Zhijie Wang

According to our database, Zhijie Wang authored at least 31 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Look Before You Leap: An Exploratory Study of Uncertainty Analysis for Large Language Models.

Yuheng Huang, Jiayang Song, Zhijie Wang, Shengming Zhao, Huaming Chen, Felix Juefei-Xu, Lei Ma

IEEE Trans. Software Eng., February, 2025

Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement.

Shuangzhi Li, Zhijie Wang, Felix Juefei-Xu, Qing Guo, Xingyu Li, Lei Ma

IEEE Trans. Multim., 2025

CarveNet: Carving Point-Block for Complex 3D Shape Completion.

Qing Guo, Zhijie Wang, Lubo Wang, Haotian Dong, Felix Juefei-Xu, Di Lin, Lei Ma, Wei Feng, Yang Liu

IEEE Trans. Multim., 2025

VLATest: Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation.

Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma

Proc. ACM Softw. Eng., 2025

An empirical study of AI techniques in mobile applications.

Yinghua Li, Xueqi Dang, Haoye Tian, Tiezhu Sun, Zhijie Wang, Lei Ma, Jacques Klein, Tegawendé F. Bissyandé

J. Syst. Softw., 2025

TESTEVAL: Benchmarking Large Language Models for Test Case Generation.

Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models.

Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

2024

Benchmarking Object Detection Robustness against Real-World Corruptions.

Jiawei Liu, Zhijie Wang, Lei Ma, Chunrong Fang, Tongtong Bai, Xufan Zhang, Jia Liu, Zhenyu Chen

Int. J. Comput. Vis., October, 2024

Generation-based Differential Fuzzing for Deep Learning Libraries.

Jiawei Liu, Yuheng Huang, Zhijie Wang, Lei Ma, Chunrong Fang, Mingzheng Gu, Xufan Zhang, Zhenyu Chen

ACM Trans. Softw. Eng. Methodol., February, 2024

Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code?

Bonan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang

Proc. ACM Softw. Eng., 2024

Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems.

Shengming Zhao, Yuheng Huang, Jiayang Song, Zhijie Wang, Chengcheng Wan, Lei Ma

CoRR, 2024

LADEV: A Language-Driven Testing and Evaluation Platform for Vision-Language-Action Models in Robotic Manipulation.

Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma

CoRR, 2024

Towards Testing and Evaluating Vision-Language-Action Models for Robotic Manipulation: An Empirical Study.

Zhijie Wang, Zhehua Zhou, Jiayang Song, Yuheng Huang, Zhan Shu, Lei Ma

CoRR, 2024

Where Do Large Language Models Fail When Generating Code?

Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang

CoRR, 2024

MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems.

Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement.

Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

<i>ArchRepair</i>: Block-Level Architecture-Oriented Repairing for Deep Neural Networks.

Hua Qi, Zhijie Wang, Qing Guo, Jianlang Chen, Felix Juefei-Xu, Fuyuan Zhang, Lei Ma, Jianjun Zhao

ACM Trans. Softw. Eng. Methodol., September, 2023

Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities.

Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu

Dataset, August, 2023

Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.

Yuheng Huang, Jiayang Song, Zhijie Wang, Huaming Chen, Lei Ma

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, Lei Ma, Tianyi Zhang

CoRR, 2023

AutoRepair: Automated Repair for AI-Enabled Cyber-Physical Systems under Safety-Critical Conditions.

Deyun Lyu, Jiayang Song, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma, Jianjun Zhao

CoRR, 2023

Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities.

Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

When Simulator Meets Natural Deviation: A Study on Deviations in Simulation-based ADS Testing.

Renzhi Wang, Zhijie Wang, Yuheng Huang, Lei Ma

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, 2023

DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction.

Zhijie Wang, Yuheng Huang, Da Song, Lei Ma, Tianyi Zhang

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

DeepLens: Interactive Out-of-distribution Data Detection in NLP Models.

Da Song, Zhijie Wang, Yuheng Huang, Lei Ma, Tianyi Zhang

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty.

Zhijie Wang, Yuheng Huang, Lei Ma, Haruki Yokoyama, Susumu Tokumoto, Kazuki Munakata

CoRR, 2022

AI-driven Mobile Apps: an Explorative Study.

Yinghua Li, Xueqi Dang, Haoye Tian, Tiezhu Sun, Zhijie Wang, Lei Ma, Jacques Klein, Tegawendé F. Bissyandé

CoRR, 2022

Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement.

Shuangzhi Li, Zhijie Wang, Felix Juefei-Xu, Qing Guo, Xingyu Li, Lei Ma

CoRR, 2022

When Cyber-Physical Systems Meet AI: A Benchmark, an Evaluation, and a Way Forward.

Jiayang Song, Deyun Lyu, Zhenya Zhang, Zhijie Wang, Tianyi Zhang, Lei Ma

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

2021

ArchRepair: Block-Level Architecture-Oriented Repairing for Deep Neural Networks.

Hua Qi, Zhijie Wang, Qing Guo, Jianlang Chen, Felix Juefei-Xu, Lei Ma, Jianjun Zhao

CoRR, 2021

CarveNet: Carving Point-Block for Complex 3D Shape Completion.

Qing Guo, Zhijie Wang, Felix Juefei-Xu, Di Lin, Lei Ma, Wei Feng, Yang Liu

CoRR, 2021