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harry24k/README.md

Welcome

  • πŸ’Ό Assistant Professor at Chung-Ang University, South Korea
  • πŸŽ“ B.S. and Ph.D. degrees from Seoul National University, South Korea
  • πŸ“˜ Research Interests
    • Robustness (Adversarial attack, generalization)
    • Privacy (Machine Unlearning, Differential Privacy)
    • Explainable AI (Neural Additive Model, Attention)
  • πŸ₯Ό For more information, visit our lab, https://trustworthyai.co.kr/.

Latest News

  • [2024.12] Attending NeurIPS 2024 in Vancouver, Canada πŸ‡¨πŸ‡¦
  • [2024.10] Our paper "Are Self-Attentions Effective for Time Series Forecasting?" was accepted at NeurIPS 2024 πŸ˜ƒ | [Paper] | [Repo]

Pinned Loading

  1. adversarial-attacks-pytorch adversarial-attacks-pytorch Public

    PyTorch implementation of adversarial attacks [torchattacks]

    Python 2.1k 366

  2. bayesian-neural-network-pytorch bayesian-neural-network-pytorch Public

    PyTorch implementation of bayesian neural network [torchbnn]

    Python 542 88

  3. MAIR MAIR Public

    Fantastic Robustness Measures: The Secrets of Robust Generalization [NeurIPS 2023]

    Python 41 7

  4. catastrophic-overfitting catastrophic-overfitting Public

    Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]

    Jupyter Notebook 28 1