Chikai Shang

According to our database, Chikai Shang authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized Federated Learning.

Shihao Hou, Chikai Shang, Zhiheng Yang, Jiacheng Yang, Xinyi Shang, Junlong Gao, Yiqun Zhang, Yang Lu

CoRR, May, 2026

CoAction: Cross-task Correlation-aware Pareto Set Learning.

Xinyue Chen, Yingxuan Liang, Yiqin Huang, Chikai Shang, Hai-Lin Liu, Fangqing Gu

CoRR, May, 2026

Decision Boundary-aware Generation for Long-tailed Learning.

Jiacheng Yang, Ruichi Zhang, Chikai Shang, Mengke Li, Xinyi Shang, Junlong Gao, Yonggang Zhang, Yang Lu

CoRR, May, 2026

CUE: Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed Learning.

Ruichi Zhang, Chikai Shang, Jiacheng Yang, Mengke Li, Yang Zhou, Junlong Gao, Yang Lu

CoRR, May, 2026

ELSA: Efficient LLM-Centric Split Aggregation for Privacy-Aware Hierarchical Federated Learning over Resource-Constrained Edge Networks.

Xiaohong Yang, Tong Xie, Minghui Liwang, Chikai Shang, Yang Lu, Zhenzhen Jiao, Liqun Fu, Seyyedali Hosseinalipour

CoRR, January, 2026

2025

Iterative Prompt Relocation for Distribution-Adaptive Visual Prompt Tuning.

Chikai Shang, Mengke Li, Yiqun Zhang, Zhen Chen, Jinlin Wu, Fangqing Gu, Yang Lu, Yiu-ming Cheung

CoRR, March, 2025

PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation.

Chikai Shang, Mengke Li, Yiqun Zhang, Zhen Chen, Jinlin Wu, Fangqing Gu, Yang Lu, Yiu-ming Cheung

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

A New Paradigm for Enhancing Ensemble Learning Through Parameter Diversification.

Jiaqi Jiang, Fangqing Gu, Chikai Shang

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Collaborative Pareto Set Learning in Multiple Multi-Objective Optimization Problems.

Chikai Shang, Rongguang Ye, Jiaqi Jiang, Fangqing Gu

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

An Evolutionary Multiobjective Optimization Algorithm Based on Manifold Learning.

Jiaqi Jiang, Fangqing Gu, Chikai Shang

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Evolutionary Multi-model Federated Learning on Malicious and Heterogeneous Data.

Chikai Shang, Fangqing Gu, Jiaqi Jiang

Proceedings of the IEEE International Conference on Data Mining, 2023