Hongyi Pan
I am a Postdoctoral Research Fellow at Northwestern University, Machine and Hybrid Intelligence Lab, collaborating with Prof. Ulas Bagci. I received my Ph.D. degree in Electrical and Computer Engineering from University of Illinois Chicago in 2023, where I was advised by Prof. Ahmet Enis Cetin. My research interests include image processing, computer vision, and digital signal processing, focusing on image classification, object detection, orthogonal-transform-based neural networks, and kernel PCA. Currently, I am working on federated foundation models for breast cancer diagnosis. Email:     hongyi.pan@northwestern.edu Google Scholar - GitHub - LinkedIn - Curriculum Vitae |
Associate Editor, Signal, Image and Video Processing | June 2023 – Present |
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Hongyi Pan, Emadeldeen Hamdan, Xin Zhu, Salih Atici, Ahmet Enis Cetin. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024. [Journal] [Code] |
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Hongyi Pan, Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Cetin, Concetto Spampinato, Ulas Bagci. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024. [Conference] [Code] |
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Xin Zhu, Daoguang Yang, Hongyi Pan, Hamid Reza Karimi, Didem Ozevin, Ahmet Enis Cetin. Engineering Applications of Artificial Intelligence (EAAI), 2024. [Journal] |
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Bin Wang*, Hongyi Pan*, Armstrong Aboah, Zheyuan Zhang, Elif Keles, Drew Torigian, Baris Turkbey, Elizabeth Krupinski, Jayaram Udupa, Ulas Bagci. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024. [Conference] [Code] |
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Hongyi Pan, Erdem Koyuncu, Ahmet Enis Cetin. IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC), 2023. [Conference] |
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Minye Yang, Zhilu Ye, Hongyi Pan, Mohamed Farhat, Ahmet Enis Cetin, Pai-Yen Chen. Science Advances, 2023 [Journal] |
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Hongyi Pan, Xin Zhu, Salih Furkan Atici, Ahmet Cetin. International Conference on Machine Learning (ICML), 2023. [Conference] [Code] [Presentation] |
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Hongyi Pan*, Xin Zhu*, Zhilu Ye*, Pai-Yen Chen, Ahmet Enis Cetin. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023. [Conference] [Code] [Presentation] |
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Salih Atici*, Hongyi Pan*, Mohammed H Elnagar, Veerasathpurush Allareddy, Omar Suhaym, Rashid Ansari, Ahmet Enis Cetin. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023. [Conference] |
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Hongyi Pan, Diaa Badawi, Ahmet Enis Cetin. ACM Transactions on Embedded Computing Systems (TECS), 2022. [Journal] [Code] |
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Hongyi Pan, Diaa Badawi, Ishaan Bassi, Sule Ozev, Ahmet Enis Cetin. IEEE Sensors Letters, 2022. [Journal] |
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Hongyi Pan, Diaa Badawi, Runxuan Miao, Erdem Koyuncu, Ahmet Enis Cetin. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. [Conference] [Presentation] |
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Hongyi Pan, Diaa Badawi, Chang Chen, Adam Watts, Erdem Koyuncu, Ahmet Enis Cetin. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022. [Conference] [Presentation] |
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Hongyi Pan, Diaa Badawi, Erdem Koyuncu, Ahmet Enis Cetin. European Signal Processing Conferences (EUSIPCO), 2021. [Conference] [Presentation] |
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Hongyi Pan, Diaa Badawi, Ahmet Enis Cetin. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2021. [Conference] |
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Hongyi Pan, Diaa Badawi, Ahmet Enis Cetin. MDPI Sensors, 2020. [Journal] [Demo] |
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Hongyi Pan, Diaa Badawi, Ahmet Enis Cetin. International Conference on Pattern Recognition (ICPR), 2020. [Conference] [Presentation] |
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Hongyi Pan, Diaa Badawi, Xi Zhang, Ahmet Enis Cetin. Signal, Image and Video Processing (SIVP), 2020. [Journal] |
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Diaa Badawi, Hongyi Pan, Sinan Cem Cetin, Ahmet Enis Cetin. IEEE Journal of Selected Topics in Signal Processing (J-STSP), 2020. [Journal] |
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