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Fusheng Liu
Title
Cited by
Cited by
Year
Unraveling model-agnostic meta-learning via the adaptation learning rate
Y Zou, F Liu, Q Li
International Conference on Learning Representations, 2021
82021
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality
F Liu, H Yang, S Hayou, Q Li
Transactions on Machine Learning Research 2022, 2022
6*2022
Data-free diversity-based ensemble selection for one-shot federated learning in machine learning model market
N Wang, W Feng, F Liu, M Duan, SK Ng
arXiv preprint arXiv:2302.11751, 2023
42023
From Generalization Analysis to Optimization Designs for State Space Models
F Liu, Q Li
ICML 2024 (arXiv:2405.02670), 2024
22024
Cross-Domain Feature Augmentation for Domain Generalization
Y Liu, Y Zou, R Qiao, F Liu, ML Lee, W Hsu
arXiv preprint arXiv:2405.08586, 2024
12024
Data-Free Diversity-Based Ensemble Selection for One-Shot Federated Learning
N Wang, W Feng, M Duan, F Liu, SK Ng
Transactions on Machine Learning Research, 2023
12023
Short optimization paths lead to good generalization
F Liu, H Yang, Q Li
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Articles 1–7