2025 "llm inference acceleration" Papers

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EasySpec: Layer-Parallel Speculative Decoding for Efficient Multi-GPU Utilization

Yize Wu, KE GAO, Ling Li et al.

NEURIPS 2025posterarXiv:2502.02493
1
citations

MUSTAFAR: Promoting Unstructured Sparsity for KV Cache Pruning in LLM Inference

Donghyeon Joo, Helya Hosseini, Ramyad Hadidi et al.

NEURIPS 2025posterarXiv:2505.22913
2
citations

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration

Heming Xia, Yongqi Li, Jun Zhang et al.

ICLR 2025posterarXiv:2410.06916
39
citations