Problem decomposition guided by reasoning utility for complex reasoning in LLMs.
Yaxin Guo|Hongye Tan|Ru Li|Xiaoli Li|Xinyi Sun|Pengpeng Qiang|Hu Zhang
| Anthology ID: | DBLP:journals/ipm/GuoTLLSQZ26 |
|---|---|
| Year: | 2026 |
| Venue: | Information Processing and Management |
| Pages: | 104509 |
| URL: | https://doi.org/10.1016/J.IPM.2025.104509 |
| DOI: | https://doi.org/10.1016/J.IPM.2025.104509 |
| DBLP: | journals/ipm/GuoTLLSQZ26 |
| BibTeX: |
@article{guo-2026-problem,
author = {Yaxin Guo and
Hongye Tan and
Ru Li and
Xiaoli Li and
Xinyi Sun and
Pengpeng Qiang and
Hu Zhang},
title = {{Problem decomposition guided by reasoning utility for complex reasoning in LLMs}},
journal = {Information Processing and Management},
volume = {63},
number = {3},
pages = {104509},
year = {2026},
url = {https://doi.org/10.1016/J.IPM.2025.104509},
doi = {https://doi.org/10.1016/J.IPM.2025.104509}
}