00:55:06
S5 | Esoteric Language Models
In this talk, Zhihan Yang presents Eso-LMs, which unifies AR and diffusion language models. Eso-LMs enable exact likelihoods and KV caching while preserving parallel generation.
January 12, 2026 Click to read full abstract
1:00:19
S4 | DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
In this talk, Shansan Gong will present DiffuCoder and discuss how diffusion language models enable global planning and iterative refinement for code generation.
December 22, 2025 Click to read full abstract
1:03:02
S3 | OneFlow: Concurrent Mixed-Modal and Interleaved Generation with Edit Flows
In this talk, John Nguyen presents OneFlow, a non-autoregressive multimodal model for concurrent text and image generation.
December 15, 2025 Click to read full abstract
1:02:24
S2 | Peptune: De Novo Generation of Therapeutic Peptides with Guided Discrete Diffusion
In this talk, Sophia Tang shows how discrete diffusion enables more controllable and efficient molecule generation.
November 25, 2025 Click to read full abstract
1:28:44
S1 | Diffusion Language Models beat AR in data constrained regime
In this talk, Mihir Prabhudesai shows that diffusion LLMs excel in such settings by extracting more information from limited data.
November 21, 2025 Click to read full abstract