activity
20232026
most citedSpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification

101 citations · 102 across the 7 of their papers we have counts for

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2 papers · 1 filter

cs.AI2026

Thought-Level Beam Search for Reasoning

Lijie Yang, Hongyin Luo, Jiawei Zhao +2

Test-time compute scaling is a primary driver of performance in large reasoning models (LRMs), but extreme inefficiency bounds current approaches, shifting the critical question fr…

cs.AI2026

CaveAgent: Transforming LLMs into Stateful Runtime Operators

Maohao Ran, Zhenglin Wan, Cooper Lin +21

LLM-based agents are increasingly capable of complex task execution, yet current agentic systems remain constrained by text-centric paradigms that struggle with long-horizon tasks…