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Yu-Qi Wang

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#artificial intelligence Preprint Sep 2026

SeqMoE: Toward Full-Load Performance via Predictive and Graph-Compatible MoE Offloading

This work is the first to recast expert activation prediction as sequence modeling, enabling accurate multi-step, multi-layer forecasts that provide a long and reliable window for downstream decisions, and derives general runtime principles encompassing compute-transparent expert placement and synchronization-free orch...

Zi-Han Wang, Yu-Qi Wang, Lei Gong et al. · 0 citations