Hello World: Building My Research Blog
An introduction to my new blog where I'll share insights on AI research, engineering, and the journey through graduate school.
meta introduction
Youngmin Ryou
AI Researcher & Engineer
Graduate student working on machine learning and AI systems. I build things that learn, and write about what I discover along the way.
Recent Writing
View all →My Research Philosophy and Interests
Why I believe algorithmic breakthroughs matter more than hardware scaling, and the research directions I'm pursuing in generative modeling, world models, efficient algorithms, and geometric deep learning.
research philosophy generative models geometric deep learning
Selected Publications
View all →Revisiting Random Walks for Learning on Graphs
Jinwoo Kim, Olga Zaghen, Ayhan Suleymanzade, Youngmin Ryou, Seunghoon Hong
arXiv preprint, 2024