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20242026
most citedEfficient Inference for Large Language Model-based Generative Recommendation

1 citations · 1 across the 5 of their papers we have counts for

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cs.CL2025

Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting

Heming Xia, Cunxiao Du, Rui Li +3

Large reasoning models (LRMs) have demonstrated remarkable proficiency in tackling complex tasks through step-by-step thinking. However, this lengthy reasoning process incurs subst…

cs.CL2025

Tutorial Proposal: Speculative Decoding for Efficient LLM Inference

Heming Xia, Cunxiao Du, Yongqi Li +2

This tutorial presents a comprehensive introduction to Speculative Decoding (SD), an advanced technique for LLM inference acceleration that has garnered significant research intere…