Seuraa
Fusheng Liu
Fusheng Liu
National University of Singapore
Vahvistettu sähköpostiosoite verkkotunnuksessa u.nus.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
10*2023
Unraveling model-agnostic meta-learning via the adaptation learning rate
Y Zou, F Liu, Q Li
ICLR 2021, 2021
102021
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality
F Liu, H Yang, S Hayou, Q Li
Transactions on Machine Learning Research, 2022
7*2022
Cross-Domain Feature Augmentation for Domain Generalization
Y Liu, Y Zou, R Qiao, F Liu, ML Lee, W Hsu
IJCAI 2024, 2024
52024
From Generalization Analysis to Optimization Designs for State Space Models
F Liu, Q Li
ICML 2024, 2024
52024
Paid with Models: Optimal Contract Design for Collaborative Machine Learning
B Wang, Z Wu, F Liu, BKH Low
AAAI 2025, 2024
2024
Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models
F Liu, Q Li
ICLR 2025, 2024
2024
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Artikkelit 1–7