Talks

  • ICML 2026, How Many Different Outputs Can a Transformer Generate? , Seoul, Jul 2026.
    ICML presentation slide
  • Hanoi-Singapore Mathematical Seminar, How Do Large Language Models Scale with Context Length?, Hanoi, Apr 2026.
  • AAAI MATH4AI Workshop, The Expressive Limits of Transformers, Singapore, Jan 2026.
  • AAAI Doctorate Consortium, Memorization and Expressivity in Transformers: A Learning-Theoretic Perspective, Singapore, Jan 2026.
  • The Singapore-Bangalore "What is ...?" Workshop on Mathematics, Online Learning of Pure States is as Hard as Mixed States, Bangalore, Aug 2025.
  • Centre for Quantum Technologies, NUS, On the sequential fat-shattering dimension of Quantum States, Singapore, Nov 2024.