Orthogonal Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD). - Miaoyan Wang; Yun S. Song (CoRR, 2016)

Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD). - Miaoyan Wang; Yun S. Song (AISTATS, 2017)

Multiway clustering via tensor block models. - Miaoyan Wang; Yuchen Zeng (NeurIPS, 2019)

Generalized tensor regression with covariates on multiple modes. - Zhuoyan Xu; Jiaxin Hu 001; Miaoyan Wang (CoRR, 2019)

Group-Sparsity-Based Super-Resolution Dipole Orientation Mapping. - Long Chen; Miaoyan Wang; Xu Zhang 035; Michael Zhang; Yucheng Hu; Zuoqiang Shi; Peng Xi; Juntao Gao (IEEE Trans. Medical Imaging, 2019)

Tensor denoising and completion based on ordinal observations. - Chanwoo Lee; Miaoyan Wang (ICML, 2020)

Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality. - Miaoyan Wang; Lexin Li (J. Mach. Learn. Res., 2020)

Beyond the Signs: Nonparametric Tensor Completion via Sign Series. - Chanwoo Lee; Miaoyan Wang (NeurIPS, 2021)

Nonparametric Trace Regression in High Dimensions via Sign Series Representation. - Chanwoo Lee; Lexin Li; Hao Helen Zhang; Miaoyan Wang (CoRR, 2021)

Smooth tensor estimation with unknown permutations. - Chanwoo Lee; Miaoyan Wang (CoRR, 2021)

Generalized Tensor Decomposition With Features on Multiple Modes. - Jiaxin Hu 001; Chanwoo Lee; Miaoyan Wang (J. Comput. Graph. Stat., 2022)

Multiway Spherical Clustering Via Degree-Corrected Tensor Block Models. - Jiaxin Hu 001; Miaoyan Wang (IEEE Trans. Inf. Theory, 2023)

A spectral framework to map QTLs affecting joint differential networks of gene co-expression. - Jiaxin Hu 001; Jesse N. Weber; Lauren E. Fuess; Natalie C. Steinel; Daniel I. Bolnick; Miaoyan Wang (PLoS Comput. Biol., 2025)