"large language model inference" Papers

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Conference

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DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference

Jinwei Yao, Kaiqi Chen, Kexun Zhang et al.

ICLR 2025arXiv:2404.00242
9
citations

KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction

Jang-Hyun Kim, Jinuk Kim, Sangwoo Kwon et al.

NEURIPS 2025oralarXiv:2505.23416
17
citations

Polar Sparsity: High Throughput Batched LLM Inferencing with Scalable Contextual Sparsity

Susav Shrestha, Bradley Settlemyer, Nikoli Dryden et al.

NEURIPS 2025arXiv:2505.14884
3
citations

Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference

Barys Liskavets, Maxim Ushakov, Shuvendu Roy et al.

AAAI 2025paperarXiv:2409.01227
33
citations