Shunxin Guo

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
ALPSB: Adaptive learngene with plastic and stable branches.
Pattern Recognit.
Shuxia Lin, Xu Yang, Qiufeng Wang, Shunxin Guo, Zhiqiang Kou, Xin Geng
2026 J jnl
Corrigendum to "ALPSB: Adaptive Learngene with Plastic and Stable Branches" [Pattern Recognition 172 (2026) 112623].
Pattern Recognit.
Shuxia Lin, Xu Yang, Qiufeng Wang, Shunxin Guo, Zhiqiang Kou, Xin Geng
2025 J jnl
Addressing Skewed Heterogeneity via Federated Prototype Rectification With Personalization.
IEEE Trans. Neural Networks Learn. Syst.
Shunxin Guo, Hongsong Wang, Shuxia Lin, Zhiqiang Kou, Xin Geng
2025 J jnl
GENE-FL: Gene-Driven Parameter-Efficient Dynamic Federated Learning.
CoRR
Shunxin Guo, Jiaqi Lv, Qiufeng Wang, Xin Geng
2025 J jnl
Harmonizing Generalization and Personalization in Ring-topology Decentralized Federated Learning.
CoRR
Shunxin Guo, Jiaqi Lv, Xin Geng
2025 J jnl
STHFL: Spatio-Temporal Heterogeneous Federated Learning.
CoRR
Shunxin Guo, Hongsong Wang, Shuxia Lin, Xu Yang, Xin Geng
2024 J jnl
Addressing Skewed Heterogeneity via Federated Prototype Rectification with Personalization.
CoRR
Shunxin Guo, Hongsong Wang, Shuxia Lin, Zhiqiang Kou, Xin Geng
2024 J jnl
Dynamic heterogeneous federated learning with multi-level prototypes.
Pattern Recognit.
Shunxin Guo, Hongsong Wang, Xin Geng
2023 J jnl
Dynamic Heterogeneous Federated Learning with Multi-Level Prototypes.
CoRR
Shunxin Guo, Hongsong Wang, Xin Geng
2021 J jnl
Hierarchical classification of data with long-tailed distributions via global and local granulation.
Inf. Sci.
Hong Zhao, Shunxin Guo, Yaojin Lin
2021 J jnl
Hierarchical classification with multi-path selection based on granular computing.
Artif. Intell. Rev.
Shunxin Guo, Hong Zhao
2021 J jnl
Hierarchical feature selection with multi-granularity clustering structure.
Inf. Sci.
Shunxin Guo, Hong Zhao, Wenyuan Yang