Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning. - Chenxi Huang 004; Shaotian Yan; Liang Xie 003; Binbin Lin; Sinan Fan; Yue Xin; Deng Cai 001; Chen Shen 003; Jieping Ye (ACL (1), 2025)

Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach. - Sinan Fan; Liang Xie 003; Chen Shen 003; Ge Teng; Xiaosong Yuan; Xiaofeng Zhang; Chenxi Huang 004; Wenxiao Wang 001; Xiaofei He 001; Jieping Ye (ICLR, 2025)

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models. - Qiyan Zhao; Xiaofeng Zhang; Yiheng Li; Yun Xing; Xiaosong Yuan; Feilong Tang; Sinan Fan; Xuhang Chen 002; Xuyao Zhang; Dahan Wang (CoRR, 2025)