ROADWork Dataset: Learning to Recognize, Observe, Analyze and Drive Through Work Zones. - Anurag Ghosh; Robert Tamburo; Shen Zheng; Juan R. Alvarez-Padilla; Hailiang Zhu; Michael Cardei; Nicholas Dunn; Christoph Mertz; Srinivasa G. Narasimhan (CoRR, 2024)

Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm. - Seha Ay; Michael Cardei; Anne-Marie Meyer; Wei Zhang; Umit Topaloglu (J. Heal. Informatics Res., 2024)

Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion. - Jacob K. Christopher; Brian R. Bartoldson; Tal Ben-Nun; Michael Cardei; Bhavya Kailkhura; Ferdinando Fioretto (NAACL (Long Papers), 2025)

Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation. - Jacob K. Christopher; Michael Cardei; Jinhao Liang; Ferdinando Fioretto (NeuS, 2025)

Constrained Language Generation with Discrete Diffusion Models. - Michael Cardei; Jacob K. Christopher; Thomas Hartvigsen; Brian R. Bartoldson; Bhavya Kailkhura; Ferdinando Fioretto (CoRR, 2025)