Generating Adversarial Examples for Holding Robustness of Source Code Processing Models. - Huangzhao Zhang; Zhuo Li 013; Ge Li 001; Lei Ma 003; Yang Liu 003; Zhi Jin 001 (AAAI, 2020)

Few-Shot Guided Mix for DNN Repairing. - Xuhong Ren; Bing Yu; Hua Qi; Felix Juefei-Xu; Zhuo Li 013; Wanli Xue; Lei Ma 003; Jianjun Zhao 001 (ICSME, 2020)

A Search-Based Testing Framework for Deep Neural Networks of Source Code Embedding. - Maryam Vahdat Pour; Zhuo Li 013; Lei Ma 003; Hadi Hemmati (ICST, 2021)

Poison Attack and Defense on Deep Source Code Processing Models. - Jia Li 011; Zhuo Li 013; Huangzhao Zhang; Ge Li 001; Zhi Jin 001; Xing Hu 008; Xin Xia 001 (CoRR, 2022)

GBGallery : A benchmark and framework for game testing. - Zhuo Li 013; Yuechen Wu; Lei Ma 003; Xiaofei Xie; Yingfeng Chen; Changjie Fan (Empir. Softw. Eng., 2022)

Self-Edit: Fault-Aware Code Editor for Code Generation. - Kechi Zhang; Zhuo Li 013; Jia Li 011; Ge Li 001; Zhi Jin 001 (ACL (1), 2023)

QChecker: Detecting Bugs in Quantum Programs via Static Analysis. - Pengzhan Zhao; Xiongfei Wu; Zhuo Li 013; Jianjun Zhao 001 (Q-SE@ICSE, 2023)

Implant Global and Local Hierarchy Information to Sequence based Code Representation Models. - Kechi Zhang; Zhuo Li 013; Zhi Jin 001; Ge Li 001 (ICPC, 2023)

An Empirical Study of Bugs in Quantum Machine Learning Frameworks. - Pengzhan Zhao; Xiongfei Wu; Junjie Luo 005; Zhuo Li 013; Jianjun Zhao 001 (QSW, 2023)

ToolCoder: Teach Code Generation Models to use API search tools. - Kechi Zhang; Ge Li 001; Jia Li 011; Zhuo Li 013; Zhi Jin 001 (CoRR, 2023)

WELL: Applying Bug Detectors to Bug Localization via Weakly Supervised Learning. - Zhuo Li 013; Huangzhao Zhang; Zhi Jin 001; Ge Li 001 (CoRR, 2023)

CodeEditor: Learning to Edit Source Code with Pre-trained Models. - Jia Li 011; Ge Li 001; Zhuo Li 013; Zhi Jin 001; Xing Hu 008; Kechi Zhang; Zhiyi Fu (ACM Trans. Softw. Eng. Methodol., 2023)

Deep learning for code generation: a survey. - Huangzhao Zhang; Kechi Zhang; Zhuo Li 013; Jia Li; Jia Li; Yongmin Li; Yunfei Zhao; Yuqi Zhu; Fang Liu 032; Ge Li 001; Zhi Jin 001 (Sci. China Inf. Sci., 2024)

CodeBERT-Attack: Adversarial attack against source code deep learning models via pre-trained model. - Huangzhao Zhang; Shuai Lu; Zhuo Li 013; Zhi Jin 001; 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 013; Huangzhao Zhang; Ge Li 001; Zhi Jin 001; 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 013; Jia Li 012; Zhi Jin 001; Ge Li 001 (J. Softw. Evol. Process., 2024)

Transformer-based code model with compressed hierarchy representation. - Kechi Zhang; Jia Li; Zhuo Li 013; Zhi Jin 001; Ge Li 001 (Empir. Softw. Eng., 2025)

CodeScore: Evaluating Code Generation by Learning Code Execution. - Yihong Dong; Jiazheng Ding; Xue Jiang; Ge Li 001; Zhuo Li 013; Zhi Jin 001 (ACM Trans. Softw. Eng. Methodol., 2025)