Share First, Route What Remains: A Unified Framework for Token-Adaptive MoE Computation

Gongli Zhang, Zhulin Liu, C. L. Philip Chen

Mixture-of-experts (MoE) models have recently moved beyond routing a fixed number of complete experts. Shared-expert designs preserve reusable knowledge, fine-grained methods vary…