Generating Fluent Adversarial Examples for Natural Languages. - Huangzhao Zhang; Hao Zhou 012; Ning Miao; Lei Li 005 (ACL (1), 2019)

Generating Adversarial Examples for Holding Robustness of Source Code Processing Models. - Huangzhao Zhang; Zhuo Li; Ge Li 001; Lei Ma 003; Yang Liu 003; Zhi Jin (AAAI, 2020)

Learning to represent programs with heterogeneous graphs. - Kechi Zhang; Wenhan Wang; Huangzhao Zhang; Ge Li 001; Zhi Jin (ICPC, 2022)

Poison Attack and Defense on Deep Source Code Processing Models. - Jia Li 011; Zhuo Li; Huangzhao Zhang; Ge Li 001; Zhi Jin; Xing Hu 008; Xin Xia 001 (CoRR, 2022)

Towards Robustness of Deep Program Processing Models - Detection, Estimation, and Enhancement. - Huangzhao Zhang; Zhiyi Fu; Ge Li 001; Lei Ma 003; Zhehao Zhao; Hua'an Yang; Yizhe Sun; Yang Liu 003; Zhi Jin (ACM Trans. Softw. Eng. Methodol., 2022)

WELL: Applying Bug Detectors to Bug Localization via Weakly Supervised Learning. - Zhuo Li; Huangzhao Zhang; Zhi Jin; Ge Li 001 (CoRR, 2023)

Large Language Model-Aware In-Context Learning for Code Generation. - Jia Li 012; Ge Li 001; Chongyang Tao; Jia Li 011; Huangzhao Zhang; Fang Liu 032; Zhi Jin (CoRR, 2023)

HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position. - Kechi Zhang; Ge Li 001; Huangzhao Zhang; Zhi Jin (ACL (1), 2024)

Deep learning for code generation: a survey. - Huangzhao Zhang; Kechi Zhang; Zhuo Li; Jia Li; Jia Li; Yongmin Li; Yunfei Zhao; Yuqi Zhu; Fang Liu 032; Ge Li 001; Zhi Jin (Sci. China Inf. Sci., 2024)

HiRoPE: Length Extrapolation for Code Models. - Kechi Zhang; Ge Li 001; Huangzhao Zhang; Zhi Jin (CoRR, 2024)

CodeBERT-Attack: Adversarial attack against source code deep learning models via pre-trained model. - Huangzhao Zhang; Shuai Lu; Zhuo Li; Zhi Jin; Lei Ma 003; Yang Liu 003; Ge Li 001 (J. Softw. Evol. Process., 2024)

Poison Attack and Poison Detection on Deep Source Code Processing Models. - Jia Li 011; Zhuo Li; Huangzhao Zhang; Ge Li 001; Zhi Jin; Xing Hu 008; Xin Xia 001 (ACM Trans. Softw. Eng. Methodol., 2024)

WELL: Applying bug detectors to bug localization via weakly supervised learning. - Huangzhao Zhang; Zhuo Li; Jia Li 012; Zhi Jin; Ge Li 001 (J. Softw. Evol. Process., 2024)

SEAlign: Alignment Training for Software Engineering Agent. - Kechi Zhang; Huangzhao Zhang; Ge Li 001; Jinliang You; Jia Li; Yunfei Zhao; Zhi Jin (CoRR, 2025)

Computational Thinking Reasoning in Large Language Models. - Kechi Zhang; Ge Li 001; Jia Li; Huangzhao Zhang; Jingjing Xu; Hao Zhu; Lecheng Wang; Jia Li; Yihong Dong; Jing Mai; Bin Gu; Zhi Jin (CoRR, 2025)

StackTrans: From Large Language Model to Large Pushdown Automata Model. - Kechi Zhang; Ge Li 001; Jia Li; Huangzhao Zhang; Yihong Dong; Jia Li; Jingjing Xu; Zhi Jin (CoRR, 2025)

Large Language Model-Aware In-Context Learning for Code Generation. - Jia Li 012; Chongyang Tao; Jia Li Male; Ge Li 001; Zhi Jin; Huangzhao Zhang; Zheng Fang; Fang Liu 032 (ACM Trans. Softw. Eng. Methodol., 2025)