Yingyu Liang
University of Wisconsin-Madison
H-index: 36
North America-United States
Top articles of Yingyu Liang
Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning
arXiv preprint arXiv:2402.15017
2024/2/22
Provable guarantees for neural networks via gradient feature learning
Advances in Neural Information Processing Systems
2024/2/13
Yingyu Liang
H-Index: 25
Fourier Circuits in Neural Networks: Unlocking the Potential of Large Language Models in Mathematical Reasoning and Modular Arithmetic
arXiv preprint arXiv:2402.09469
2024/2/12
Domain generalization via nuclear norm regularization
2024/1/8
Graph neural network for predicting the effective properties of polycrystalline materials: A comprehensive analysis
Computational Materials Science
2023/10/25
Yingyu Liang
H-Index: 25
Jia-Mian Hu
H-Index: 25
When and how does known class help discover unknown ones? provable understanding through spectral analysis
arXiv preprint arXiv:2308.05017
2023/8/9
Stratified adversarial robustness with rejection
2023
Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection
arXiv preprint arXiv:2305.17528
2023/5/27
Yang Guo
H-Index: 26
Xi Wu
H-Index: 4
Jiefeng Chen
H-Index: 5
Yingyu Liang
H-Index: 25
Somesh Jha
H-Index: 51
The trade-off between universality and label efficiency of representations from contrastive learning
2023
Jiefeng Chen
H-Index: 5
Jayaram Raghuram
H-Index: 4
Xi Wu
H-Index: 4
Yingyu Liang
H-Index: 25
Somesh Jha
H-Index: 51
Improving foundation models for few-shot learning via multitask finetuning
2023/2/8
Yin Li
H-Index: 12
Yingyu Liang
H-Index: 25
The Trade-off between Label Efficiency and Universality of Representations from Contrastive Learning
2022
Jiefeng Chen
H-Index: 5
Jayaram Raghuram
H-Index: 4
Xi Wu
H-Index: 4
Yingyu Liang
H-Index: 25
Somesh Jha
H-Index: 51
A theoretical analysis on feature learning in neural networks: Emergence from inputs and advantage over fixed features
arXiv preprint arXiv:2206.01717
2022/6/3
Yingyu Liang
H-Index: 25
Graph neural networks for an accurate and interpretable prediction of the properties of polycrystalline materials (vol 7, 103, 2021)
npj Computational Materials
2021/7/9
Yingyu Liang
H-Index: 25
Jia-Mian Hu
H-Index: 25
Attentive walk-aggregating graph neural networks
Transactions on Machine Learning Research
2022/4/27
Yingyu Liang
H-Index: 25
On the identifiability of mixtures of ranking models
arXiv preprint arXiv:2201.13132
2022/1/31
Xiaomin Zhang
H-Index: 4
Yingyu Liang
H-Index: 25
Author Correction: Graph neural networks for an accurate and interpretable prediction of the properties of polycrystalline materials
NPJ Computational Materials
2022
Yingyu Liang
H-Index: 25
Jia-Mian Hu
H-Index: 25
Deep online fused video stabilization
2022
Yingyu Liang
H-Index: 25
Best of Both Worlds: Towards Adversarial Robustness with Transduction and Rejection
2022/11/18
Xi Wu
H-Index: 4
Yang Guo
H-Index: 26
Jiefeng Chen
H-Index: 5
Yingyu Liang
H-Index: 25
Somesh Jha
H-Index: 51
Domain generalization with nuclear norm regularization
2022/10/21
Detecting errors and estimating accuracy on unlabeled data with self-training ensembles
Advances in Neural Information Processing Systems
2021/12/6
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