Özlem Özmen Garibay

34 papers B 1C 1Misc 1Journal 22Unranked 9

Year	Rank	Type	Title / 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	J	`jnl`	BoKDiff: Best-of-K Diffusion Alignment for Target-Specific 3D Molecule Generation. CoRR Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay
2025	J	`jnl`	Equi-mRNA: Protein Translation Equivariant Encoding for mRNA Language Models. CoRR Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Özlem Özmen Garibay
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	J	`jnl`	Agent-Based Modeling of C. Difficile Spread in Hospitals: Assessing Contribution of High-Touch vs. Low-Touch Surfaces and Inoculations' Containment Impact. CoRR Sina Abdidizaji, Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Ivan Garibay
2024	—	`conf`	Analyzing X's Web of Influence: Dissecting News Sharing Dynamics Through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures. ASONAM (1) Sina Abdidizaji, Alexander Baekey, Chathura Jayalath, Alexander V. Mantzaris, Özlem Özmen Garibay, Ivan Garibay
2024	J	`jnl`	Analyzing X's Web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures. CoRR Sina Abdidizaji, Alexander Baekey, Chathura Jayalath, Alexander V. Mantzaris, Özlem Özmen Garibay, Ivan Garibay
2024	J	`jnl`	Controlling the Misinformation Diffusion in Social Media by the Effect of Different Classes of Agents. CoRR Ali Khodabandeh Yalabadi, Mehdi Yazdani-Jahromi, Sina Abdidizaji, Ivan Garibay, Özlem Özmen 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	J	`jnl`	LLM-Mixer: Multiscale Mixing in LLMs for Time Series Forecasting. CoRR Md. Kowsher, Md. Shohanur Islam Sobuj, Nusrat Jahan Prottasha, E. Alejandro Alanis, Özlem Özmen Garibay, Niloofar Yousefi
2024	—	`conf`	Learning Fair Representations: Mitigating Statistical Dependencies. HCI (52) Aida Tayebi, Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, Niloofar Yousefi, Özlem Özmen Garibay
2024	J	`jnl`	Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning. CoRR Nusrat Jahan Prottasha, Asif Mahmud, Md. Shohanur Islam Sobuj, Prakash Bhat, Md. Kowsher, Niloofar Yousefi, Özlem Özmen Garibay
2023	J	`jnl`	Approaching (super)human intent recognition in stag hunt with the Naïve Utility Calculus generative model. Comput. Math. Organ. Theory Lux Miranda, 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	—	`conf`	Distance Correlation GAN: Fair Tabular Data Generation with Generative Adversarial Networks. HCI (40) Amirarsalan Rajabi, 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
2023	J	`jnl`	Six Human-Centered Artificial Intelligence Grand Challenges. Int. J. Hum. Comput. Interact. Özlem Özmen Garibay, Brent Winslow, Salvatore Andolina, Margherita Antona, Anja Bodenschatz, Constantinos K. Coursaris, Gregory Falco, Stephen M. Fiore, Ivan Garibay, Keri Grieman, John C. Havens, Marina Jirotka, Hernisa Kacorri, Waldemar Karwowski, Joseph T. Kider Jr., Joseph A. Konstan, Sean Koon, Mónica López-González, Iliana Maifeld-Carucci, Sean McGregor, Gavriel Salvendy, Ben Shneiderman, Constantine Stephanidis, Christina Strobel, Carolyn Ten Holter, Wei Xu
2023	—	`conf`	Through a Fair Looking-Glass: Mitigating Bias in Image Datasets. HCI (40) Amirarsalan Rajabi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Gita Sukthankar
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	C	`conf`	Contrastive Counterfactual Fairness in Algorithmic Decision-Making. AIES Ece Çigdem Mutlu, Niloofar Yousefi, Özlem Özmen Garibay
2022	J	`jnl`	Distraction is All You Need for Fairness. CoRR Mehdi Yazdani-Jahromi, Amirarsalan Rajabi, Aida Tayebi, Özlem Özmen Garibay
2022	—	`conf`	Entropy-Based Characterization of Influence Pathways in Traditional and Social Media. CIC Özlem Özmen Garibay, Niloofar Yousefi, Kevin Aslett, Jacopo A. Baggio, Erik Hemberg, Chathura Jayalath, Alexander V. Mantzaris, Bruce Miller, Una-May O'Reilly, William Rand, Chathurani Senevirathna, Ivan Garibay
2022	J	`jnl`	TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks. Mach. Learn. Knowl. Extr. Amirarsalan Rajabi, Özlem Özmen Garibay
2022	J	`jnl`	Through a fair looking-glass: mitigating bias in image datasets. CoRR Amirarsalan Rajabi, Mehdi Yazdani-Jahromi, Özlem Özmen Garibay, Gita Sukthankar
2021	—	`conf`	A Quantum Leap for Fairness: Quantum Bayesian Approach for Fair Decision Making. HCI (41) Ece C. Mutlu, Özlem Özmen Garibay
2021	—	`conf`	Multi-agent Naïve Utility Calculus: Intent Recognition in the Stag-Hunt Game. SBP-BRiMS Lux Miranda, Özlem Özmen Garibay
2021	J	`jnl`	Quantum Contagion: A Quantum-Like Approach for the Analysis of Social Contagion Dynamics with Heterogeneous Adoption Thresholds. Entropy Ece C. Mutlu, Özlem Özmen Garibay
2021	J	`jnl`	TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks. CoRR Amirarsalan Rajabi, 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
2016	J	`jnl`	Evaluation of Zika Vector Control Strategies Using Agent-Based Modeling. CoRR Chathika Gunaratne, Mustafa Ilhan Akbas, Ivan I. Garibay, Özlem Özmen Garibay
2015	Misc	`conf`	Role of entrepreneurial support for networking in innovation ecosystems: an agent based approach. WSC Mustafa Ilhan Akbas, Chathika Gunaratne, Özlem Özmen Garibay, Ivan I. Garibay, Thomas O'Neal