• 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

• 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