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Dynamic Expert Sharing: Decoupling Memory from Parallelism in Mixture-of-Experts Diffusion LLMs

DES selects sequence-level expert coresets for diffusion MoE LLMs to cut unique activations over 55% and latency up to 38% while retaining 99% accuracy, decoupling memory from parallelism.

Hao Chen, Zhiwen Mo, Royson Lee, Qianzhou Wang and 5 more

Atlanta Poster Session 3, Thu, Dec 10, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 1 on Hugging Face

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