From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs. - Guocong Li; Weize Liu; Yihang Wu; Ping Wang; Shuaihan Huang; Hongxia Xu; Jian Wu 001 (ACL (Findings), 2025)

Reason from Future: Reverse Thought Chain Enhances LLM Reasoning. - Yinlong Xu; Yanzhao Zheng; Shuoshuo Sun; Shuaihan Huang; Baohua Dong; Hangcheng Zhu; Ruohui Huang; Gang Yu; Hongxia Xu; Jian Wu (ACL (Findings), 2025)