work Constraint-Aware Generative AI for Science and Engineering How RAISE Lab makes generative models obey physics, geometry, logic, and safety requirements. Differential Privacy in Artificial Intelligence Book The most comprehensive and up-to-date resource on differential privacy for AI. Massively Speeding up LLM inference with Speculative Diffusion Decoding Faster LLM inference with discrete diffusion drafting and alignment. Constrained Discrete Diffusion for Language, Chemistry, and Code Enforcing hard constraints on tokens, molecules, and programs — training-free, inside the denoising loop. fun project 4 another without an image project 5 a project with a background image