学术动态
计算机科学技术名家讲座(二十七)——陈春阳
科研办 发布时间:2018-12-03 09:55  点击:

报告题目:Mining Software Repositories & Automated Software Engineering with Deep Learning

报告时间:2018126星期 上午9

报告地点:计算机楼A521

报告人:陈春阳

报告人简介

Chunyang Chen is a lecturer (Assistant Professor) from Faculty of Information Technology, Monash University, Australia. He obtained his Ph.D from Nanyang Technological University, Singapore. His research is mainly about mining software repository (e.g., Stack Overflow and GitHub), automated software engineering, and human-computer interaction. He has published tens of research papers in top venues such as ICSE, ASE, CSCW and obtained two best paper awards and one SIGSOFT ACM Distinguished Paper Award.

 

报告内容简介

During the evolution of software development, a lot of software development experience and knowledge has been recorded in different software repositories such as source code in GitHub, Q&A discussions in Stack Overflow, software vulnerabilities in CVE database, etc. How to effectively leverage such big data to assist developers is an interesting, but challenging task.

 

In this talk, I will introduce some of my latest research works in two aspects i.e., mining software repositories (MSR) and automated software engineering (ASE). First, I will introduce how to distill crowd knowledge (especially analogical software artifacts like third-party libraries, API) by mining unstructured data in software repositories for supporting developers’ information seeking. Second, I will introduce our recent works about automated software engineering with deep learning like automatically converting UI design images to front-end source code.

 

In addition, I will also introduce Monash University and the scholarship opportunity of Mphil, PhD and visiting students.

 

主办单位

吉林大学计算机科学与技术学院

吉林大学软件学院

吉林大学计算机科学技术研究所

符号计算与知识工程教育部重点实验室

海战场攻防对抗仿真技术教育部重点实验室

 

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