"llm inference" Papers

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PAD: Personalized Alignment of LLMs at Decoding-time

Ruizhe Chen, Xiaotian Zhang, Meng Luo et al.

ICLR 2025arXiv:2410.04070
36
citations

Tail-Optimized Caching for LLM Inference

Wenxin Zhang, Yueying Li, Ciamac C Moallemi et al.

NEURIPS 2025arXiv:2510.15152
2
citations

CHAI: Clustered Head Attention for Efficient LLM Inference

Saurabh Agarwal, Bilge Acun, Basil Hosmer et al.

ICML 2024arXiv:2403.08058
13
citations

SparQ Attention: Bandwidth-Efficient LLM Inference

Luka Ribar, Ivan Chelombiev, Luke Hudlass-Galley et al.

ICML 2024arXiv:2312.04985
90
citations