Maryam Abdolali

Journal Paper

1. "Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms"
   Maryam Abdolali, Nicolas Gillis
   Computer Science Review, Vol. 42,
2. "Adapt, agree, aggregate: semi-supervised ensemble labeling for graph convolutional networks"
   Maryam Abdolali, Romina Zakerian, Behnam Roshanfekr, Fardin Ayar, Mohammad Rahmati
   International Journal of Machine Learning and Cybernetics, Vol. 17, 2026
3. "A Unified Framework for Subspace Clustering: Unification of Graph Neural Networks, Attention, and Coding Rate Reduction"
   Behnam Roshanfekr, Mohammad Rahmati, Maryam Amirmazlaghani, Maryam Abdolali
   ACM Transactions on Intelligent Systems and Technology, Vol. 17, pp.1-25, 2026
4. "Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization"
   Maryam Abdolali, Giovanni Barbarino , Nicolas Gillis
   SIAM Journal on Imaging Sciences, Vol. 17, pp.2362-2391, 2024

Conference Paper

1. "18th Iranian Statistics Conference"
   Maryam Abdolali
   Preference-Based Reinforcement Learning and Adversarial Robustness, 2026
2. "18th Iranian Statistics Conference"
   Ahmadreza Momeni, Maryam Abdolali
   بهبود كيفيت پاسخگويي پزشكي بدون تنظيم دقيق مدل: يك رويكرد بازيابي محور مبتني بر Cross-Encoder و UMLS, 2026