Publications — Mahdiyar Molahasani

2026

A Theoretical Bridge Between Long-Tailed Recognition and Continual Learning Mahdiyar Molahasani, Michael Greenspan, Ali Etemad Conference on Neural Information Processing Systems (NeurIPS) 2026 [arXiv, Interactive note, Workshop, Poster, ] Also: NeurIPS Workshop on Mathematics of Modern Machine Learning (M3L) 2023

@inproceedings{molahasani2026bridge,
  title     = {A Theoretical Bridge Between Long-Tailed
               Recognition and Continual Learning},
  author    = {Molahasani, Mahdiyar and Greenspan, Michael
               and Etemad, Ali},
  booktitle = {Advances in Neural Information Processing Systems},
  year      = {2026}
}

2025

PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection Mahdiyar Molahasani*, Azadeh Motamedi*, Michael Greenspan, Il-Min Kim, Ali Etemad International Conference on Computer Vision (ICCV) 2025 [Paper, arXiv, Code, ]

@inproceedings{molahasani2025prism,
  title={PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection},
  author={Molahasani, Mahdiyar and Motamedi, Azadeh and Greenspan, Michael and Kim, Il-Min and Etemad, Ali},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
  year={2025}
}

Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients Farhad Pourpanah*, Mahdiyar Molahasani*, Milad Soltany*, Michael Greenspan, Ali Etemad 39th AAAI Conference on Artificial Intelligence 2025 [Paper, arXiv, Code, Interactive note, ]

@inproceedings{pourpanah2025fedgala,
  title     = {Federated Unsupervised Domain Generalization
               using Global and Local Alignment of Gradients},
  author    = {Pourpanah, Farhad and Molahasani, Mahdiyar and
               Soltany, Milad and Greenspan, Michael and
               Etemad, Ali},
  booktitle = {Proceedings of the AAAI Conference on
               Artificial Intelligence},
  pages     = {19948--19958},
  year      = {2025}
}

Federated Domain Generalization With Label Smoothing and Balanced Decentralized Training Milad Soltany*, Farhad Pourpanah*, Mahdiyar Molahasani*, Michael Greenspan, Ali Etemad International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2025 [arXiv, Code, ]

@inproceedings{soltany2025fedsb,
  title={Federated Domain Generalization With Label Smoothing and Balanced Decentralized Training},
  author={Soltany, Milad and Pourpanah, Farhad and Molahasani, Mahdiyar and Greenspan, Michael and Etemad, Ali},
  booktitle={ICASSP 2025 - IEEE International Conference on Acoustics, Speech and Signal Processing},
  year={2025}
}

2024

A Theoretical Framework for Federated Domain Generalization with Gradient Alignment Mahdiyar Molahasani*, Milad Soltany*, Farhad Pourpanah*, Michael Greenspan, Ali Etemad NeurIPS Workshop on Mathematics of Modern Machine Learning (M3L) 2024 [Paper, ]

@inproceedings{molahasani2024theoretical,
  title={A Theoretical Framework for Federated Domain Generalization with Gradient Alignment},
  author={Molahasani, Mahdiyar and Soltany, Milad and Pourpanah, Farhad and Greenspan, Michael and Etemad, Ali},
  booktitle={NeurIPS Workshop on Mathematics of Modern Machine Learning (M3L)},
  year={2024}
}

AI-powered Low-order Focal Plane Wavefront Sensing in Infrared Mojtaba Taheri, Mahdiyar Molahasani, Sam Ragland, Benoit Neichel, Peter Wizinowich Adaptive Optics Systems IX 2024 [SPIE, ]

@inproceedings{taheri2024fpwfs,
  title={AI-powered Low-order Focal Plane Wavefront Sensing in Infrared},
  author={Taheri, Mojtaba and Molahasani, Mahdiyar and Ragland, Sam and Neichel, Benoit and Wizinowich, Peter},
  booktitle={Adaptive Optics Systems IX},
  volume={13097},
  year={2024}
}

2023

Automated Tooth Extraction and Caries Detection Arman Haghanifar, Mahdiyar Molahasani, Seok-bum Ko Multimedia Tools and Applications 2023 [arXiv, Conference, Code (extraction), Code (detection), ] Also: IEEE International Symposium on Circuits and Systems (ISCAS) 2020
```
@article{haghanifar2023tooth,
  title={Automated Tooth Extraction and Caries Detection},
  author={Haghanifar, Arman and Molahasani, Mahdiyar and Ko, Seok-bum},
  journal={Multimedia Tools and Applications},
  year={2023}
}
```

Continual Learning for Out-of-Distribution Generalization in Pedestrian Detection Mahdiyar Molahasani, Ali Etemad, Michael Greenspan International Conference on Image Processing (ICIP) 2023 [arXiv, IEEE, Code, ]

@inproceedings{molahasani2023citpersons,
  title={Continual Learning for Out-of-Distribution Generalization in Pedestrian Detection},
  author={Molahasani, Mahdiyar and Etemad, Ali and Greenspan, Michael},
  booktitle={2023 IEEE International Conference on Image Processing (ICIP)},
  year={2023}
}

2022

Multi-scale Multi-task Crowd Counting Mohsen Zand, Haleh Damirchi, Andrew Farley, Mahdiyar Molahasani, Michael Greenspan, Ali Etemad International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2022 [arXiv, IEEE, Code, ]

@inproceedings{zand2022crowd,
  title={Multi-scale Multi-task Crowd Counting},
  author={Zand, Mohsen and Damirchi, Haleh and Farley, Andrew and Molahasani, Mahdiyar and Greenspan, Michael and Etemad, Ali},
  booktitle={ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing},
  year={2022}
}

2021

COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images Arman Haghanifar, Mahdiyar Molahasani, Younhee Choi, S. Deivalakshmi, Seok-bum Ko Multimedia Tools and Applications 2021 [Journal, arXiv, Code, ]

@article{haghanifar2021covidcxnet,
  title={COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning},
  author={Haghanifar, Arman and Molahasani, Mahdiyar and Choi, Younhee and Deivalakshmi, S. and Ko, Seok-bum},
  journal={Multimedia Tools and Applications},
  year={2022}
}

Erosion Detection in Hydraulic Tubes and Hoses Using GRU Elnaz Etminan, Mahdiyar Molahasani, Seok-bum Ko, Travis Wiens Fluid Power Systems Technology, American Society of Mechanical Engineers 2021 [ASME, ]

@inproceedings{etminan2021erosion,
  title={Erosion Detection in Hydraulic Tubes and Hoses Using GRU},
  author={Etminan, Elnaz and Molahasani, Mahdiyar and Ko, Seok-bum and Wiens, Travis},
  booktitle={Fluid Power Systems Technology, American Society of Mechanical Engineers},
  year={2021}
}

High-scale Prostate MRI Super-Resolution with MSG-CapsGAN Mahdiyar Molahasani, Younhee Choi, S. Deivalakshmi, Seok-bum Ko Multimedia Tools and Applications 2021 [Journal, ]

@article{molahasani2021prostate,
  title={High-scale Prostate MRI Super-Resolution with MSG-CapsGAN},
  author={Molahasani, Mahdiyar and Choi, Younhee and Deivalakshmi, S. and Ko, Seok-bum},
  journal={Multimedia Tools and Applications},
  year={2021}
}

Hybrid CMOS/Memristor Crossbar Implementation of Recurrent Neural Networks Mahdiyar Molahasani, Jafar Shamsi, S. B. Shokouhi, Seok-bum Ko Analog Integrated Circuits and Signal Processing 2021 [Hopfield, BAM, Code, ] Also: Microelectronics Journal 2020

@article{molahasani2021memristor,
  title={Hybrid CMOS/Memristor Crossbar Implementation of Recurrent Neural Networks},
  author={Molahasani, Mahdiyar and Shamsi, Jafar and Shokouhi, S. B. and Ko, Seok-bum},
  journal={Analog Integrated Circuits and Signal Processing},
  year={2021}
}

2020

MSG-Caps GAN for Face Super-Resolution Mahdiyar Molahasani, Seok-bum Ko International Conference on Electronics, Information, and Communication (ICEIC) 2020 [Journal, Conference, Code, ] Also: Multimedia Tools and Applications 2020
```
@article{molahasani2020msg,
  title={MSG-Caps GAN for Face Super-Resolution},
  author={Molahasani, Mahdiyar and Ko, Seok-bum},
  journal={Multimedia Tools and Applications},
  year={2020}
}
```

2019

Anomaly Prediction in 5G Network Ramin Sharifi, Mahdiyar Molahasani, Vahid Tabataba Vakili IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) 2019 [IEEE, ]

@inproceedings{sharifi2019anomaly,
  title={Anomaly Prediction in 5G Network},
  author={Sharifi, Ramin and Molahasani, Mahdiyar and Vakili, Vahid Tabataba},
  booktitle={2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)},
  year={2019}
}

* Equal contribution