| 2025 | EMNLP | Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs. | Soham Satyadharma, Fatemeh Sheikholeslami, Swati Kaul, Aziz Umit Batur, Suleiman Ali Khan |
| 2025 | PAKDD | Language-Guided Adaptive Vision Token Pruning for Efficient Multimodal Large Language Models. | Omer Faruk Deniz, Tarik Arici, Fatemeh Sheikholeslami, Burak Gozluklu, Ameni Trabelsi, Suleiman Ali Khan, Yapeng Tian, Latifur Khan |
| 2023 | ACL | Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. | Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do |
| 2023 | AISTATS | Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes. | Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, Zico Kolter |
| 2021 | ICLR | Provably robust classification of adversarial examples with detection. | Fatemeh Sheikholeslami, Ali Lotfi, J. Zico Kolter |
| 2020 | ITA | Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks. | Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis |
| 2019 | ICASSP | Efficient Randomized Defense against Adversarial Attacks in Deep Convolutional Neural Networks. | Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis |
| 2018 | ICASSP | Reinforcement Learning for 5G Caching with Dynamic Cost. | Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqus, Georgios B. Giannakis |
| 2017 | ACSSC | Soft unveiling of communities via egonet tensors. | Fatemeh Sheikholeslami, Georgios B. Giannakis |
| 2017 | ICDM | Overlapping Community Detection via Constrained PARAFAC: A Divide and Conquer Approach. | Fatemeh Sheikholeslami, Georgios B. Giannakis |
| 2015 | CISS | Online subspace learning and nonlinear classification of Big Data with misses. | Fatemeh Sheikholeslami, Georgios B. Giannakis |
| 2014 | ACSSC | Classification of streaming big data with misses. | Fatemeh Sheikholeslami, Morteza Mardani, Georgios B. Giannakis |