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By symmetry, we can find a connected component Γ⊆Γ ′′ that is separated into two pieces Γl,Γ r such thatµ(Γ) = 2µ(Γ l) = 2µ(Γr)>0, andγ=γ ′′ ∩Γalso haveν(γ)>0

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cs.LG 1

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2026 1

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CONDITIONAL 1

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InfoFlow: A Framework for Multi-Layer Transformer Analysis

cs.LG · 2026-05-18 · conditional · novelty 6.0

Multi-layer Transformers achieve better approximation for k-th largest retrieval tasks than single-layer ones, with the InfoFlow framework tracking information propagation to explain the gap.

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  • InfoFlow: A Framework for Multi-Layer Transformer Analysis cs.LG · 2026-05-18 · conditional · none · ref 21

    Multi-layer Transformers achieve better approximation for k-th largest retrieval tasks than single-layer ones, with the InfoFlow framework tracking information propagation to explain the gap.