LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data. - Cehao Yang; Xueyuan Lin; Chengjin Xu; Xuhui Jiang; Shengjie Ma; Aofan Liu; Hui Xiong 001; Jian Guo (ACL (Findings), 2025)

RefleXGen: The unexamined code is not worth using. - Bin Wang; Hui Li; Aofan Liu; BoTao Yang; Ao Yang; YiLu Zhong; Weixiang Huang; Runhuai Huang; Weimin Zeng; Yanping Zhang (ICASSP, 2025)

DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label Generation. - Haoxuan Li; Wei Song; Aofan Liu; Peiwu Qin (CoRR, 2025)

PiCo: Jailbreaking Multimodal Large Language Models via Pictorial Code Contextualization. - Aofan Liu; Lulu Tang; Ting Pan; Yuguo Yin; Bin Wang; Ao Yang (CoRR, 2025)

InfiJanice: Joint Analysis and In-situ Correction Engine for Quantization-Induced Math Degradation in Large Language Models. - Zhen Li; Yupeng Su; Songmiao Wang; Runming Yang; Congkai Xie; Aofan Liu; Ming Li 002; Jiannong Cao 001; Yuan Xie; Ngai Wong 001; Hongxia Yang (CoRR, 2025)