Shengcheng Yu

Ph.D Student

iSE Lab, Software Institute, Nanjing University
Supervised by Professor Zhenyu Chen and Research Assistant Chunrong Fang
Research Interest: Software Testing, Mobile Application Testing, Crowdsourced testing, Image Understanding, Multi-Modal Information Semantic Analysis, Deep Learning
E-mail: yusc@smail.nju.edu.cn | ysc@smail.nju.edu.cn | ysc_nju@outlook.com

Education

  • Sep. 2020 - Now: Ph.D. Candidate in Software Engineering (Nanjing University, Software Institute)
    • Recommended Test-Free
  • Sep. 2016 - Jun. 2020: B.Eng. in Software Engineering (Nanjing University, Software Institute)

Awards

  • 2020 Nanjing University - HPI Research Scholarship
  • 2020 Nanjing University President's Special Scholarship for Ph.D. Student
  • 2020 Nanjing University Distinguished Undergraduate Thesis - First Prize
  • 2020 Nanjing University Software Institute Outstanding Graduate
  • 2019 ACM SRC First Place Winner of Undergraduate Group in ASE 2019
  • 2019 ACM SIGSOFT CAPS Program Award
  • 2018 Nanjing University “NJU - Linkage” Leadership Scholarship
  • 2018-2019 Nanjing University Renmin Scholarship
  • 2017-2018 Nanjing University Renmin Scholarship
  • 2016-2017 Nanjing University Renmin Scholarship

Project Involved

  • Nanjing University Training Program of Innovation for Undergraduates (202010284073Z)
    • Mobile Application Testing Research Based on Image Understanding
    • Project Leader
    • National Level
  • National Key R&D Program of China (2018YFB1403400)
    • R&D and Application of Integrated Crowdsourcing Test Service Platform for Information Products and Technology Services
    • Project Participant
  • National Natural Science Foundation of China (61802171)
    • Human-Machine Collaborative Mobile Application Testing Based on Comprehensible Information Fusion
    • Project Participant

Publication

2021

  • Shengcheng Yu, Chunrong Fang*, Tongyu Li, Mingzhe Du, Xuan Li, Jing Zhang, Yexiao Yun, Xu Wang, Zhenyu Chen. Automated Mobile App Test Script Intent Generation via Image and Code Understanding. Preprint. (paper)
  • Shengcheng Yu, Chunrong Fang*, Yexiao Yun, Yang Feng. Layout and Image Recognition Driving Cross-platform Automated Mobile Testing. ICSE 2021. (paper)
  • Shengcheng Yu, Chunrong Fang*, Zhenfei Cao, Xu Wang, Tongyu Li, Zhenyu Chen. Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding. ICSE 2021. (paper)

2020

  • Zhenfei Cao, Xu Wang, Shengcheng Yu, Yexiao Yun, Chunrong Fang*. STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis. ASE 2020 Demo. (paper)
  • Yuanhan Tian, Shengcheng Yu, Chunrong Fang*, Peiyuan Li. FuRong: Fusing Report of Automated Android Testing on Multi-Devices ICSE 2020 Demo. Co-First Author. (paper)

2019

  • Shengcheng Yu, Chunrong Fang*, Yang Feng, Wenyuan Zhao, Zhenyu Chen. LIRAT: Layout and Image Recognition Driving Automated Mobile Testing of Cross-Platform. ASE 2019 Demo. (paper)
  • Shengcheng Yu. Crowdsourced Report Generation via Bug Screenshot Understanding. ASE 2019 ACM Student Research Competition First Place Undergraduate Winner. (paper)
  • Tianxing He, Shengcheng Yu, Ziyuan Wang, Jieqiong Li, Zhenyu Chen. From Data Quality to Model Quality: an Exploratory Study on Deep Learning. Internetware 2019. (paper)
  • Qiqi Gu, Weilin Cai, Shengcheng Yu, Zhenyu Chen. Judicial Image Quality Assessment Based on Deep Learning: an Exploratory Study. QRS 2019. (paper)

Tool

  • LIRAT: Layout and Layout and Image Recognition Driving Automated Mobile Testing of Cross-Platform
  • FuRong: Fusing Report of Automated Android Testing on Multi-Devices
  • iCTBRG: Crowdsourced Report Generation via Bug Screenshot Understanding
  • STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis
  • DeepPrior: Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding
  • TestIntent: utomated Mobile App Test Script Intent Generation via Image and Code Understanding

Patent

  • A method for cross-platform replay of mobile testing script based of image recognition. Chunrong Fang, Yuanhan Tian, Shengcheng Yu, Qiuting Li, Jiawei Liu.
    • 一种基于图像识别的跨平台脚本录制与回放方法. 房春荣, 田元汉, 虞圣呈, 李秋婷, 刘佳玮.
  • A method for online analysis of crash information for Android applications. Chunrong Fang, Yuanhan Tian, Shengcheng Yu, Wenyuan Zhao, Zhenyu Chen.
    • 一种面向安卓应用的崩溃信息线上分析方法. 房春荣, 田元汉, 虞圣呈, 赵文远, 陈振宇.
  • A method for mobile application crowdsourced testing bug report generation based on image understanding technology. Chunrong Fang, Shengcheng Yu, Yexiao Yun, Xu Wang, Zhenfei Cao, Tongyu Li.
    • 一种基于图像理解技术的移动应用众包测试缺陷报告自动生成的方法. 房春荣, 虞圣呈, 恽叶霄, 王旭, 曹振⻜, 李彤宇.
  • A method for crowdsourced test report similarity detection based on natural language processing. Chunrong Fang, Xu Wang, Zhenfei Cao, Shengcheng Yu, Yexiao Yun, Tongyu Li.
    • 一种基于自然语言处理的众包测试报告相似度检测的方法. 房春荣, 王旭, 曹振⻜, 虞圣呈, 恽叶霄, 李彤宇.

Academic Service

  • [CST 2020] Online Coordinator for National Contest on Software Testing
  • [CST 2019] On-site Coordinator for National Contest on Software Testing
  • [QRS 2019] On-site Coordinator for IEEE International Contest on Software Testing
  • [ISSTA 2019] Student Volunteer
  • [ISSTA 2019] On-site Coordinator for Testing Competition

Teaching

  • [2019-2020] Teaching Assistant: Automated Testing

One More Thing

  • Classic Music Fans
  • French Horn Playing (Member of Nanjing University Symphony Orchestra)
Last Updated: 2021-07-15