@inproceedings{qi-etal-2026-thought, title = "Thought-Action Graph Reasoning: Faithful and Efficient Reasoning of Large Language Models via Reusing Past Experience", author = "Qi, Zhixiao and Huang, Feng and Zhang, Yunqi and Zhang, Shijie and Sun, Qingqing and Huang, Yongfeng and Jiang, Minghu and Chen, Shuai and Zhang, Tianyi", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1572/", pages = "31433--31449", ISBN = "979-8-89176-395-1" }