Yucheng Lu
Cornell University
H-index: 9
North America-United States
Top articles of Yucheng Lu
Coordinating Distributed Example Orders for Provably Accelerated Training
2023/11/2
CocktailSGD: Fine-tuning foundation models over 500Mbps networks
2023/7/3
Step: Learning n: M structured sparsity masks from scratch with precondition
2023/7/3
Yucheng Lu
H-Index: 2
Christopher De Sa
H-Index: 21
Provably Efficient Model Training Over Centralized and Decentralized Datasets
2023
Yucheng Lu
H-Index: 2
Decentralized learning: Theoretical optimality and practical improvements
Journal of Machine Learning Research
2023
Yucheng Lu
H-Index: 2
Christopher De Sa
H-Index: 21
GraB: Finding Provably Better Data Permutations than Random Reshuffling
Advances in Neural Information Processing Systems
2022/12/6
Yucheng Lu
H-Index: 2
Wentao Guo
H-Index: 1
Maximizing communication efficiency for large-scale training via 0/1 adam
arXiv preprint arXiv:2202.06009
2022/2/12
Yucheng Lu
H-Index: 2
Christopher De Sa
H-Index: 21
Hyperparameter optimization is deceiving us, and how to stop it
Advances in Neural Information Processing Systems
2021/12/6
Yucheng Lu
H-Index: 2
A general analysis of example-selection for stochastic gradient descent
2021/10/6
Variance Reduced Training with Stratified Sampling for Forecasting Models
2021/7/1
Optimal Complexity in Decentralized Training
2021/7/1
Yucheng Lu
H-Index: 2
Christopher De Sa
H-Index: 21
Mixml: A unified analysis of weakly consistent parallel learning
arXiv preprint arXiv:2005.06706
2020/5/14
Yucheng Lu
H-Index: 2
Christopher De Sa
H-Index: 21
Moniqua: Modulo Quantized Communication in Decentralized SGD
2020/11/21
Yucheng Lu
H-Index: 2
Christopher De Sa
H-Index: 21
Adaptive diffusion of sensitive information in online social networks
IEEE Transactions on Knowledge and Data Engineering
2020/1/6
Xudong Wu
H-Index: 3
Yucheng Lu
H-Index: 2
