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20242026
most citedALISA: Accelerating Large Language Model Inference via Sparsity-Aware KV Caching

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cs.PF2025

Are We Scaling the Right Thing? A System Perspective on Test-Time Scaling

Youpeng Zhao, Jinpeng LV, Di Wu +2

Test-time scaling (TTS) has recently emerged as a promising direction to exploit the hidden reasoning capabilities of pre-trained large language models (LLMs). However, existing sc…

cs.PF2024

ALISE: Accelerating Large Language Model Serving with Speculative Scheduling

Youpeng Zhao, Jun Wang

Large Language Models (LLMs) represent a revolutionary advancement in the contemporary landscape of artificial general intelligence (AGI). As exemplified by ChatGPT, LLM-based appl…