Ph.D. Student @ NUS
Data-Free Diversity-Based Ensemble Selection for One-Shot Federated Learning
Naibo Wang, Wenjie Feng, yuchen deng, Moming Duan, Fusheng Liu, See-Kiong Ng.
Transactions on Machine Learning Research 2023
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality
Fusheng Liu, Haizhao Yang, Soufiane Hayou, Qianxiao Li.
Transactions on Machine Learning Research 2022
Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
Yingtian Zou, Fusheng Liu, Qianxiao Li.
International Conference on Learning Representations 2022