Visiting Undergraduate Research Assistant, Supervisor: Prof. Yilun Du & Dr. Ruojin Cai

Sep. 2025 - present

• Developed an inverse generative modeling framework for scene understanding on both synthetic and real-world datasets, training a relation-conditioned composable diffusion model that generates scenes from structured object-attribute and spatial-relation inputs.
• Focused on unsupervised object-relation discovery with Diffusion Models, enabling generative models to perform text-image attribution analysis on both synthesized and real-world images.
• Investigated the potential of improving compositional generation with unsupervised relation discovery in a training-free manner, achieving SOTA performance on the 2D spatial relation dataset VISOR.