Shengcheng Yu
A Ph.D. student of iSE Lab, Software Institute, Nanjing University
Supervised by Professor Zhenyu Chen & Research Assistant Chunrong Fang
Research Interest
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Software Testing
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Mobile Application Testing
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Crowdsourced testing
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Image Understanding
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Multi-Modal Information Semantic Analysis
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Deep Learning
Contact
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yusc@smail.nju.edu.cn
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ysc@smail.nju.edu.cn
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ysc_nju@outlook.com
Education Experience
Nanjing University, Software Institute
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Ph.D. Candidate in Software Engineering
Sep. 2020 - Now
Recommended Test-Free
Nanjing University, Software Institute
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B.Eng. in Software Engineering
Sep. 2016 - Jun. 2020
Award
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
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Nanjing University Training Program of Innovation for Undergraduates (202010284073Z)
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Mobile Application Testing Research Based on Image Understanding
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Project Leader
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National Level
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National Key R&D Program of China (2018YFB1403400)
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R&D and Application of Integrated Crowdsourcing Test Service Platform for Information
Products and Technology Services
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Project Participant
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National Natural Science Foundation of China (61802171)
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Human-Machine Collaborative Mobile Application Testing Based on Comprehensible
Information Fusion
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Project Participant
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Publication
2021
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Shengcheng Yu, Chunrong Fang, Yexiao Yun, Yang Feng. Layout and Image Recognition Driving Cross-platform Automated Mobile Testing. ICSE 2021. Accepted
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Shengcheng Yu, Chunrong Fang, Zhenfei Cao, Xu Wang, Tongyu Li, Zhenyu Chen. Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding. ICSE 2021. Accepted
2020
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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. Accepted
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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
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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
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Shengcheng Yu. Crowdsourced Report Generation via Bug Screenshot Understanding. ASE 2019 Student Research Competition (ACM ASE’19 SRC First Place Undergraduate Winner). paper
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Tianxing He, Shengcheng Yu, Ziyuan Wang, Jieqiong L, Zhenyu Chen. From Data Quality to Model Quality: an Exploratory Study on Deep Learning. Internetware 2019. paper
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Qiqi Gu, Weilin Cai, Shengcheng Yu, Zhenyu Chen. Judicial Image Quality Assessment Based on Deep Learning: an Exploratory Study. QRS 2019. paper
Tool
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LIRAT: Layout and Layout and Image Recognition Driving Automated Mobile Testing of Cross-Platform
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Cooperator: YexiaoYun@NJU, WenyuanZhao@HUAWEI
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FuRong: Fusing Report of Automated Android Testing on Multi-Devices
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Cooperator: YuanhanTian@NJU, PeiyuanLi@HUAWEI, ZhenfeiCao@NJU, XuWang@NJU
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To be open-sourced
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iCTBRG: Intelligent Crowdsourced Testing Bug Report Generation
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Cooperator: YexiaoYun@NJU
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To be open-sourced
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STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis
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Cooperator: ZhenfeiCao@NJU, XuWang@NJU
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To be open-sourced
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DeepPrior: Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding
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Cooperator: ZhenfeiCao@NJU, XuWang@NJU, TongyuLi@NJU
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Patent
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A method for cross-platform replay of mobile testing script based of image recognition. Chunrong Fang, Yuanhan Tian, Shengcheng Yu, Qiuting Li, Pin Ji.
- 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, 吉品.
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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.
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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
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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
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Interested in classic music
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like playing French Horn
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Member of Nanjing University Symphony Orchestra
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Last Updated: 2021-04-08