Shunxin Guo

PhD student, Southeast University

Joined

September 2022

Names

Shunxin Guo (Preferred)

,

GUO SHUNXIN

Emails

****@seu.edu.cn (Confirmed)

,

****@seu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Southeast University (seu.edu.cn)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2026

Coauthor

2021 – 2026

PhD Advisor

2021 – 2026

Expertise

No areas of expertise listed

Publications

DRDFL: Divide-and-conquer Collaboration for Efficient Ring-topology Decentralized Federated Learning
Shunxin Guo, Jiaqi Lv, Xin Geng
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
STHFL: Spatio-Temporal Heterogeneous Federated Learning
Shunxin Guo, Hongsong Wang, Shuxia Lin, Xu Yang, Xin Geng
- CoRR 2025
- Readers: Everyone
DFL$^2$G: Dynamic Agnostic Federated Learning with Learngene
Shunxin Guo, Jiaqi Lv, Qiufeng Wang, Xin Geng
- Submitted to ICLR 2025
- Readers: Everyone
Addressing Skewed Heterogeneity via Federated Prototype Rectification with Personalization
Shunxin Guo, Hongsong Wang, Shuxia Lin, Zhiqiang Kou, Xin Geng
- CoRR 2024
- Readers: Everyone
Dynamic heterogeneous federated learning with multi-level prototypes
Shunxin Guo, Hongsong Wang, Xin Geng
- Pattern Recognit. 2024
- Readers: Everyone
Dynamic Heterogeneous Federated Learning with Multi-Level Prototypes
Shunxin Guo, Hongsong Wang, Xin Geng
- CoRR 2023
- Readers: Everyone
Hierarchical classification of data with long-tailed distributions via global and local granulation
Hong Zhao, Shunxin Guo, Yaojin Lin
- Inf. Sci. 2021
- Readers: Everyone
Hierarchical classification with multi-path selection based on granular computing
Shunxin Guo, Hong Zhao
- Artif. Intell. Rev. 2021
- Readers: Everyone
Hierarchical feature selection with multi-granularity clustering structure
Shunxin Guo, Hong Zhao, Wenyuan Yang
- Inf. Sci. 2021
- Readers: Everyone

Co-Authors