Papers & preprints

Publications

My work on differential privacy, robust learning, and scientific machine learning.

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7 publications
202601

Published · Robustness

Allies Teach Better Than Enemies: Inverse Adversaries for Robust Knowledge Distillation

J. Dong, R. Zare Moayedi, Y.-S. Ong, S.-M. Moosavi-Dezfooli

IEEE TPAMI · IEEE Transactions on Pattern Analysis and Machine Intelligence

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BibTeX
@article{Junhao_raoof,
  title = {{Allies Teach Better Than Enemies: Inverse Adversaries for Robust Knowledge Distillation}},
  author = {Dong, Junhao and Zare Moayedi, Raoof and Ong, Yew-Soon and Moosavi-Dezfooli, Seyed-Mohsen},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/TPAMI.2026.3660863}
}
202502

Published · Scientific

CuPINN: Optimizing PINNs through Curvature Minimization and Residual Landscape Flattening

R. Zare Moayedi, M. Abbaszadeh, M. Dehghan

Computer Methods in Applied Mechanics and Engineering

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BibTeX
@article{raoofzareCU,
  title = {{CuPINN: Optimizing PINNs through Curvature Minimization and Residual Landscape Flattening}},
  author = {Zare Moayedi, Raoof and Abbaszadeh, Mostafa and Dehghan, Mehdi},
  year = {2025},
  journal = {Computer Methods in Applied Mechanics and Engineering},
  doi = {10.1016/j.cma.2025.118180}
}
202603

Preprint · Under review · Privacy

Geometry-Adaptive Mechanisms for Private Synthetic Data

R. Zare Moayedi, A. R. Asadi, M. H. Yassaee, G. Aminian

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BibTeX
@misc{raoof_synthetic,
  title = {{Geometry-Adaptive Mechanisms for Private Synthetic Data}},
  author = {Zare Moayedi, Raoof and Asadi, Amir R. and Yassaee, Mohammad Hossein and Aminian, Gholamali},
  year = {2026},
  eprint = {2609.33363},
  archivePrefix = {arXiv},
  note = {Preprint; Under review}
}
202606

Under review · Robustness

Understanding When SGD Improves Robustness to Spurious Correlations

N. Mirzaie*, R. Zare Moayedi*, H. Jafarinia, M. H. Rohban, M. Soleymani Baghshah

Research details
BibTeX
@unpublished{raoof_spurious,
  title = {{Understanding When SGD Improves Robustness to Spurious Correlations}},
  author = {Mirzaie, Nahal and Zare Moayedi, Raoof and Jafarinia, Hossein and Rohban, Mohammad Hossein and Soleymani Baghshah, Mahdieh},
  year = {2026},
  note = {Under review}
}
202307

Preprint · Robustness

Where2Start: Leveraging Initial States for Robust and Sample-Efficient Reinforcement Learning

P. Parsa*, R. Zare Moayedi*, M. Bornosi, M. M. Bejani

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BibTeX
@misc{parsa2023where2start,
  title = {{Where2Start: Leveraging Initial States for Robust and Sample-Efficient Reinforcement Learning}},
  author = {Parsa, Pouya and Zare Moayedi, Raoof and Bornosi, Mohammad and Bejani, Mohammad Mahdi},
  year = {2023},
  eprint = {2311.15089},
  archivePrefix = {arXiv},
  note = {Preprint}
}