Mathematical Language Models: A Survey. - Wentao Liu; Hanglei Hu; Jie Zhou 015; Yuyang Ding; Junsong Li; Jiayi Zeng; Mengliang He; Qin Chen 001; Bo Jiang 016; Aimin Zhou; Liang He 001 (CoRR, 2023)

Enhancing Textbook Question Answering with Knowledge Graph-Augmented Large Language Models. - Mengliang He; Aimin Zhou; Xiaoming Shi (ACML, 2024)

Flow2Code: Evaluating Large Language Models for Flowchart-based Code Generation Capability. - Mengliang He; Jiayi Zeng; Yankai Jiang 003; Wei Zhang; Zeming Liu; Xiaoming Shi; Aimin Zhou (ACL (Findings), 2025)

Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling. - Jiayi Zeng; Yizhe Feng; Mengliang He; Wenhui Lei; Wei Zhang; Zeming Liu; Xiaoming Shi; Aimin Zhou (ACL (1), 2025)

Foundation model enhanced derivative-free cognitive diagnosis. - Mingjia Li 002; Hong Qian; Jinglan Lv; Mengliang He; Wei Zhang; Aimin Zhou (Frontiers Comput. Sci., 2025)