Niloofar Yousefi

38 papers B 1C 1Journal 27Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hybrid Diffusion Model for Breast Ultrasound Image Augmentation. CoRR Farhan Fuad Abir, Sanjeda Sara Jennifer, Niloofar Yousefi, Laura J. Brattain
2026	J	`jnl`	UAT-LITE: Inference-Time Uncertainty-Aware Attention for Pretrained Transformers. CoRR Elias Hossain, Shubhashis Roy Dipta, Subash Neupane, Rajib Rana, Ravid Shwartz-Ziv, Ivan Garibay, Niloofar Yousefi
2026	J	`jnl`	Validating Interpretability in siRNA Efficacy Prediction: A Perturbation-Based, Dataset-Aware Protocol. CoRR Zahra Khodagholi, Niloofar Yousefi
2025	—	`conf`	BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting. NAACL (Findings) Mohammad Jahid Ibna Basher, Md. Kowsher, Md Saiful Islam, Rabindra Nath Nandi, Nusrat Jahan Prottasha, Mehadi Hasan Menon, Tareq Al Muntasir, Shammur Absar Chowdhury, Firoj Alam, Niloofar Yousefi, Ozlem O. Garibay
2025	J	`jnl`	BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting. CoRR Mohammad Jahid Ibna Basher, Md. Kowsher, Md Saiful Islam, Rabindra Nath Nandi, Nusrat Jahan Prottasha, Mehadi Hasan Menon, Tareq Al Muntasir, Shammur Absar Chowdhury, Firoj Alam, Niloofar Yousefi, Ozlem O. Garibay
2025	—	`conf`	Does Self-Attention Need Separate Weights in Transformers? NAACL (Industry Track) Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi
2025	—	`conf`	Explainable Detection of Implicit Influential Patterns in Conversations via Data Augmentation. HCI (69) Sina Abdidizaji, Md. Kowsher, Niloofar Yousefi, Ivan Garibay
2025	J	`jnl`	Explainable Detection of Implicit Influential Patterns in Conversations via Data Augmentation. CoRR Sina Abdidizaji, Md. Kowsher, Niloofar Yousefi, Ivan Garibay
2025	J	`jnl`	How Bidirectionality Helps Language Models Learn Better via Dynamic Bottleneck Estimation. CoRR Md. Kowsher, Nusrat Jahan Prottasha, Shiyun Xu, Shetu Mohanto, Chen Chen, Ozlem O. Garibay, Niloofar Yousefi
2025	J	`jnl`	Interpretable RNA-Seq Clustering with an LLM-Based Agentic Evidence-Grounded Framework. CoRR Elias Hossain, Mehrdad Shoeibi, Ivan Garibay, Niloofar Yousefi
2025	J	`jnl`	MedBayes-Lite: Bayesian Uncertainty Quantification for Safe Clinical Decision Support. CoRR Elias Hossain, Md Mehedi Hasan Nipu, Maleeha Sheikh, Rajib Rana, Subash Neupane, Niloofar Yousefi
2025	J	`jnl`	Pan-cancer analysis of CDC7 in human tumors: Integrative multi-omics insights and discovery of novel marine-based inhibitors through machine learning and computational approaches. Comput. Biol. Medicine Ahmed Saif, Md. Tarikul Islam, Md. Obayed Raihan, Niloofar Yousefi, Md. Ajijur Rahman, Hafeez Faridi, Al Riyad Hasan, Mirza Mahfuj Hossain, Rasha Mohammed Saleem, Ghadeer Mohsen Albadrani, Muath Q. Al-Ghadi, Md. Ali Ahasan Setu, Mohamed Kamel, Mohamed M. Abdel-Daim, Md. Aktaruzzaman
2025	—	`conf`	Predicting Through Generation: Why Generation Is Better for Prediction. ACL (1) Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi
2025	J	`jnl`	Predicting Through Generation: Why Generation Is Better for Prediction. CoRR Md. Kowsher, Nusrat Jahan Prottasha, Prakash Bhat, Chun-Nam Yu, Mojtaba Soltanalian, Ivan Garibay, Ozlem O. Garibay, Chen Chen, Niloofar Yousefi
2025	—	`conf`	RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates. ACL (1) Md. Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Chen Chen, Mojtaba Soltanalian, Niloofar Yousefi
2024	J	`jnl`	Does Self-Attention Need Separate Weights in Transformers? CoRR Md. Kowsher, Nusrat Jahan Prottasha, Chun-Nam Yu, Ozlem O. Garibay, Niloofar Yousefi
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
2024	J	`jnl`	RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates. CoRR Md. Kowsher, Tara Esmaeilbeig, Chun-Nam Yu, Mojtaba Soltanalian, Niloofar Yousefi
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
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	—	`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
2020	J	`jnl`	Deep Agent: Studying the Dynamics of Information Spread and Evolution in Social Networks. CoRR Ivan Garibay, Toktam A. Oghaz, Niloofar Yousefi, Ece C. Mutlu, Madeline Schiappa, Steven R. Scheinert, Georgios C. Anagnostopoulos, Christina Bouwens, Stephen M. Fiore, Alexander V. Mantzaris, John T. Murphy, William Rand, Anastasia Salter, Mel Stanfill, Gita Sukthankar, Nisha Baral, Gabriel Fair, Chathika Gunaratne, Neda Hajiakhoond Bidoki, Jasser Jasser, Chathura Jayalath, Olivia B. Newton, Samaneh Saadat, Chathurani Senevirathna, Rachel Winter, Xi Zhang
2020	J	`jnl`	FePh: An Annotated Facial Expression Dataset for the RWTH-PHOENIX-Weather 2014 Dataset. CoRR Marie Alaghband, Niloofar Yousefi, Ivan Garibay
2020	—	`conf`	Probabilistic Model of Narratives Over Topical Trends in Social Media: A Discrete Time Model. HT Toktam A. Oghaz, Ece Çigdem Mutlu, Jasser Jasser, Niloofar Yousefi, Ivan Garibay
2020	J	`jnl`	Probabilistic Model of Narratives Over Topical Trends in Social Media: A Discrete Time Model. CoRR Toktam A. Oghaz, Ece C. Mutlu, Jasser Jasser, Niloofar Yousefi, Ivan Garibay
2019	J	`jnl`	A Comprehensive Survey on Machine Learning Techniques and User Authentication Approaches for Credit Card Fraud Detection. CoRR Niloofar Yousefi, Marie Alaghband, Ivan Garibay
2019	J	`jnl`	DeepFork: Supervised Prediction of Information Diffusion in GitHub. CoRR Ramya Akula, Niloofar Yousefi, Ivan Garibay
2018	J	`jnl`	Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning. J. Mach. Learn. Res. Niloofar Yousefi, Yunwen Lei, Marius Kloft, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos
2017	J	`jnl`	Multi-Task Learning Using Neighborhood Kernels. CoRR Niloofar Yousefi, Cong Li, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos, Michael Georgiopoulos
2016	J	`jnl`	Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning. CoRR Niloofar Yousefi, Yunwen Lei, Marius Kloft, Mansooreh Mollaghasemi, Georgios C. Anagnostopoulos
2015	—	`conf`	Multi-Task Learning with Group-Specific Feature Space Sharing. ECML/PKDD (2) Niloofar Yousefi, Michael Georgiopoulos, Georgios C. Anagnostopoulos
2015	J	`jnl`	Multi-Task Learning with Group-Specific Feature Space Sharing. CoRR Niloofar Yousefi, Michael Georgiopoulos, Georgios C. Anagnostopoulos
2014	J	`jnl`	An efficient computer simulation-based approach for optimization of complex polling systems with general arrival distributions. Simul. Ali Azadeh, Mohammad Sheikhalishahi, Niloofar Yousefi