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Hui-Po Wang

Ph.D Student
CISPA – Helmholtz Center for Information Security
huipowang24(at)gmail(dot)com


Incoming Research Scientist at Meta and a PhD student under the supervision of Prof. Mario Fritz at CISPA, Germany.

My research focuses on efficient and privacy-preserving machine learning, with the goal of making AI models more accessible to the general public. Specifically, my work involves privacy-preserving federated learning, domain adaptation, and adapting generative models, such as Generative Adversarial Networks (GANs) and large language models (LLMs), to new tasks. My work has received over 500 citations according to Google Scholar.

Before joining CISPA, I was a research intern at the Max-Planck Institute for Informatics, Germany, and received my Master’s degree under the supervision of Prof. Wen-Hsiao Peng and Prof. Wei-Chen Chiu in National Yang Ming Chiao Tung University, Taiwan.

News

Publications [Google Scholar] [DBLP]

  1. TMLR
    Tejumade Afonja, Hui-Po Wang, Raouf Kerkouche, Mario Fritz
    Transactions on Machine Learning Research (TMLR), 2025

  2. NeurIPS
    Hui-Po Wang, Mario Fritz
    Advances in Neural Information Processing Systems (NeurIPS), 2024

  3. PoPETS
    Hui-Po Wang, D Chen, R Kerkouche, M Fritz
    Proceedings on Privacy Enhancing Technologies (PoPETs), 2024

  4. ICML
    Hui-Po Wang, Sebastian U. Stich, Yang He, Mario Fritz
    International Conference on Machine Learning (ICML), 2022

  5. CVPR
    Hui-Po Wang, Ning Yu, Mario Fritz
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  6. CVPR
    Yancheng Huang, Yi-Hsin Chen, Cheng-You Lu, Hui-Po Wang, Wen-Hsiao Peng, Ching-Chun Huang
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  7. CVPRw
    Hui-Po Wang, Tribhuvanesh Orekondy, and Mario Fritz
    IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019

  8. CVPR
    Wei-Lun Chang*, Hui-Po Wang*, Wen-Hsiao Peng, and Wei-Chen Chiu. (*euqal contribution)
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

  9. APSIPA ASC
    Hui-Po Wang, Wen-Hsiao Peng, and Wei-Jan Ko
    APSIPA Annual Summit and Conference (ASC), 2018.


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