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Ian Li

1 accepted papers

2026

Breaking the Factorization Barrier in Diffusion Language Models

ICML 2026poster

Diffusion language models theoretically allow for efficient parallel generation but are practically hindered by the "factorization barrier": the assumption that simultaneously predicted tokens are independent. This limitation forces a trade-off: models must either sacrifice speed by resolving depend…

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