AAAI 2026technical0 citations

Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities

Weixiang Zhao, Xingyu Sui, Jiahe Guo, Yulin Hu, Yang Deng, Yanyan Zhao, Xuda Zhi, Yongbo Huang

Abstract

Recent advancements in Large Reasoning Models (LRMs), such as OpenAI

BibTeX
@inproceedings{aaai2026_tradeoffsinlarge,
  title = {Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities},
  author = {Weixiang Zhao and Xingyu Sui and Jiahe Guo and Yulin Hu and Yang Deng and Yanyan Zhao and Xuda Zhi and Yongbo Huang and Hao He and Wanxiang Che and Ting Liu and Bing Qin},
  booktitle = {AAAI 2026},
  year = {2026}
}
Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities · AAAI 2026