Xingyi Yang

πŸš€πŸ‘¨β€πŸ’»πŸ₯πŸ’‘Hi, my name is Xingyi Yang (Adam)πŸ’‘πŸ₯πŸ‘¨β€πŸ’»πŸš€. I am a third-year Ph.D student at National University of Singapore(NUS), affiliated with the Learning and Vision Lab. I am working under the supervision of Prof.Xinchao Wang.

My current research interest lies in Deep Model Reuse and its Applications:

  • Deep Model Reuse: Rather than trying to cook up a universal model in one grand kitchen experiment, my vision is to reuse a pre-trained neural networks to do new things. By composing their expertise, editing their behaviour and enhancing their reliability, the goal is to craft models that become Jacks of all trades, or at least, one step closer to the dream of Artificial General Intelligence (AGI).
  • Compositionality & Modularity: This is like playing a game of LEGO, where I piece together elements from various tasks, concepts, and logic, crafting cost-effective AI masterpieces.
  • ML and Applications: Call me a machine learning fanatic (my brain’s practically an algorithm by now), I particularly interested in its applications within computer vision and multimodal areas – all, hopefully, with a side of solid theory.

CV

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