Publications

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Generative AI Literacy Training Enhances Detection Accuracy of AI-Generated Images For Intelligence Analysts
Negar Kamali, Candice Gerstner, Matthew Groh, Jessica Hullman.
ICWSM 2026 (Under R&R).

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"I Don't Like Being Told Just What to Do; I Need to Know Why": Patient Expectations of Machine Learning-Driven Just-in-Time-Adaptive Interventions (JITAIs) for Prenatal Stress Management
Mara Ulloa, Negar Kamali, Gabriella Fernandes, Emmanuel Soyemi, Maia Beltzer, Brenna Kaveladze, Nabil Alshurafa, Maia Jacobs.
ACM Health 2026. | Paper | Accepted

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Characterizing Photorealism and Artifacts in Diffusion Model-Generated Images
Negar Kamali, Karyn Nakamura, Aakriti Kumar, Angelos Chatzimparmpas, Jessica Hullman, Matthew Groh.
CHI 2025. | Paper | arXiv | Demo video

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How to Distinguish AI-Generated Images from Authentic Photographs
Negar Kamali, Karyn Nakamura, Angelos Chatzimparmpas, Jessica Hullman, Matthew Groh.
arXiv preprint, 2024. | arXiv

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Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling
Dongping Zhang, Angelos Chatzimparmpas, Negar Kamali, Jessica Hullman.
CHI 2024. | Paper | arXiv
​ Best Paper Honorable Mention ​

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Co-Designing Patient-Facing Machine Learning for Prenatal Stress Reduction
Mara Ulloa, Negar Kamali, Gabriella Fernandes, Emmanuel Soyemi, Maia Beltzer, Brenna Kaveladze, Nabil Alshurafa, Maia Jacobs.
ISRII 2024 (Poster), Limerick, Ireland.

Previous Research (Computational Mechanics)

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Harmonic-Enriched Reproducing Kernel Approximation for Highly Oscillatory Differential Equations
Ashkan Mahdavi, Sheng-Wei Chi, Negar Kamali.
Journal of Engineering Mechanics, 2020. | Paper

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Numerical Study on How Heterogeneity Affects Ultrasound High Harmonics Generation
Negar Kamali, Ashkan Mahdavi, Sheng-Wei Chi.
Nondestructive Testing and Evaluation, 2020. | Paper

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Influence of Mesoscale and Macroscale Heterogeneities in Metals on Higher Harmonics Under Plastic Deformation
Negar Kamali, Niloofar Tehrani, Amir Mostavi, Sheng-Wei Chi, Didem Ozevin, J. Ernesto Indacochea.
Journal of Nondestructive Evaluation, 2019. | Paper

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Wavelet Based Harmonics Decomposition of Ultrasonic Signal in Assessment of Plastic Strain in Aluminum
Amir Mostavi, Negar Kamali, Niloofar Tehrani, Sheng-Wei Chi, Didem Ozevin, J. Ernesto Indacochea.
Measurement, 2017. | Paper

The Application of Water Coupled Nonlinear Ultrasonics to Quantify the Dislocation Density in Aluminum 1100
Amir Mostavi, Niloofar Tehrani, Negar Kamali, Didem Ozevin, Sheng-Wei Chi, J. Ernesto Indacochea.
AIP Conference Proceedings, 2017. | Paper