王志杰｜广州大学｜学者主页

2026

Drivence: Realistic Driving Sequence Synthesis for Testing Multi-Sensor Fusion Perception Systems

Xin-Yu Gao, Zhijie Wang, Yang Feng, Chaolan Wang, Zhehua Zhou, Yu-Heng Huang, Lei Ma, Zhen-Yu Chen, Bao-Wen Xu

IEEE Transactions on Software Engineering

DOI

2024

Miss-CAM:Visual Interpretation Algorithm for Convolutional Neural Networks Using Missingness Masks

Zhijie Wang, Lei Guo, Zhen Chen, Juan Chen

Chinese Conference on Pattern Recognition and Computer Vision

DOI

2024

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

Zhijie Wang, Zhehua Zhou, Jia-Yang Song, Yu-Heng Huang, Zhan Shu, Lei Ma

Proc. ACM Softw. Eng.

DOI

2024

Benchmarking Object Detection Robustness against Real-World Corruptions

Jia-Wei Liu, Zhijie Wang, Lei Ma, Chun-Rong Fang, Tongtong Bai, Xufan Zhang, Jia Liu, Zhen-Yu Chen

International Journal of Computer Vision

DOI

2024

Multitest:Physical-Aware Object Insertion for Testing Multi-Sensor Fusion Perception Systems

Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhen-Yu Chen, Baowen Xu

International Conference on Software Engineering

DOI

2024

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

Zhijie Wang, Zi-Jie Zhou, Da Song, Yu-Heng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang

International Conference on Software Engineering

DOI

2024

Understanding the Fundamental Design Decisions of Retrieval-Augmented Generation Systems

Shengming Zhao, Yu-Chen Shao, Yu-Heng Huang, Jia-Yang Song, Zhijie Wang, Cheng-Cheng Wan, Lei Ma

ACM Transactions on Software Engineering and Methodology

DOI

2024

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

Zhijie Wang, Yu-Heng Huang, Da Song, Lei Ma, Tianyi Zhang

International Conference on Human Factors in Computing Systems

DOI

2024

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

Zhijie Wang, Zhehua Zhou, Jia-Yang Song, Yu-Heng Huang, Zhan Shu, Lei Ma

arXiv.org

DOI

2024

TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Wen-Han Wang, Chenyuan Yang, Zhijie Wang, Yu-Heng Huang, Zhao-Yang Chu, Da Song, Ling-Ming Zhang, An-Ran Chen, Lei Ma

North American Chapter of the Association for Computational Linguistics

DOI

2023

Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation

Bo-Nan Kou, Shengmai Chen, Zhijie Wang, Lei Ma, Tianyi Zhang

arXiv.org

DOI

2023

Generation-based Differential Fuzzing for Deep Learning Libraries

Jia-Wei Liu, Yu-Heng Huang, Zhijie Wang, Lei Ma, Chun-Rong Fang, Mingzheng Gu, Xufan Zhang, Zhen-Yu Chen

ACM Transactions on Software Engineering and Methodology

DOI

2023

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

Renzhi Wang, Zhijie Wang, Yu-Heng Huang, Lei Ma

2023 IEEE 34th International Symposium on Software Reliability Engineering Workshops (ISSREW)

DOI

2023

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

Yu-Heng Huang, Jia-Yang Song, Zhijie Wang, Shengming Zhao, Hua-Ming Chen, Felix Juefei-Xu, Lei Ma

IEEE Transactions on Software Engineering

DOI

2022

AI-driven Mobile Apps: an Explorative Study

Ying-Hua Li, Xue-Qi Dang, Haoye Tian, Tiezhu Sun, Zhijie Wang, Lei Ma, Jacques Klein, Tegawendé F. Bissyandé

arXiv.org

DOI

2021

基于双路径循环神经网络的单通道语音增强

王志杰，张学良

《信号处理》

2019

基于系统多维要素的安全关键软件验证方法

吕小虎，韩笑冬，宫江雷，王志杰，刘小鲲

《计算机科学》

2017

应用档案精英学习和反向学习的多目标进化算法

谢承旺，王志杰，夏学文

《计算机学报》

2015

面向大数据库正则表达式查询的有效算法

张晓煜，林晓，王志杰

《河南科技大学学报(自然科学版)》

2015

一种多策略融合的多目标粒子群优化算法

谢承旺，邹秀芬，夏学文，王志杰

《电子学报》

2015

一种双链结构的多目标进化算法DCMOEA

谢承旺，王志杰，魏波，徐君，汪慎文

《控制与决策》

2013

全相位FFT在合成孔径水声通信运动补偿中的应用

王志杰，李宇，黄海宁

《电子与信息学报》

2012

基于基窗口的多维数据流相关性分析算法

钱江波，王志杰，陈华辉，董一鸿，谢志军，王永利

《模式识别与人工智能》

2009

SOA架构下基于Petri网的Web服务协商模型

方娟，王志杰

《微电子学与计算机》

DOI

2009

基于递阶分解聚类的非线性系统递推模糊辨识

王广军，王志杰，陈红

《控制与决策》

2007

仿人机器人复杂动态动作设计及相似性研究

张利格，黄强，杨洁，时有，王志杰，JAFRI Ali Raza

《自动化学报》

DOI

2000

DFIS用于抑制CDMA中的多路单频干扰

杜丽冰，王志杰，孙红雨

《电子与信息学报》

1998

一种基于面向对象思想的专家系统推理机模型

李楠，王志杰，李祖枢

《计算机工程与应用》

王志杰

精选作品

期刊论文

Drivence: Realistic Driving Sequence Synthesis for Testing Multi-Sensor Fusion Perception Systems

Miss-CAM:Visual Interpretation Algorithm for Convolutional Neural Networks Using Missingness Masks

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

Benchmarking Object Detection Robustness against Real-World Corruptions

Multitest:Physical-Aware Object Insertion for Testing Multi-Sensor Fusion Perception Systems

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

Understanding the Fundamental Design Decisions of Retrieval-Augmented Generation Systems

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

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

TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Is Model Attention Aligned with Human Attention? An Empirical Study on Large Language Models for Code Generation

Generation-based Differential Fuzzing for Deep Learning Libraries

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

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

AI-driven Mobile Apps: an Explorative Study

基于双路径循环神经网络的单通道语音增强

基于系统多维要素的安全关键软件验证方法

应用档案精英学习和反向学习的多目标进化算法

面向大数据库正则表达式查询的有效算法

一种多策略融合的多目标粒子群优化算法

一种双链结构的多目标进化算法DCMOEA

全相位FFT在合成孔径水声通信运动补偿中的应用

基于基窗口的多维数据流相关性分析算法

SOA架构下基于Petri网的Web服务协商模型

基于递阶分解聚类的非线性系统递推模糊辨识

仿人机器人复杂动态动作设计及相似性研究

DFIS用于抑制CDMA中的多路单频干扰

一种基于面向对象思想的专家系统推理机模型