Barnabas Poczos

Physics-Informed Conditional Diffusion for Multi-Modal PDEs

Graph Transformer Neural Processes

Soft Metropolis-Hastings Correction for Generative Model Sampling

Pharmacophore-Conditioned Diffusion Model for Ligand-Based De Novo Drug Design

Chemistry-Inspired Diffusion with Non-Differentiable Guidance

Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention

Recovering Time-Varying Networks From Single-Cell Data