I am a fourth year PhD student in Computing and Information Science at Rochester Institute of Technology (RIT), working with Prof. Rui Li in the Lab of Use-Inspired Computational Intelligence (LUCI). Before starting my PhD, I completed my undergraduate in Electronics and Communication Engineering at Pulchowk Campus, IOE, Nepal.

Research

My research spans the areas of Bayesian methods, graph learning, generative models, and graph generation, often lying at the intersection of two or more of these fields. My research works include developing Bayesian model selection frameworks for generative model and graph learning. Currently, I am focused on developing efficient graph generation algorithms using diffusion and flow-matching.

Interests: Statistical Machine Learning, Deep Learning, Bayesian Methods, Deep Graph Learning, Generative Models - (VAE, Diffusion Models, Flow Matching), Graph Generation

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