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Hui-Po Wang

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


Publications [Google Scholar] [DBLP]

  1. NeurIPS
    Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models
    Hui-Po Wang, Mario Fritz
    Advances in Neural Information Processing Systems (NeurIPS), 2024
    PDF Code

  2. PoPETS
    FedLAP-DP: Federated learning by sharing differentially private loss approximations
    Hui-Po Wang, D Chen, R Kerkouche, M Fritz
    Proceedings on Privacy Enhancing Technologies (PoPETs), 2024
    PDF Code BibTex

  3. ICML
    ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training
    Hui-Po Wang, Sebastian U. Stich, Yang He, Mario Fritz
    International Conference on Machine Learning (ICML), 2022
    PDF Code Project Page BibTex
    Spotlight

  4. CVPR
    Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs
    Hui-Po Wang, Ning Yu, Mario Fritz
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
    PDF Code Project Page BibTex

  5. CVPR
    Video Rescaling Networks with Joint Optimization Strategies for Downscaling and Upscaling
    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.
    PDF Code Project Page BibTex

  6. CVPRw
    InfoScrub: Towards Attribute Privacy by Targeted Obfuscation
    Hui-Po Wang, Tribhuvanesh Orekondy, and Mario Fritz
    IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019
    PDF BibTex

  7. CVPR
    All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation
    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.
    PDF Code Project Page BibTex

  8. APSIPA ASC
    Learning Priors for Adversarial Autoencoders
    Hui-Po Wang, Wen-Hsiao Peng, and Wei-Jan Ko
    APSIPA Annual Summit and Conference (ASC), 2018.
    PDF BibTex
    Best Paper Award Runner-up; Invited to ASIPA T-SIP, 2020


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