Poster "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 2025arXiv:2502.02493
1
citations

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

Donghyeon Joo, Helya Hosseini, Ramyad Hadidi et al.

NEURIPS 2025arXiv:2505.22913
2
citations

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

Heming Xia, Yongqi Li, Jun Zhang et al.

ICLR 2025arXiv:2410.06916
41
citations

KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation

Minsik Cho, Mohammad Rastegari, Devang Naik

ICML 2024arXiv:2405.05329
11
citations

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Tianle Cai, Yuhong Li, Zhengyang Geng et al.

ICML 2024arXiv:2401.10774
549
citations