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20232026
most citedImproving the Robustness of Large Language Models via Consistency Alignment

4 citations · 4 across the 3 of their papers we have counts for

collaborators

1 paper

cs.LG2026

RAM-Net: Expressive Linear Attention with Selectively Addressable Memory

Kaicheng Xiao, Haotian Li, Liran Dong +1

While linear attention architectures offer efficient inference, compressing unbounded history into a fixed-size memory inherently limits expressivity and causes information loss. T…