Feihu Huang
University of Pittsburgh
H-index: 16
North America-United States
Top articles of Feihu Huang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Communication-Efficient Federated Bilevel Optimization with Global and Local Lower Level Problems | Junyi Li Feihu Huang Heng Huang | 2023/11/2 | |
Adaptive Federated Minimax Optimization with Lower complexities | AISTATS 2024 | Feihu Huang | 2024/1/20 |
FedDA: Faster Adaptive Gradient Methods for Federated Constrained Optimization | Junyi Li Feihu Huang Heng Huang | 2024/3/7 | |
Adagda: Faster adaptive gradient descent ascent methods for minimax optimization | AISTATS 2023 | Feihu Huang Xidong Wu Zhengmian Hu | 2023 |
Near-optimal decentralized momentum method for nonconvex-pl minimax problems | arXiv preprint arXiv:2304.10902 | Feihu Huang Songcan Chen | 2023/4/21 |
Gradient Descent Ascent for Minimax Problems on Riemannian Manifolds | IEEE Transactions on Pattern Analysis and Machine Intelligence | Feihu Huang Shangqian Gao | 2023/1/4 |
On momentum-based gradient methods for bilevel optimization with nonconvex lower-level | arXiv preprint arXiv:2303.03944 | Feihu Huang | 2023/3/7 |
Enhanced adaptive gradient algorithms for nonconvex-PL minimax optimization | arXiv preprint arXiv:2303.03984 | Feihu Huang | 2023/3/7 |
Nonconvex zeroth-order stochastic admm methods with lower function query complexity | arXiv preprint arXiv:1907.13463 | Feihu Huang Shangqian Gao Jian Pei Heng Huang | 2019/7/30 |
Faster Adaptive Federated Learning | AAAI 2023 | Xidong Wu Feihu Huang Zhengmian Hu Heng Huang | 2023/1/2 |
Adaptive Mirror Descent Bilevel Optimization | arXiv preprint arXiv:2311.04520 | Feihu Huang | 2023/11/8 |
Structural Alignment for Network Pruning through Partial Regularization | Shangqian Gao Zeyu Zhang Yanfu Zhang Feihu Huang Heng Huang | 2023 | |
Escaping Saddle Point Efficiently in Minimax and Bilevel Optimizations | Wenhan Xian Feihu Huang Heng Huang | 2023/10/13 | |
Enhanced bilevel optimization via bregman distance | Advances in Neural Information Processing Systems | Feihu Huang Junyi Li Shangqian Gao Heng Huang | 2022/12/6 |
Disentangled differentiable network pruning | Shangqian Gao Feihu Huang Yanfu Zhang Heng Huang | 2022/10/23 | |
Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization | Journal of Machine Learning Research | Feihu Huang Shangqian Gao Jian Pei Heng Huang | 2022 |
Communication-Efficient Adam-Type Algorithms for Distributed Data Mining | ICDM 2022 | Wenhan Xian Feihu Huang Heng Huang | 2022/10/14 |
Riemannian gradient methods for stochastic composition problems | Neural Networks | Feihu Huang Shangqian Gao | 2022/9/1 |
Fast stochastic recursive momentum methods for imbalanced data mining | Xidong Wu Feihu Huang Heng Huang | 2022/11/28 | |
Local stochastic bilevel optimization with momentum-based variance reduction | arXiv preprint arXiv:2205.01608 | Junyi Li Feihu Huang Heng Huang | 2022/5/3 |
Co-Authors
