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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Li-Wen Chang

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Book Open access Jul 2026

UniEP: Unified Expert-Parallel MegaKernel MoE for LLM Training

UniEP fuses the MoE communication and computation into MegaKernels, effectively transforming complex architectural tuning into a unified parameter search space for automated adaptability and incorporates a deterministic token ordering mechanism that guarantees numerical consistency with sequential execution, even under aggressive overlap schedules.

Size Zheng, Xuegui Zheng, Li-Wen Chang et al. · 1 citation

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