Automatic segmentation of mandibular canal in cone beam CT images using conditional statistical shape model and fast marching. - Fatemeh Abdolali; Reza Aghaeizadeh Zoroofi; Maryam Abdolali; Futoshi Yokota; Yoshito Otake; Yoshinobu Sato (Int. J. Comput. Assist. Radiol. Surg., 2017)

Multiscale Decomposition in Low-Rank Approximation. - Maryam Abdolali; Mohammad Rahmati (IEEE Signal Process. Lett., 2017)

From Local to Global Subspace Clustering for Image Data. - Maryam Abdolali; Mohammad Rahmati (ICASSP, 2019)

Robust subspace clustering for image data using clean dictionary estimation and group lasso based matrix completion. - Maryam Abdolali; Mohammad Rahmati (J. Vis. Commun. Image Represent., 2019)

Scalable and robust sparse subspace clustering using randomized clustering and multilayer graphs. - Maryam Abdolali; Nicolas Gillis; Mohammad Rahmati (Signal Process., 2019)

Neither global nor local: A hierarchical robust subspace clustering for image data. - Maryam Abdolali; Mohammad Rahmati (Inf. Sci., 2020)

Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms. - Maryam Abdolali; Nicolas Gillis (Comput. Sci. Rev., 2021)

Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability and Provably Correct Algorithms. - Maryam Abdolali; Nicolas Gillis (SIAM J. Math. Data Sci., 2021)

Subspace Clustering Using Unsupervised Data Augmentation. - Maryam Abdolali; Nicolas Gillis (ICASSP, 2022)

Revisiting data augmentation for subspace clustering. - Maryam Abdolali; Nicolas Gillis (Knowl. Based Syst., 2022)

Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization. - Maryam Abdolali; Giovanni Barbarino; Nicolas Gillis (SIAM J. Imaging Sci., 2024)

Adapt, Agree, Aggregate: Semi-Supervised Ensemble Labeling for Graph Convolutional Networks. - Maryam Abdolali; Romina Zakerian; Behnam Roshanfekr; Fardin Ayar; Mohammad Rahmati (CoRR, 2025)