William Huang
Hi, I'm William. I'm an ML Researcher, full stack developer, and physicist at Stanford University. I'm currently a Machine Learning Researcher with The Movement Lab under Karen Liu. Previously, I was a deep learning researcher in the Ng Lab (Stanford) and Rajpurkar Lab (Harvard Med), an astrophysics researcher studying Fast Radio Bursts at Stanford, and a Gold Medalist at the International Physics Olympiad. To contact me, simply email willsh@stanford.edu.
Featured Projects
For a full list, see the Projects page.
OnCourseA course planning application used by 5,000+ students at Stanford University.
Cross-domain Adaptation of Vision-Language Foundation Models for Medical ApplicationsInvestigation of effectiveness of general image-text pretraining and finetuning on medical vision-language transformers.
Computing Shared Structure in Language With Multitask LearningFinal project for CS 229. Improving upon conflicting gradients problem via GradNorm, PCGrad, and CAGrad.
Featured Research/Notes
For a full list, see the Writing page.
Autoregressive DiffusionAutoregressive Diffusion for Long-Term Controllable Motion Synthesis.
Vision-Language Learning for Medical ApplicationsCross-domain Adaptation of Self-supervised Vision-language Representation Learning for Medical Applciations.
Francis BaconFrancis Bacon at SemEval-2023: Ensembling BERT and GloVe for Value Identification.