Personal Information
Liu Huaxiao(刘华虓) Associate Professor
JiLin University(JLU 吉林大学) E-mail:liuhuaxiao@jlu.edu.cn

QQ:466530609

Wechat：zippo_lazio

Personal Profile：

Liu Huaxiao is a Associate Professor of JiLin University, China (2013-).Before that,he received education at Jilin University and obtained bachelor’s and doctoral degrees(2005–2013), and was surpervised by Professor Jin Ying.He also worked as a member of the Software Engineering Committee of China Computer Federation.

Research foucus on:
· Accessibility
· Android App Analysis
· Software Repository Mining

刘华虓，1986年出生，吉林长春人。2005-2013年在吉林大学计算机学院分获学士、博士学位，师从金英教授。2013年博士毕业后留校任教，2017年晋升为副教授，2018~2019年起获得博士研究生招生资格，2017年当选中国计算机学会软件工程专业委员会委员，现任中国计算机学会公益工作委员会委员。

主讲课程包括,本科生课程《编译原理与实现》、研究生课程《程序分析技术》，在2022-2023第二学期、2023-2024第一学期，学生综合课程教评分列全校前1%和3%。

在科研方面,以数据驱动为核心，面向软件社区及现实世界中切实存在的问题，利用包括文本分析、数据挖掘、代码分析、深度学习等技术探索解决方案。所涉及的研究领域主要包括：软件工程、人机交互、数据挖掘、专家系统。此外在移动信息无障碍领域开展了前沿探索，意图帮助视障群体可以平等、便捷、无障碍的与移动应用进行交互。2017年至今发表SCI检索论文40余篇，其中包CCF推荐A类期刊IEEE Transactions on Software Engineering（TSE）、ACM Transactions on Software Engineering and Methodology（TOSEM）6篇，实现了吉林大学在软件工程领域顶级期刊发表上的突破。在CCF推荐A类会议ICSE25的SEIP track发表论文1篇，B类/中科院1区期刊Information and Software Technology、Information Sciences、Journal of Systems and Software、Journal of Software: Evolution and Process、Software: Practice and Experience、IET Software、Science of Computer Programming、Journal of Computer Science& Technology等发表论文26篇。

主持项目包括：

1.国家重点研发计划子课题智能算法库

2.字节跳动公司校企合作项目基于LLM的移动应用自动化测试方法

3.中科方德国产操作系统项目国产架构软件适配

4.中国航空综合技术研究所算法开发项目故障树分析高效算法研究与开发

5.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

5.北京波尔通讯科技股份有限公司逻辑电路面积优化系统

6.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

7.吉林省青年科研基金项目、吉林大学优秀青年教师重点培养计划、吉林大学优青培育资助计划等

2020年以来累计到款400余万元。

NEWS

2025/03 Our reasearch paper was accepted by ACM Transactions on Software Engineering and Methodology(TOSEM)

2025/03 Two reasearch papers was accepted by Science of Computer Programming(SCP) and Expert Systems with Applications(ESWA)

2025/02 Our reasearch paper was published by ICSE25：Software Engineering in Practice (SEIP)

2024/10 Our reasearch paper was accepted by IEEE Transactions on Software Engineering(TSE)

2024/09 Two reasearch papers were published on ACM Transactions on Design Automation of Electronic Systems(TODAES) and Information and Software Technology(IST)

2024/06 Our reasearch paper was accepted by IEEE Transactions on Software Engineering(TSE)

2023/11 Two reasearch papers were accepted by IEEE Transactions on Software Engineering(TSE)

2023/10 One reasearch paper was accepted by ACM Transactions on Software Engineering and Methodology(TOSEM)

2023/09 Our reasearch paper was published on IEEE Transactions on Software Engineering(TSE)

2023/09 New paper accepted at Expert Systems with Applications(ESWA)

2023/06 New paper accepted at Information and Software Technology(IST)

2023/03 New paper accepted at Science of Computer Programming(SCP)

Representative academic papers published

Distinguishing GUI Component States for Blind Users using Large Language Models
ACM Transactions on Software Engineering and Methodology(2025.03 CCF-A) PDF
Authors: Zhang Mengxi, Liu Huaxiao*, Du Changhao, Wang Tengmei, Li Han, Huang Pei, Chen Chunyang

Agent for User: Testing Multi-User Interactive Features in TikTok
ICSE 2025 SE In Practice (SEIP)(CCF-A SEIP Track) PDF
Authors: Sidong Feng, Changhao Du, Huaxiao Liu, Qingnan Wang, Zhengwei Lv, Gang Huo, Xu Yang, Chunyang Chen

Don’t Confuse! Redrawing GUI Navigation Flow in Mobile Apps for Visually Impaired Users
IEEE Transactions on Software Engineering(2024.12 CCF-A) PDF
Authors: Zhang Mengxi, Liu Huaxiao*, Zhou Yuheng, Chen Chunyang, Huang Pei, Zhao Jian

Improving Issue-PR Link Prediction via Knowledge-aware Heterogeneous Graph Learning.
IEEE Transactions on Software Engineering(2024.6 CCF-A) PDF
Authors: Bai shuotong, Liu Huaxiao*, Dai Enyan, Liu Lei

AccessFixer: Enhancing GUI Accessibility for Low Vision Users with R-GCN Model.
IEEE Transactions on Software Engineering(2024.2 CCF-A) PDF
Authors: Zhang Mengxi, Liu Huaxiao*, Chen Chunyang, Gao Guangyong, Li Han, Zhao Jian

Which animation API should I use next? A multi-modal real-time animation API recommendation model for Android apps.
IEEE Transactions on Software Engineering(2024.1 CCF-A)PDF
Authors:Gao Shanquan, Zhang Liyuan, Liu Huaxiao, Wang Yihui

Automated Mapping of Adaptive App GUIs from Phones to TVs.
ACM Transactions on Software Engineering and Methodology(TOSEM 2024.2 CCF-A)PDF
Authors: Hu Han, Dong Ruiqi, Grundy John, Nguyen Thai, Liu Huaxiao, Chen Chunyang.

Animation2API: API Recommendation for the Implementation of Android UI Animations.
IEEE Transactions on Software Engineering(2023.09 CCF-A)PDF
Authors: Wang Yihui, Liu Huaxiao*, Gao Shanquan

LayoutOptimizer: A layout rendering performance optimizer for Android application.
Science of Computer Programming(2025.09 CCF-B)PDF
Authors:Wu Yue, He Zhentao, Wang Qingnan, Wang Yihui, Liu Huaxiao

Are your apps accessible? A GCN-based accessibility checker for low vision users.
Information and Software Technology(2024.10 CCF-B)PDF
Authors:Mengxi Zhang, Liu Huaxiao*,Shenning Song,Chunyang Chen,Pei Huang,Jian Zhao

A Power Optimization Approach for Large-scale RM-TB Dual Logic Circuits Based on an Adaptive Multi-Task Intelligent Algorithm.
ACM Transactions on Design Automation of Electronic Systems(2024.08 CCF-B)PDF
Authors:Xiaoqian Wu,Liu Huaxiao*,Peng Wang,Lei Liu,Zhenxue He

CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks.
Journal of Systems Architecture(2023.10 CCF-B)PDF
Authors:Guangli Li, Xiu Ma,Qiuchu Yu,Lei Liu,Liu Huaxiao,Xueying Wang

Describing the APIs comprehensively: Obtaining the holistic representations from multiple modalities data for different tasks.
Information and Software Technology (2023.6 CCF-B)PDF
Authors:Li Xun, Liu Lei, Chen Zhiqi, Liu Yuzhou*, Liu Huaxiao

A lightweight API recommendation method for App development based on multi-objective evolutionary algorithm.
Science of Computer Programming(2023.3 CCF-B)PDF
Authors:Li Xun, Liu Lei, Liu Yuzhou, Liu Huaxiao

Missing Standard Features Compared with Similar Apps? A Feature Recommendation Method based on the Knowledge from User Interface.
Journal of Systems & Software (2022.11 CCF-B)PDF
Authors:Wang Yihui,Gao Shanquan,Li Xingtong,Liu Lei,Liu Huaxiao*

Find Potential Partners: A GitHub User Recommendation Method Based on Event Data.
Information and Software Technology(2022.10 CCF-B)PDF
Authors:Bai Shuotong, Liu Lei, Liu Huaxiao*, Zhang Mengxi, Meng Chenkun, Zhang Peng

FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators.
Journal of Computer Science& Technology(2022.10 CCF-B)PDF
Authors:Liu Lei,Ma Xiu,Liu Huaxiao*

Consistent or not? An Investigation of Using Pull Request Template in GitHub.
Information and Software Technology(2022.4 CCF-B)PDF
Authors:Zhang Mengxi,Liu Huaxiao*, Chen Chunyang, Liu Yuzhou, Bai Shuotong

Mining Detailed Information from Description for App Functions Comparison.
IET Software(2022.2 CCF-B)PDF
Authors:Liu Huaxiao*, Yin Xinglong, Gao Shanquan, Zhang Mengxi

A method to acquire cross-domain requirements based on Syntax Direct Technique.
Software: Practice and Experience(2022.1 CCF-B)PDF
Authors:Liu Huaxiao*, Zhang Mengxi, Liu Lei, Liu Zhou

Supporting Features Updating of Apps by Analyzing Similar Products in App Stores.
Information Sciences (2021.11 CCF-B)PDF
Authors:Liu Huaxiao, Wang Yihui, Liu Yuzhou*, Gao Shanquan

Application programming interface recommendation according to the knowledge indexed by app feature mined from app stores. Journal of Software:Evolution and Process(2021.11 CCF-B)PDF
Authors:Liu Lei, Li Xun, Liu Yuzhou*, Liu Huaxiao

App recommendation based on both quality and security
Journal of Software: Evolution and Process(2021.3 CCF-B)PDF
Authors:Gao Shanquan, Liu Lei, Liu Yuzhou*, Wang Yihui，Liu Huaxiao

API Recommendation for the Development of Android App Features based on the Knowledge Mined from App Stores.
Science of Computer Programming(2021.02 CCF-B)PDF
Authors:Gao Shanquan, Liu Lei, Liu Yuzhou*, Wang Yihui，Liu Huaxiao

Updating the goal model with user reviews for the evolution of an app
Journal of Software: Evolution and Process(2020.08 CCF-B)PDF
Authors:Gao Shanquan, Liu Lei, Liu Yuzhou*, Wang Yihui,Liu Huaxiao

Combining goal model with reviews for supporting the evolution of apps
IET Software(2020.02 CCF-B)PDF
Authors:Yuzhou Liu, Lei Liu, LiuHuaxiao*, Shanquan Gao

App Store Mining for Iterative Domain Analysis:Combine App descriptions with user Reviews.
Software:Practice and Experience (2019.06 CCF-B)PDF
Authors:Liu Yuzhou, Liu Lei, Liu Huaxiao*, Yin Xinglong

Analyzing Reviews Guided by App Description for the Software Development and Evolution.
Journal of software-evolution and process (2018.12 CCF-B)PDF
Authors:Liu Yuzhou, Liu Lei, Liu Huaxiao*,Wang Xiaoyu

Mining Domain Knowledge from App Descriptions.
Journal of system and software (2017.11 CCF-B)PDF
Authors:Liu Yuzhou,Liu Lei, Liu Huaxiao*

The Verification of Program Relationships in the Context of Software Cybernetics.
Journal of Systems and Software (2017.02 CCF-B)PDF
Authors:Liu Huaxiao,Liu Yuzhou,Liu Lei*

CLG: Automated Checklist Generation for Improved Pull Request Quality.
Expert Systems with Applications(2025.06 CCF-C 中科院一区) Authors:Bai Shuotong, Meng Chenkun, Li Guodong, Liu Huaxiao

Enhancing accessibility of web-based SVG buttons: An optimization method and best practices.
Expert Systems with Applications(2024.3 CCF-C 中科院1区)PDF
Authors:Zhang Mengxi,Zhang Yan,Gao Guangyong,Liu Huaxiao*

UiAnalyzer: Evaluating whether the UI of apps is at the risk of violating the design conventions in terms of function layout.
Expert Systems with Applications(2024 CCF-C 中科院一区)PDF
Authors:Gao Shanquan, Wang Yihui, Liu Huaxiao

Automating discussion structure re-organization for GitHub issues.
Expert Systems with Applications(2023.9 CCF-C 中科院一区)PDF
Authors:Bai Shuotong,Liu Lei,Meng Chenkun,Liu Huaxiao*

Learning Heterogeneous Abstract Code Graph Representations For Program Comprehension.
APSEC 2024(2024.12 CCF-C)
Authors:Shenning Song,Mengxi Zhang，Shaoquan Li，Liu Huaxiao*

AGAA: An Android GUI Accessibility Adapter for Low Vision Users.
IEEE Annual International Computer Software and Applications Conference (COMPSAC 2023.6 CCF-C)PDF
Authors:Xu Yifang,Liu Huaxiao*

UISMiner: Mining UI Suggestions from User Reviews.
Expert Systems With Applications(2022.11 CCF-C 中科院1区)PDF
Authors:Wang Yihui,Gao Shanquan,Zhang Yan,Liu Huaxiao*

Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs.
Neurocomputing(2022.9 CCF-C)PDF
Authors:Ma Xiu, Li Guangli*, Liu Lei, Liu Huaxiao

Understanding the Runtime Overheads of Deep Learning Inference on Edge Devices.
2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking(2021 CCF-C)PDF
Authors:Ma Xiu, Li Guangli*, Liu Lei, Liu Huaxiao

Categorizing npm Packages by Analyzing the Text Information in Software Repositories.
APSEC 2021(2021.12 CCF-C)PDF
Authors:Wang Yu,Liu Huaxiao*, Gao Shanquan, Li Shujia