Regularized principal components of heritability. - Yixin Fang; Yang Feng 002; Ming Yuan 001 (Comput. Stat., 2014)

APPLE: approximate path for penalized likelihood estimators. - Yi Yu; Yang Feng 002 (Stat. Comput., 2014)

JDINAC: joint density-based non-parametric differential interaction network analysis and classification using high-dimensional sparse omics data. - Jiadong Ji; Di He 003; Yang Feng 002; Yong He; Fuzhong Xue; Lei Xie 006 (Bioinform., 2017)

A likelihood-ratio type test for stochastic block models with bounded degrees. - Mingao Yuan; Yang Feng 002; Zuofeng Shang (CoRR, 2018)

A Kronecker Product Model for Repeated Pattern Detection on 2D Urban Images. - Juan Liu 009; Emmanouil Z. Psarakis; Yang Feng 002; Ioannis Stamos (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Transfer Learning under High-dimensional Generalized Linear Models. - Ye Tian; Yang Feng 002 (CoRR, 2021)

Neyman-Pearson Multi-class Classification via Cost-sensitive Learning. - Ye Tian; Yang Feng 002 (CoRR, 2021)

RaSE: Random Subspace Ensemble Classification. - Ye Tian; Yang Feng 002 (J. Mach. Learn. Res., 2021)

Imbalanced classification: A paradigm-based review. - Yang Feng 002; Min Zhou; Xin Tong (Stat. Anal. Data Min., 2021)

Unsupervised Multi-task and Transfer Learning on Gaussian Mixture Models. - Ye Tian; Haolei Weng; Yang Feng 002 (CoRR, 2022)

Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness. - Ye Tian; Yuqi Gu; Yang Feng 002 (CoRR, 2023)

Unsupervised Federated Learning: A Federated Gradient EM Algorithm for Heterogeneous Mixture Models with Robustness against Adversarial Attacks. - Ye Tian; Haolei Weng; Yang Feng 002 (CoRR, 2023)

Spectral Clustering via Adaptive Layer Aggregation for Multi-Layer Networks. - Sihan Huang; Haolei Weng; Yang Feng 002 (J. Comput. Graph. Stat., 2023)

Towards the Theory of Unsupervised Federated Learning: Non-asymptotic Analysis of Federated EM Algorithms. - Ye Tian; Haolei Weng; Yang Feng 002 (ICML, 2024)

Federated Transfer Learning with Differential Privacy. - Mengchu Li; Ye Tian; Yang Feng 002; Yi Yu (CoRR, 2024)