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🏛 Key Laboratory of Data and Intelligent System Security Ministry of Education

2 papers across 2 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Federated Continual Learning via Orchestrating Multi-Scale Expertise
#4013 · Xiaoyang Yi, Yang Liu, Binhan Yang, Jian Zhang

We propose MultiFCL, a novel FCL framework that fine-tunes PTMs to adapt to FCL while preserving their strong generalization capabilities.

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Enhancing Zero-Shot Black-Box Optimization via Pretrained Models with Efficient Population Modeling, Interaction, and Stable Gradient Approximation
#711 · Muqi Han, Xiaobin Li, Kai Wu, Xiaoyu Zhang, Handing Wang