Ao Ren

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20212026

most citedFlexible Clustered Federated Learning for Client-Level Data Distribution Shift

116 citations · 232 across the 6 of their papers we have counts for

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cs.LG2026

$D^{2} P r u n e$ : Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness

Lang Xiong, Ning Liu, Ao Ren +6

Large language models (LLMs) face significant deployment challenges due to their massive computational demands. % While pruning offers a promising compression solution, existing me…

D2Prune: Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness

$D^{2} P r u n e$ : Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness