 2021