Alexander Shabalin

Why Gaussian Diffusion Models Fail on Discrete Data? (2026) CoLM 2026
Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation (2026) ICML 2026
How to Train Your Latent Diffusion Language Model Jointly With the Latent Space (2026) ICML 2026 Workshop
Cosmos: Compressed and Smooth Latent Space for Text Diffusion Modeling (2025) NeurIPS 2025
TEncDM: Understanding the Properties of Diffusion Model in the Space of Language Model Encodings (2025) AAAI 2025