作者位次 #7/10ACL 2026Poster· Natural Language Processing
Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models
Tianle Chen · Pengyu Cheng · Qiyuan Zhu · Jiacheng Wang · Bei Liu · Hao Gu · Ruijie Shen · Xiaofeng Hou · Sirui Han · Jiacheng Liu
摘要
Large Language Models (LLMs) have achieved exceptional performance in complex reasoning via Chain-of-Thought (CoT), yet the associated computational costs remain prohibitive. CoT reasoning contains significant untapped efficiency potential across two dimensions: temporal redundancy , where reason...