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Congrats on the ICML 2026 Outstanding Paper Award! Glad to see diffusion LLMs attracting more and more attention.
The Flexibility Trap shows that discrete diffusion can hurt reasoning under arbitrary token order: too much flexibility at the token level may skip the high-entropy
Replying to @icmlconf
🏆Outstanding Paper is awarded to the following research papers:
The Flexibility Trap: Rethinking the Value of Arbitrary Order in Diffusion Language Models
High-Accuracy Sampling for Diffusion Models and Log-Concave Distributions
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