Chen, Yingyi

6 publications

ICML 2024 Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström Method Qinghua Tao, Francesco Tonin, Alex Lambert, Yingyi Chen, Panagiotis Patrinos, Johan Suykens

CVPR 2024 SURE: SUrvey REcipes for Building Reliable and Robust Deep Networks Yuting Li, Yingyi Chen, Xuanlong Yu, Dexiong Chen, Xi Shen

ICML 2024 Self-Attention Through Kernel-Eigen Pair Sparse Variational Gaussian Processes Yingyi Chen, Qinghua Tao, Francesco Tonin, Johan Suykens

NeurIPS 2023 Primal-Attention: Self-Attention Through Asymmetric Kernel SVD in Primal Representation Yingyi Chen, Qinghua Tao, Francesco Tonin, Johan Suykens

AISTATS 2021 Fast Learning in Reproducing Kernel Krein Spaces via Signed Measures Fanghui Liu, Xiaolin Huang, Yingyi Chen, Johan Suykens

CVPRW 2021 Boosting Co-Teaching with Compression Regularization for Label Noise Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A. K. Suykens