CarveNet: Carving Point-Block for Complex 3D Shape Completion. - Qing Guo 005; Zhijie Wang 014; Felix Juefei-Xu; Di Lin 002; Lei Ma 003; Wei Feng 005; Yang Liu 003 (CoRR, 2021)

ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks. - Hua Qi; Zhijie Wang 014; Qing Guo 005; Jianlang Chen; Felix Juefei-Xu; Lei Ma 003; Jianjun Zhao 001 (CoRR, 2021)

When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward. - Jiayang Song; Deyun Lyu; Zhenya Zhang; Zhijie Wang 014; Tianyi Zhang 001; Lei Ma 003 (ICSE (SEIP), 2022)

Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement. - Shuangzhi Li 003; Zhijie Wang 014; Felix Juefei-Xu; Qing Guo 005; Xingyu Li; Lei Ma 003 (CoRR, 2022)

AI-driven Mobile Apps: an Explorative Study. - Yinghua Li; Xueqi Dang; Haoye Tian; Tiezhu Sun; Zhijie Wang 014; Lei Ma 003; Jacques Klein; Tegawendé F. Bissyandé (CoRR, 2022)

An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty. - Zhijie Wang 014; Yuheng Huang 004; Lei Ma 003; Haruki Yokoyama; Susumu Tokumoto; Kazuki Munakata (CoRR, 2022)

DeepLens: Interactive Out-of-distribution Data Detection in NLP Models. - Da Song; Zhijie Wang 014; Yuheng Huang 004; Lei Ma 003; Tianyi Zhang 001 (CHI, 2023)

DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction. - Zhijie Wang 014; Yuheng Huang 004; Da Song; Lei Ma 003; Tianyi Zhang 001 (CHI, 2023)

When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing. - Renzhi Wang; Zhijie Wang 014; Yuheng Huang 004; Lei Ma 003 (ISSREW, 2023)

Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities. - Xinyu Gao; Zhijie Wang 014; Yang Feng 003; Lei Ma 003; Zhenyu Chen 001; Baowen Xu (ESEC/SIGSOFT FSE, 2023)

AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions. - Deyun Lyu; Jiayang Song; Zhenya Zhang; Zhijie Wang 014; Tianyi Zhang 001; Lei Ma 003; Jianjun Zhao 001 (CoRR, 2023)

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)

Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models. - Yuheng Huang 004; Jiayang Song; Zhijie Wang 014; Huaming Chen; Lei Ma 003 (CoRR, 2023)

Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities. - Xinyu Gao; Zhijie Wang 014; Yang Feng 003; Lei Ma 003; Zhenyu Chen 001; Baowen Xu (Zenodo, 2023)

ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks. - Hua Qi; Zhijie Wang 014; Qing Guo 005; Jianlang Chen; Felix Juefei-Xu; Fuyuan Zhang; Lei Ma 003; Jianjun Zhao 001 (ACM Trans. Softw. Eng. Methodol., 2023)

PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement. - Zhijie Wang 014; Yuheng Huang 004; Da Song; Lei Ma 003; Tianyi Zhang 001 (CHI, 2024)

MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems. - Xinyu Gao; Zhijie Wang 014; Yang Feng 003; Lei Ma 003; Zhenyu Chen 001; Baowen Xu (ICSE, 2024)

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)

Towards Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation: An Empirical Study. - Zhijie Wang 014; Zhehua Zhou; Jiayang Song; Yuheng Huang 004; Zhan Shu; Lei Ma 003 (CoRR, 2024)

LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation. - Zhijie Wang 014; Zhehua Zhou; Jiayang Song; Yuheng Huang 004; Zhan Shu; Lei Ma 003 (CoRR, 2024)

Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems. - Shengming Zhao; Yuheng Huang 004; Jiayang Song; Zhijie Wang 014; Chengcheng Wan 001; Lei Ma 003 (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)

Generation-based Differential Fuzzing for Deep Learning Libraries. - Jiawei Liu; Yuheng Huang 004; Zhijie Wang 014; Lei Ma 003; Chunrong Fang; Mingzheng Gu; Xufan Zhang; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Benchmarking Object Detection Robustness against Real-World Corruptions. - Jiawei Liu; Zhijie Wang 014; Lei Ma 003; Chunrong Fang; Tongtong Bai; Xufan Zhang; Jia Liu 015; Zhenyu Chen 001 (Int. J. Comput. Vis., 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)

TESTEVAL: Benchmarking Large Language Models for Test Case Generation. - Wenhan Wang; Chenyuan Yang; Zhijie Wang 014; Yuheng Huang 004; Zhaoyang Chu; Da Song; Lingming Zhang; An Ran Chen; Lei Ma 003 (NAACL (Findings), 2025)

An empirical study of AI techniques in mobile applications. - Yinghua Li; Xueqi Dang; Haoye Tian; Tiezhu Sun; Zhijie Wang 014; Lei Ma 003; Jacques Klein; Tegawendé F. Bissyandé (J. Syst. Softw., 2025)

VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation. - Zhijie Wang 014; Zhehua Zhou; Jiayang Song; Yuheng Huang 004; Zhan Shu; Lei Ma 003 (Proc. ACM Softw. Eng., 2025)

CarveNet: Carving Point-Block for Complex 3D Shape Completion. - Qing Guo 005; Zhijie Wang 014; Lubo Wang; Haotian Dong; Felix Juefei-Xu; Di Lin 002; Lei Ma 003; Wei Feng 005; Yang Liu 003 (IEEE Trans. Multim., 2025)

Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement. - Shuangzhi Li 002; Zhijie Wang 014; Felix Juefei-Xu; Qing Guo 005; Xingyu Li; Lei Ma 003 (IEEE Trans. Multim., 2025)

Look Before You Leap: An Exploratory Study of Uncertainty Analysis for Large Language Models. - Yuheng Huang 004; Jiayang Song; Zhijie Wang 014; Shengming Zhao; Huaming Chen; Felix Juefei-Xu; Lei Ma 003 (IEEE Trans. Software Eng., 2025)