| 2025 | AIES | A Comprehensive Evaluation of the Sensitivity of Density-Ratio Estimation Based Fairness Measurement in Regression. | Abdalwahab Almajed, Maryam Tabar, Peyman Najafirad |
| 2025 | EMNLP | Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction. | Fatemeh Haji, Mazal Bethany, Cho-Yu Jason Chiang, Anthony Rios, Peyman Najafirad |
| 2025 | IJCNLP | RASTeR: Robust, Agentic, and Structured Temporal Reasoning. | Daniel Schumacher, Fatemeh Haji, Tara Grey, Niharika Bandlamudi, Nupoor Karnik, Gagana Uday Kumar, Cho-Yu Jason Chiang, Peyman Najafirad, Nishant Vishwamitra, Anthony Rios |
| 2024 | AAAI | Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually. | Mazal Bethany, Brandon Wherry, Nishant Vishwamitra, Peyman Najafirad |
| 2024 | CVPR | Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters. | Isaac Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad |
| 2024 | WACV | ZRG: A Dataset for Multimodal 3D Residential Rooftop Understanding. | Isaac Corley, Jonathan Lwowski, Peyman Najafirad |
| 2024 | SP | Jbeil: Temporal Graph-Based Inductive Learning to Infer Lateral Movement in Evolving Enterprise Networks. | Joseph Khoury, Dorde Klisura, Hadi Zanddizari, Gonzalo De La Torre Parra, Peyman Najafirad, Elias Bou-Harb |
| 2022 | COLING | Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing. | Nima Ebadi, Anthony Rios, Peyman Najafirad |
| 2022 | ICIP | Supervising Remote Sensing Change Detection Models With 3d Surface Semantics. | Isaac Corley, Peyman Najafirad |
| 2022 | ICWSM | Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification on Social Networks. | Samuel Henrique Silva, Arun Das, Adel Alaeddini, Peyman Najafirad |
| 2021 | AAAI | Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders. | Arun Das, Jeffrey Mock, Yufei Huang, Edward J. Golob, Peyman Najafirad |
| 2021 | ICIP | Generalized Zero-Shot Learning Using Multimodal Variational Auto-Encoder With Semantic Concepts. | Nihar Bendre, Kevin Desai, Peyman Najafirad |
| 2021 | SMC | Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention. | Nihar Bendre, Kevin Desai, Peyman Najafirad |
| 2020 | EMNLP | Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research. | David Hardage, Peyman Najafirad |
| 2020 | EMNLP | COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning. | Brandon Lwowski, Peyman Najafirad |