A single-timescale method for stochastic bilevel optimization T Chen, Y Sun, Q Xiao, W Yin International Conference on Artificial Intelligence and Statistics, 2466-2488, 2022 | 129 | 2022 |
Sharp-maml: Sharpness-aware model-agnostic meta learning M Abbas, Q Xiao, L Chen, PY Chen, T Chen International conference on machine learning, 10-32, 2022 | 60 | 2022 |
On Penalty-based Bilevel Gradient Descent Method H Shen, Q Xiao, T Chen arXiv preprint arXiv:2302.05185, 2023 | 22 | 2023 |
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization Q Xiao, H Shen, W Yin, T Chen International Conference on Artificial Intelligence and Statistics, 987-1023, 2023 | 21 | 2023 |
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition Q Xiao, S Lu, T Chen Advances in Neural Information Processing Systems 36, 2023 | 6* | 2023 |
Federated multi-armed bandit via uncoordinated exploration Z Yan, Q Xiao, T Chen, A Tajer ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 5 | 2022 |
Genome-wide association studies of brain imaging data via weighted distance correlation C Wen, Y Yang, Q Xiao, M Huang, W Pan, ... Bioinformatics 36 (19), 4942-4950, 2020 | 5 | 2020 |
Image denoising via K-SVD with primal-dual active set algorithm Q Xiao, C Wen, Z Yan Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020 | 1 | 2020 |
A Bilevel Optimization Method for Inverse Mean-Field Games J Yu, Q Xiao, T Chen, R Lai arXiv preprint arXiv:2401.05539, 2024 | | 2024 |
Lazy queries can reduce variance in zeroth-order optimization Q Xiao, Q Ling, T Chen IEEE Transactions on Signal Processing, 2023 | | 2023 |