RedesigningtheTransformerArchitecturewith InsightsfromMulti-particleDynamicalSystems
–Neural Information Processing Systems
Taking advantage of an analogy between Transformer stages and the evolution of a dynamical system of multiple interacting particles, we formulate a temporal evolution scheme,TransEvolve, to bypass costly dot-product attention over multiple stacked layers.
Neural Information Processing Systems
Feb-8-2026, 00:55:41 GMT
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