Mengxi Zhang

Doctoral Degree in Engineering

Faculty of Higher Institutions

吉林大学

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Date of Employment:2025-09-01
Business Address:计算机楼208
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张梦玺,男,副教授(预聘),硕士生导师,2025年9月加入计算机学院软件工程系。2025年6月毕业于吉林大学计算机科学与技术学院,IEEE/ACM/CCF会员,近年来一直从事软件测试、图形化用户界面(GUI)无障碍测试、人机交互、大语言模型领域的研究工作。曾作为核心参与人员参与多项科研项目,包括国家自然科学基金面上项目、吉林省自然科学基金面上项目、吉林大学青年师生交叉项目、中科方德国产操作系统一期项目、字节跳动校企合作科研项目等项目。所取得的科研成果以第一作者、共同第一作者在软件工程领域和人机交互领域国内外顶级期刊TSE、TOSEM、TOCHI等发表论文10余篇。担任期刊IEEE TSE、ACM TOSEM、IST、ESWA、Information Science和会议IEEE/ACM ASE 2025、IEEE/ACM FSE 2026、IEEE ICSME 2024等多个国际期刊和会议审稿人。同时与吉林大学刘华虓教授团队、慕尼黑工业大学陈春阳教授团队、华为、字节跳动等企业和高校有着密切的合作关系。


现招收2026年入学的硕士研究生2名,欢迎咨询。


参与项目:

[1] 国家自然科学基金面上项目,基于垂直大模型的鸿蒙多端GUI优化与测试方法研究,2026.01-2030.01,50万,参与

[2] 吉林省自然科学基金面上项目,低视力用户的移动应用GUI无障碍化方法和关键技术研究,2023.01-2026.01,10万,参与

[3] 吉林大学青年师生交叉培育项目,基于深度学习的移动信息无障碍检测及实时优化方法研究,2022.01-2024.01,4万,参与

[4] 中科方德国产操作系统一期项目,服务器软件跨指令集适配,2024.1-2024.10,90万,参与

[5] 字节跳动校企合作科研项目,基于LLM的移动应用自动化测试,2023.10-2024.10,40万,参与

[6] 深地国家科技重大专项项目,2025.08-2029.08,120万,参与


代表性论文:

[1] Mengxi Zhang,Jianlin Yu, Chen Xu, Jiqun Li, Huaxiao Liu. Towards Testing the Accessibility of Dynamic Visual Changes in Android Mobile GUI with Multi-Modal LLMs. ACM Transactions on Computer-Human Interaction (TOCHI). 2026.01. (CCF-A,中科院一区)

[2] Mengxi Zhang, Huaxiao Liu*, Changhao Du, Tengmei Wang, Han Li, Pei Huang, and Chunyang Chen. Distinguishing GUI Component States for Blind Users using Large Language Models. ACM Transactions on Software Engineering and Methodology (TOSEM). 2025.03. (CCF-A,中科院一区)

[3] Mengxi Zhang, Huaxiao Liu*, Yuheng Zhou, Chunyang Chen, Pei Huang, and Jian Zhao. Don't Confuse! Redrawing GUI Navigation Flow in Mobile Apps for Visually Impaired Users. IEEE Transactions on Software Engineering (TSE). 2024, Vol 50, No.12, pp. 3351-3368. (CCF-A,中科院一区)

[4] Mengxi Zhang, Huaxiao Liu*, Chunyang Chen, Guangyong Gao, Han Li, and Jian Zhao. AccessFixer: Enhancing GUI Accessibility for Low Vision Users with R-GCN Model. IEEE Transactions on Software Engineering (TSE). 2024, Vol 50, No.2, pp. 173-189. (CCF-A,中科院一区)

[5] Mengxi Zhang, Huaxiao Liu*, Shenning Song, Chunyang Chen, Pei Huang, Jian Zhao. Are Your Apps Accessible? A GCN-based Accessibility Checker for Low Vision Users. Information and Software Technology (IST). 2024, Vol 174, No. 107518, pp. 1-16. (CCF-B,中科院二区)

[6] Mengxi Zhang, Yan Zhang, Guangyong Gao, Huaxiao Liu*Enhancing accessibility of web-based SVG buttons: An optimization method and best practices. Expert Systems With Applications (ESWA). 2024, Vol 238, No. 121883, pp. 1-17. (CCF-C,中科院一区)

[7] Mengxi Zhang, Huaxiao Liu*, Chunyang Chen, Yuzhou Liu, and Shuotong Bai. Consistent or not? An Investigation of using Pull Request Template in GitHub. Information and Software Technology (IST). 2022, Vol 144, No. 106797, pp. 1-13. (CCF-B,中科院二区)

[8] Huaxiao Liu*, Mengxi Zhang#, Lei Liu, and Zhou Liu. A method to acquire cross-domain requirements based on Syntax Direct Technique. Software: Practice and Experience (SPE). Vol 2022, No.52, pp. 236-253. (CCF-B)

[9] Shenning Song, Mengxi Zhang, Shaoquan Li, and Huaxiao Liu. Learning Heterogeneous Abstract Code Graph Representation for Program Comprehension. The Asia-Pacific Software Engineering Conference (APSEC) 2024. (CCF-C)

[10] Xinglong Yin, Mengxi Zhang, Tengmei Wang, Huaxiao Liu. Efficient exploration of hard-to-find function in GUIs: A method and best practice. Displays, 2025, 88,103037. (中科院二区)


[1] 2015.9  to  2019.6
吉林大学 | Computer science and technology | Editor | 理学学士学位
[2] 2019.9  to  2022.6
吉林大学 | 计算机技术 | With Certificate of Graduation for Study as Master's Candidates | Master's Degree in Engineering
[3] 2022.9  to  2025.6
吉林大学 | |--------计算机软件与理论 | Faculty of Higher Institutions | Doctoral Degree in Engineering

[1] 2025.9  to  Now
 软件工程 | 中国地质大学(武汉)计算机学院 

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