University of Illinois Urbana-ChampaignB.S. Computer Science (2024-2028)
B.A. Mathematics (2024-2028)
I'm an undergraduate double majoring in CS and Math at UIUC. I currently conduct research under Professor Romit Roy Choudhury, focusing on the application and underlying theory of diffusion models. I aim to narrow the gap between formal foundations of generative AI and its empirical achievements, as well as leverage theoretical insights to develop better methods. Beyond diffusion models, my interests in real analysis and probability theory further complement and inform my research.
Research & Publications
CoDiffusion: Saving Diffusion Compute for Many Images
In Progress
Generation of many images with diffusion models is very computationally expensive. We reduce this cost by taking advantage of previous image generation trajectories in generation of new images.
CoDiffusion: Saving Diffusion Compute for Many Images
In Progress
Generation of many images with diffusion models is very computationally expensive. We reduce this cost by taking advantage of previous image generation trajectories in generation of new images.