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Desheng Hui

1 accepted papers

2026

SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning

AAAI 2026technical

Long-context inference for Large Language Models (LLMs) is heavily limited by high computational demands. While several existing methods optimize attention computation, they still process the full set of hidden states at each layer, limiting overall efficiency. In this work, we propose SlimInfer, an

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