Hao
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Hao Huang (黄灏)

I am currently an applied scientist at AWS GenAI Innovation Center GCR team.
I obtained my M.S. degree at Wangxuan Institute of Computer Technology of Peking University supervised by Associate Prof. Yongtao Wang and Prof. Zhi Tang. I obtained my Honors B.Eng. degree from Shandong University in 2020. Meanwhile, I shared my work on POC2021, VALSE2022 and CVPR2023.
I like traveling and cooking (but not very delicious). Also, I like electronic/smart products, especially designed by Apple.
I am looking for collaborations with outstanding students and researchers around the world. If you are interested in GenAI tech / multi-modal learning, please feel free to contact me.

Email  /  Google Scholar  /  GitHub

News

  • 07/2023, Publish an amazon machine learning blog.

  • 07/2023, One paper accept by ICCV, 2023.

  • 07/2023, Join AWS GenAI Innovation Center as an Applied Scientist.

  • 06/2023, One paper accept by CVPR Workshop, 2023.

  • 06/2023, Win Excellent Master's Thesis at WICT, Peking University.

  • 03/2023, One paper accept by CVPR, 2023.

  • 06/2022, Join Amazon Machine Learning Solutions Lab as an Applied Scientist Intern.

  • 12/2021, One paper accept by AAAI, 2022.

  • 01/2021, One paper accept by ICME, 2021.

  • 09/2020, Join WICT, Peking University as a master student.

  • 06/2020, Obtain my Honors B.Eng. degree from Shandong University.

  • 10/2018, Win First Prize of China Undergraduate Mathematical Contest in Modeling (CUMCM).

    • Publications

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    T-SEA: Transfer-based Self-Ensemble Attack on Object Detection
    Hao Huang*, Ziyan Chen*, Huanran Chen*, Yongtao Wang, Kevin Zhang
    Computer Vision and Pattern Recognition (CVPR 2023)
    Paper(arxiv) | Codes
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    CMUA-Watermark: A cross-model universal adversarial watermark for combating deepfakes
    Hao Huang, Yongtao Wang, Zhaoyu Chen, Yuze Zhang, Yuheng Li, Zhi Tang, Wei Chu, Jingdong Chen, Weisi Lin, Kai-Kuang Ma
    AAAI Conference on Artificial Intelligence(AAAI 2022)
    Paper(arxiv) | Codes
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    Rpattack: Refined patch attack on general object detectors
    Hao Huang, Yongtao Wang, Zhaoyu Chen, Zhi Tang, Wenqiang Zhang, Kai-Kuang Ma
    IEEE International Conference on Multimedia and Expo(ICME 2021)
    Paper(arxiv) | Codes

    Blogs

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    How Patsnap used GPT-2 inference on Amazon SageMaker with low latency and cost
    Hao Huang, Zilong Bai, Yuanjun Xiao, Xuefei Zhang, and Guang Yang
    (Amazon Web Services Blog)
    blog
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    How to build a smart ranch on the cloud
    Dai Zhang, Hao Huang
    (Amazon Web Services Blog)
    blog

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