Mingyang Yi

Out-of-distribution Generalization with Causal Invariant Transformations

Ruoyu Wang, Mingyang Yi, Zhitang Chen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 39 citations

Artificial Intelligence, Engineering, Machine Learning +19

Stromal FOXF2 suppresses prostate cancer progression and metastasis by enhancing antitumor immunity

Deyong Jia, Zhicheng Zhou, Oh‐Joon Kwon et al. · Nature Communications · 2022 · 30 citations · Full text

Towards the Generalization of Contrastive Self-Supervised Learning

Weiran Huang, Mingyang Yi, Xuyang Zhao · arXiv (Cornell University) · 2021 · 21 citations · Full text

Positively Scale-Invariant Flatness of ReLU Neural Networks

Mingyang Yi, Qi Meng, Wei Chen et al. · arXiv (Cornell University) · 2019 · 11 citations · Full text

Artificial Intelligence, Relu Neural Networks, Generalization Bound +12

Improved OOD Generalization via Adversarial Training and Pretraing

Mingyang Yi, Lu Hou, Jiacheng Sun et al. · International Conference on Machine Learning · 2021 · 11 citations

Engineering, Machine Learning, Adversarial Machine Learning +4