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B. Bahrak

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#machine learning Preprint Sep 2026

Graph Neural Networks for Influence Maximization in Social Networks: An Unsupervised Minimum Dominating Set Approach

This paper presents a novel unsupervised GNN framework for the MDS problem that eliminates the need for ground-truth solutions during training, and achieves up to 55x faster inference than metaheuristic baselines and up to 14x faster inference than supervised learning approaches.

E. Ahmadi, M. Shirazi, B. Bahrak · 0 citations
Open access Jul 2026

Transformer-Based Price Personalization: Attention-Based Modeling of Willingness to Pay in Product Recommendation

This study introduces a Transformer-driven modeling approach that jointly performs product recommendation and personalized price-level assignment by modeling observed discount-level acceptance as an operational proxy for consumers’ willingness to pay (WTP).

Ali Mahdavian, Hadi Moradi, B. Bahrak · 0 citations
#natural language process... Preprint Aug 2026

PERCEPT: A Corpus for POS Tagging and Analysis of Persian-English Code-Mixing

This work introduces PERCEPT, the first publicly available large-scale Persian-English code-mixed corpus annotated with Universal Dependencies POS tags for code-mixed words, and conducts the first comprehensive linguistic analysis of Persian-English code-mixing across multiple social media platforms.

Ghazal Kalhor, Zahra Jafari, Amirarsalan Shahbazi et al. · 0 citations

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