highlighted work
Recent projects and highlighted work from the lab.
Here are a few recent projects that reflect our current directions and collaborations.
Constraint-Aware Generative AI for Science and Engineering
How RAISE Lab makes generative models obey physics, geometry, logic, and safety requirements.
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Constrained Discrete Diffusion for Language, Chemistry, and Code
Enforcing hard constraints on tokens, molecules, and programs — training-free, inside the denoising loop.
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Differential Privacy in Artificial Intelligence Book
The most comprehensive and up-to-date resource on differential privacy for AI.
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Massively Speeding up LLM inference with Speculative Diffusion Decoding
Faster LLM inference with discrete diffusion drafting and alignment.
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