Invited Talk: Smart Development of Mobile Apps with Deep Learning Workshop
Mobile apps now have become the most popular way of accessing the Internet as well as performing daily tasks, e.g., reading, shopping, banking and chatting. Different from traditional desktop applications, mobile apps are typically developed under time-to-market pressure and facing severe competitions. Therefore, for app developers and companies, it is crucial to accelerate the app development process. Towards this target, we are leveraging the large-scale mobile apps as the big data and data-driven methods like deep learning, program analysis to automate some app development process. In this talk, I will introduce some of my latest research works in automated software engineering within the app development cycle including extracting storyboard from apps for requirement engineering, constructing UI design gallery, converting UI design into code automatically, mobile app GUI animation testing, and accessibility testing.
I am a lecturer (a.k.a Assistant Professor) at Monash University. My primary research interests are in Software Engineering, Applied Data Analysis, Deep Learning, and Human-Computer Interaction. I am especially concerned with applying data analysis to automated software development and mining software repositories.
Mon 21 Sep Times are displayed in time zone: (UTC) Coordinated Universal Time
08:00 - 11:20: International Workshop on Advances in Mobile App Analysis[Workshop] A-Mobile at Koala | |||
08:00 - 08:10 Day opening | A-Mobile - Welcome and OpeningWorkshop [Workshop] A-Mobile O: Xiao ChenMonash University, O: Guozhu MengInstitute of Information Engineering, Chinese Academy of Sciences, Jacques KleinUniversity of Luxembourg, Luxembourg, Sam MalekUniversity of California at Irvine, USA | ||
08:10 - 09:10 Keynote | Mobile App Testing and Analysis: Getting There in Industrial CasesWorkshop [Workshop] A-Mobile Tao XiePeking University, USA | ||
09:10 - 09:40 Talk | Invited Talk: Smart Development of Mobile Apps with Deep Learning Workshop [Workshop] A-Mobile Chunyang ChenMonash University, Australia | ||
09:40 - 10:00 Talk | A Framework for the Automatic Execution of Measurement-based Experiments on Android DevicesWorkshop [Workshop] A-Mobile Ivano MalavoltaVrije Universiteit Amsterdam, Eoin GruaVrije Universiteit Amsterdam, Cheng-Yu Lam, Randy de Vries, Franky Tan, Eric Zielinski, Michael Peters, Luuk Kaandorp Pre-print | ||
10:00 - 10:20 Talk | Ecosystem Evolution Analysis and Trend Prediction of Projects in Android Application FrameworkWorkshop [Workshop] A-Mobile | ||
10:20 - 10:40 Talk | KnowledgeZooClient: Constructing Knowledge Graph for AndroidWorkshop [Workshop] A-Mobile Li LiMonash University, Australia, Jun GaoUniversity of Luxembourg, Luxembourg, Pingfan KongInterdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Haoyu WangBeijing University of Posts and Telecommunications, China, Mengyu HuangMonash University, Yuan-Fang LiMonash University, Tegawendé F. BissyandéUniversity of Luxembourg, Luxembourg | ||
10:40 - 11:00 Talk | Market-level Analysis of Government-backed COVID-19 Contact Tracing AppsWorkshop [Workshop] A-Mobile Huiyi WangBeijing University of Posts and Telecommunications, Liu WangBeijing University of Posts and Telecommunications, Haoyu WangBeijing University of Posts and Telecommunications, China | ||
11:00 - 11:20 Talk | Enforcing Green Code with Android LintWorkshop [Workshop] A-Mobile Olivier Le GoaerLIUPPA, Université de Pau et des Pays de l'Adour DOI Pre-print Media Attached |