Следене
Yutong Dai
Yutong Dai
Потвърден имейл адрес: lehigh.edu - Начална страница
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Позовавания
Позовавания
Година
A comprehensive survey of ai-generated content (aigc): A history of generative ai from gan to chatgpt
Y Cao, S Li, Y Liu, Z Yan, Y Dai, PS Yu, L Sun
arXiv preprint arXiv:2303.04226, 2023
3222023
Local-global knowledge distillation in heterogeneous federated learning with non-iid data
D Yao, W Pan, Y Dai, Y Wan, X Ding, H Jin, Z Xu, L Sun
arXiv preprint arXiv:2107.00051, 2021
372021
FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization
D Yao, W Pan, MJ O'Neill, Y Dai, Y Wan, H Jin, L Sun
arXiv preprint arXiv:2111.14655v2, 2022
232022
Personalized edge intelligence via federated self-knowledge distillation
H Jin, D Bai, D Yao, Y Dai, L Gu, C Yu, L Sun
IEEE Transactions on Parallel and Distributed Systems 34 (2), 567-580, 2022
192022
Tackling data heterogeneity in federated learning with class prototypes
Y Dai, Z Chen, J Li, S Heinecke, L Sun, R Xu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7314-7322, 2023
152023
A subspace acceleration method for minimization involving a group sparsity-inducing regularizer
FE Curtis, Y Dai, DP Robinson
SIAM Journal on Optimization 32 (2), 545-572, 2022
92022
An adaptive half-space projection method for stochastic optimization problems with group sparse regularization
Y Dai, T Chen, G Wang, D Robinson
Transactions on Machine Learning Research, 2023
42023
Synchronous parallel block coordinate descent method for nonsmooth convex function minimization
Y Dai, Y Weng
Journal of Systems Science and Complexity 33 (2), 345-365, 2020
42020
FedGKD: Towards Heterogeneous Federated Learning via Global Knowledge Distillation
D Yao, W Pan, Y Dai, Y Wan, X Ding, C Yu, H Jin, Z Xu, L Sun
IEEE Transactions on Computers, 2023
32023
Memory-adaptive depth-wise heterogenous federated learning
K Zhang, Y Dai, H Wang, E Xing, X Chen, L Sun
arXiv preprint arXiv:2303.04887, 2023
32023
Toward robust imperceptible perturbation against unauthorized text-to-image diffusion-based synthesis
Y Liu, C Fan, Y Dai, X Chen, P Zhou, L Sun
arXiv preprint arXiv:2311.13127, 2023
22023
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization
Y Dai, G Wang, FE Curtis, DP Robinson
International Conference on Artificial Intelligence and Statistics, 5107-5133, 2023
12023
Inexact proximal-gradient methods with support identification
Y Dai, DP Robinson
arXiv preprint arXiv:2211.02214, 2022
12022
Structured Sparse Optimization
Y Dai
Lehigh University, 2024
2024
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