Aida Tayebi

13 papers A* 1B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Revisiting the
Int. J. Hum. Comput. Interact.
Brent Winslow, Özlem Özmen Garibay, Tesh Goyal, Sean Koon, George Margetis, Gavriel Salvendy, Ben Shneiderman, Aida Tayebi, Laura Vardoulakis
2025 — conf
Evaluating Fairness and Bias in Large Language Models for Tabular Data.
HCI (55)
Aida Tayebi, Özlem Özmen Garibay
2025 J jnl
FairContrast: Enhancing Fairness through Contrastive learning and Customized Augmenting Methods on Tabular Data.
CoRR
Aida Tayebi, Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay
2024 A* conf
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium.
NeurIPS
Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Amirarsalan Rajabi, Aida Tayebi, Ivan Garibay, Ozlem O. Garibay
2024 J jnl
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium.
CoRR
Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Amirarsalan Rajabi, Aida Tayebi, Ivan Garibay, Özlem Özmen Garibay
2024 B conf
FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation.
RECOMB
Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Sina Abdidizaji, Özlem Özmen Garibay
2024 — conf
Learning Fair Representations: Mitigating Statistical Dependencies.
HCI (52)
Aida Tayebi, Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Niloofar Yousefi, Özlem Özmen Garibay
2023 J jnl
BindingSite-AugmentedDTA: enabling a next-generation pipeline for interpretable prediction models in drug repurposing.
Briefings Bioinform.
Niloofar Yousefi, Mehdi Yazdani-Jahromi, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Tanumoy Banerjee, Agnivo Gosai, Ganesh Balasubramanian, Sudipta Seal, Özlem Özmen Garibay
2023 J jnl
FragXsiteDTI: Revealing Responsible Segments in Drug-Target Interaction with Transformer-Driven Interpretation.
CoRR
Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Sina Abdidizaji, Özlem Özmen Garibay
2023 — conf
Improving Fairness via Deep Ensemble Framework Using Preprocessing Interventions.
HCI (40)
Aida Tayebi, Özlem Özmen Garibay
2022 J jnl
AttentionSiteDTI: an interpretable graph-based model for drug-target interaction prediction using NLP sentence-level relation classification.
Briefings Bioinform.
Mehdi Yazdani-Jahromi, Niloofar Yousefi, Aida Tayebi, Elayaraja Kolanthai, Craig J. Neal, Sudipta Seal, Özlem Özmen Garibay
2022 J jnl
Distraction is All You Need for Fairness.
CoRR
Mehdi Yazdani-Jahromi, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay
2020 J jnl
A Stance Data Set on Polarized Conversations on Twitter about the Efficacy of Hydroxychloroquine as a Treatment for COVID-19.
CoRR
Ece Çigdem Mutlu, Toktam A. Oghaz, Jasser Jasser, Ege Tütüncüler, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay, Ivan Garibay