Self-Paced Multi-Label Learning with Diversity. - Seyed Amjad Seyedi; S. Siamak Ghodsi; Fardin Akhlaghian Tab; Mahdi Jalili; Parham Moradi (ACML, 2019)

Dynamic graph-based label propagation for density peaks clustering. - Seyed Amjad Seyedi; Abdulrahman Lotfi; Parham Moradi; Nooruldeen Nasih Qader (Expert Syst. Appl., 2019)

Deep Autoencoder-like NMF with Contrastive Regularization and Feature Relationship Preservation. - Navid Salahian; Fardin Akhlaghian Tab; Seyed Amjad Seyedi; Jovan Chavoshinejad (Expert Syst. Appl., 2023)

Elastic adversarial deep nonnegative matrix factorization for matrix completion. - Seyed Amjad Seyedi; Fardin Akhlaghian Tab; Abdulrahman Lotfi; Navid Salahian; Jovan Chavoshinejad (Inf. Sci., 2023)

Self-supervised semi-supervised nonnegative matrix factorization for data clustering. - Jovan Chavoshinejad; Seyed Amjad Seyedi; Fardin Akhlaghian Tab; Navid Salahian (Pattern Recognit., 2023)

Link prediction by adversarial Nonnegative Matrix Factorization. - Reza Mahmoodi; Seyed Amjad Seyedi; Fardin Akhlaghian Tab; Alireza Abdollahpouri (Knowl. Based Syst., 2023)

Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering. - Siamak Ghodsi; Seyed Amjad Seyedi; Eirini Ntoutsi (PAKDD (1), 2024)

Diverse joint nonnegative matrix tri-factorization for attributed graph clustering. - Arina Mohammadi; Seyed Amjad Seyedi; Fardin Akhlaghian Tab; Rojiar Pir Mohammadiani (Appl. Soft Comput., 2024)

Enhancing link prediction through adversarial training in deep Nonnegative Matrix Factorization. - Reza Mahmoodi; Seyed Amjad Seyedi; Alireza Abdollahpouri; Fardin Akhlaghian Tab (Eng. Appl. Artif. Intell., 2024)

Multi-label feature selection with global and local label correlation. - Mohammad Faraji; Seyed Amjad Seyedi; Fardin Akhlaghian Tab; Reza Mahmoodi (Expert Syst. Appl., 2024)

Unsupervised feature selection using orthogonal encoder-decoder factorization. - Maryam Mozafari; Seyed Amjad Seyedi; Rojiar Pir Mohammadiani; Fardin Akhlaghian Tab (Inf. Sci., 2024)

Deep asymmetric nonnegative matrix factorization for graph clustering. - Akram Hajiveiseh; Seyed Amjad Seyedi; Fardin Akhlaghian Tab (Pattern Recognit., 2024)

A new bi-level deep human action representation structure based on the sequence of sub-actions. - Fardin Akhlaghian Tab; Mohsen Ramezani; Hadi Afshoon; Seyed Amjad Seyedi; Atefeh Moradyani (Neural Comput. Appl., 2025)

Instance-wise distributionally robust nonnegative matrix factorization. - Wafa Barkhoda; Seyed Amjad Seyedi; Nicolas Gillis; Fardin Akhlaghian Tab (Pattern Recognit., 2026)

Encoder-Decoder nonnegative matrix factorization with β-divergence for data clustering. - Sayvan Soleymanbaigi; Seyed Amjad Seyedi; Fardin Akhlaghian Tab; Fatemeh Daneshfar (Pattern Recognit., 2026)