Lee, Jaeho

Lee, JaehoProfessor

Education
  • 2015~2019University of Illinois at Urbana-Champaign (박사-Electrical & Computer Engineering)
  • 2013~2015University of Illinois at Urbana-Champaign (석사-Electrical & Computer Engineering)
  • ~2013한국과학기술원 (KAIST) 공학사-전기및전자공학, 경영과학 복수전공
Career
  • 2022 - POSTECH 전자전기공학과, 조교수
  • 2019 - 2022 한국과학기술원 (KAIST) 연수연구원 / 전문연구요원
  • 2013 - 2013 The Heritage Foundation (Center for Data Analysis) Research Fellow
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Invited Talk or Presentations

  • Approximation Power of Neural Networks: Old and New
    Guest lecture, UNIST AI 2021
    A Deeper Look at the Layerwise Sparsity of the Magnitude-based Pruning
    Google/Deepmind Sparsity Group 2020

Research Activities

  • Meta-Learning Sparse Implicit Neural Representations
    Advances in Neural Information Processing Systems (NeurIPS) 2021
    Layer-Adaptive Sparsity for the Magnitude-based Pruning
    International Conference on Learning Representations (ICLR) 2021
    Minimum Width for Universal Approximation
    International Conference on Learning Representations (ICLR spotlight) 2021
    Provable Memorization via Deep Neural Networks using Sub-linear Parameters
    Conference on Learning Theory (COLT) 2021
    MASKER: Masked Keyword Regularization for Reliable Text Classification
    AAAI Conference on Artificial Intelligence (AAAI) 2021
    Co2L: Contrastive Continual Learning

List