Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation. - Bonan Kou; Shengmai Chen; Zhijie Wang 014; Lei Ma 003; Tianyi Zhang 001 (CoRR, 2023)

Where Do Large Language Models Fail When Generating Code? - Zhijie Wang 014; Zijie Zhou; Da Song; Yuheng Huang 004; Shengmai Chen; Lei Ma 003; Tianyi Zhang 001 (CoRR, 2024)

Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? - Bonan Kou; Shengmai Chen; Zhijie Wang 014; Lei Ma 003; Tianyi Zhang 001 (Proc. ACM Softw. Eng., 2024)

Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models. - Zhijie Wang 014; Zijie Zhou; Da Song; Yuheng Huang 004; Shengmai Chen; Lei Ma 003; Tianyi Zhang 001 (ICSE, 2025)