James Fleming

Hi, my name is James and I'm an undergraduate studying computer science at UCSD hoping to someday work in academia. I am currently an undergraduate researcher at SEELab working on Hyperdimensional Computing and Efficient AI, QLab working on Continuous State Reasoning and Language Diffusion Models, and Yian Ma's Lab working on Machine Learning Theory and Language Diffusion Models with Provable Guarantees. Also previously did some work at the SOC Lab on Optimization Theory and the Computer Systems Intelligence Lab on Computer Vision.

My main research interests lie at the intersection of ML theory (spanning approximation, optimization, and generalization) and architecture/algorithm design. I also have a soft spot for rendering algorithms, both classical and differentiable.

Feel free to reach out at jmfleming@ucsd.edu if you'd like to chat!