Aida Tayebi

According to our database, Aida Tayebi authored at least 11 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Revisiting the <i>Six Human-Centered Artificial Intelligence Grand Challenges</i> in the Age of Generative AI.

Brent Winslow, Özlem Özmen Garibay, Tesh Goyal, Sean Koon, George Margetis, Gavriel Salvendy, Ben Shneiderman, Aida Tayebi, Laura Vardoulakis

Int. J. Hum. Comput. Interact., April, 2026

2025

FairContrast: Enhancing Fairness through Contrastive learning and Customized Augmenting Methods on Tabular Data.

Aida Tayebi, Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay

CoRR, October, 2025

Evaluating Fairness and Bias in Large Language Models for Tabular Data.

Aida Tayebi, Özlem Özmen Garibay

Proceedings of the Artificial Intelligence in HCI, 2025

2024

FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation.

Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Sina Abdidizaji, Özlem Özmen Garibay

Proceedings of the Research in Computational Molecular Biology, 2024

Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium.

Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Amirarsalan Rajabi, Aida Tayebi, Ivan Garibay, Ozlem O. Garibay

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Learning Fair Representations: Mitigating Statistical Dependencies.

Aida Tayebi, Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Niloofar Yousefi, Özlem Özmen Garibay

Proceedings of the Artificial Intelligence in HCI, 2024

2023

BindingSite-AugmentedDTA: enabling a next-generation pipeline for interpretable prediction models in drug repurposing.

Niloofar Yousefi, Mehdi Yazdani-Jahromi, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Tanumoy Banerjee, Agnivo Gosai, Ganesh Balasubramanian, Sudipta Seal, Özlem Özmen Garibay

Briefings Bioinform., May, 2023

Improving Fairness via Deep Ensemble Framework Using Preprocessing Interventions.

Aida Tayebi, Özlem Özmen Garibay

Proceedings of the Artificial Intelligence in HCI, 2023

2022

Distraction is All You Need for Fairness.

Mehdi Yazdani-Jahromi, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay

CoRR, 2022

AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification.

Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Sudipta Seal, Özlem Özmen Garibay

Briefings Bioinform., 2022

2020

A Stance Data Set on Polarized Conversations on Twitter about the Efficacy of Hydroxychloroquine as a Treatment for COVID-19.

Ece Çigdem Mutlu, Toktam A. Oghaz, Jasser Jasser, Ege Tütüncüler, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay, Ivan Garibay

CoRR, 2020