Attention Cloud Map: Visualizing Attention Migration of Students' Debugging Process in Semantic Code Space. - Jiayi Zeng; Wei Liu 004; Ying Zhou; Xinyu Li; Wenqing Cheng (ICCSE (3), 2022)

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)

A New Visualization Framework for Multimodal Programming Attention in Debugging Test. - Jiayi Zeng; Wei Liu 004; Ying Zhou; Xingyu Li; Wenqing Cheng; Qi Ruan (ACM TUR-C, 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)