Junhua Chen

I enjoy solving problems, especially if they involve math and computers. Currently, I work in machine learning, with a particular emphasis on generative modelling and its applications. Problems that interest me include:

• What are the most effective approaches for modelling different (multi)-modalities of data — diffusion, autoregressive, or more novel alternatives?

• How can generative models be fine-tuned, adapted, and steered to address practical objectives?

• How can we algorithmically improve the efficiency and scalability of generative models?

I completed my studies in mathematics and computer science at Trinity College, Cambridge University. I also work in quantitative finance.