Experience

•   Oct. 2024 - Now: Research Assistant (Nanjing University, Software Institute)
  
  
•   Sep. 2020 - Sep. 2024: Ph.D. in Software Engineering (Nanjing University, Software Institute)
  • Supervised by Professor Zhenyu Chen and Associate Professor Chunrong Fang
  • Ph.D. Thesis: Knowledge-Enhanced Intelligent GUI Testing Research
    
    
•   Oct. 2022 - Oct. 2023: Visiting Ph.D. (ETH Zurich, Department of Computer Science)
  • Supervised by Professor Zhendong Su
    
    
•   Sep. 2016 - Jun. 2020: B.Eng. in Software Engineering (Nanjing University, Software Institute)
  
  

Awards

• 2023 Nanjing University Dongliang Scholarship (Award of Excellence in Academic Achievements)
• 2023 Nanjing University Excellent Graduate Student Pacemaker
• 2023 Nanjing University Guotai Junan Scholarship
• 2023 Nanjing University Excellent Graduate Student Innovation Project
• 2021 National Scholarship for Graduate Students
• 2020 Nanjing University Graduate Scholarship
• 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

• Principal Investigator: Postgraduate Research & Practice Innovation Program of Jiangsu Province (KYCX22_0174)
  Crowdsourced Test Report Optimization based on Multi-Modal Information Fusion Understanding
  
  
• Project Participant: National Natural Science Foundation of China (62141215)
  Crowdsourced Testing for Ubiquitous Operating System (UOS) Open Source Ecosystem
  
  
• Principal Investigator: Nanjing University Training Program of Innovation for Undergraduates (202010284073Z)
  Mobile Application Testing Research Based on Image Understanding
  
  
• Project Participant: 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
  
  

Publication

     ^#: Co-first Author    ^*: Corresponding Author

2024

• Enhanced Crowdsourced Test Report Prioritization via Image-and-Text Semantic Understanding and Feature Integration
  Chunrong Fang, Shengcheng Yu^*, Quanjun Zhang, Xin Li, Yulei Liu, and Zhenyu Chen.
  [CCF-A] IEEE Transaction on Software Engineering
  
  
• Redefining Crowdsourced Test Report Prioritization: An Innovative Approach with Large Language Model
  Yuchen Ling, Shengcheng Yu, Chunrong Fang^*, Guobin Pan, Jun Wang, Jia Liu^*.
  [CCF-B] Information and Software Technology
  
  
• Practical, Automated Scenario-based Mobile App Testing
  Shengcheng Yu, Chunrong Fang^*, Mingzhe Du, Zimin Ding, Zhenyu Chen, Zhendong Su.
  [CCF-A] IEEE Transaction on Software Engineering
  
  
• Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning
  Shengcheng Yu, Chunrong Fang^*, Xin Li, Yuchen Ling, Zhenyu Chen, Zhendong Su.
  [CCF-A] ACM Transactions on Software Engineering and Methodology
  
  
• Semi-Supervised Crowdsourced Test Report Clustering via Screenshot-Text Binding Rules
  Shengcheng Yu, Chunrong Fang^*, Quanjun Zhang, Mingzhe Du, Jia Liu^*, Zhenyu Chen^*.
  [CCF-A] FSE 2024
  
  
• Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms
  Shengcheng Yu, Chunrong Fang^*, Mingzhe Du, Yuchen Ling, Zhenyu Chen, Zhendong Su.
  [CCF-A] ICSE 2024
  
  

2023

• Vision-Based Mobile App GUI Testing: A Survey
  Shengcheng Yu, Chunrong Fang^*, Ziyuan Tuo, Quanjun Zhang, Chunyang Chen, Zhenyu Chen, Zhendong Su.
  arXiv
  
  
• LLM for Test Script Generation and Migration: Challenges, Capabilities, and Opportunities
  Shengcheng Yu, Chunrong Fang^*, Yuchen Ling, Chentian Wu, Zhenyu Chen.
  [CCF-C] QRS 2023
  
  
• Towards Effective Bug Reproduction for Mobile Applications
  Xin Li^#, Shengcheng Yu^#, Lifan Sun, Yuexiao Liu, Chunrong Fang^*. (Co-first Author)
  DSA 2023 Best Paper Award
  
  
• Mobile App Crowdsourced Test Report Consistency Detection via Deep Image-and-Text Fusion Understanding
  Shengcheng Yu, Chunrong Fang^*, Quanjun Zhang, Zhihao Cao, Yexiao Yun, Zhenfei Cao, Kai Mei, Zhenyu Chen.
  [CCF-A] IEEE Transaction on Software Engineering
  
  
• Test Report Generation for Android App Testing via Heterogeneous Data Analysis
  Chunrong Fang^*#, Shengcheng Yu^#, Ting Su^*, Jing Zhang, Yuanhan Tian, Yang Liu. (Co-first Author)
  [CCF-A] IEEE Transaction on Software Engineering

2022

• Leveraging Android Automated Testing to Assist Crowdsourced Testing
  Xiuting Ge, Shengcheng Yu, Chunrong Fang^*, Qi Zhu, Zhihong Zhao.
  [CCF-A] IEEE Transaction on Software Engineering
  
  
• SemCluster: A Semi-Supervised Clustering Tool for Crowdsourced Test Reports with Deep Image Understanding
  Mingzhe Du, Shengcheng Yu, Chunrong Fang^*, Tongyu Li, Heyuan Zhang, Zhenyu Chen.
  [CCF-A] ESEC/FSE 2022 (Demo Track)
  
  
• Test Case Prioritization Using Partial Attention
  Quanjun Zhang, Chunrong Fang^*, Weisong Sun, Shengcheng Yu, Yutao Xu, Yulei Liu.
  [CCF-B] Journal of Systems and Software
  
  
• UniRLTest: Universal Platform-Independent Testing with Reinforcement Learning via Image Understanding
  Ziqian Zhang, Yulei Liu, Shengcheng Yu, Xin Li, Yexiao Yun, Chunrong Fang^*, Zhenyu Chen.
  [CCF-A] ISSTA 2022 (Demo Track)
  
  

2021

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

2020

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

2019

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

Academic Service

• Journal Reviewer: ACM Transactions on Software Engineering and Methodology (2024), IEEE Transactions on Reliability (2024), IEEE Transactions on Intelligent Vehicles (2024)
• Conference Technical/Research Track PC Member: MSR 2024
• Conference Reviewer: IUI 2025
• Conference Artifact Evaluation Track PC Member: ISSTA 2024, ICSE 2024
• External Reviewer
• TOSEM, TSE, JSS, FCS, IET Software, ICSE (2021 2022 2025), ASE (2020 2021 2022 2023 2024), FSE (2020 2023 2025), ISSTA (2021 2024), ChinaSoft (2022), ISSRE (2020 2022 2023), ICST (2020 2021 2022), COMPSAC (2021), QRS (2020 2021 2022), AST (2023), AITest (2020 2021), DSA (2020 2023)
• [CST 2024] Organizer for National Contest on Software Testing
• [CST 2023] On-site Coordinator for National Contest on Software Testing
• [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 Track

Teaching

• Automated Testing: Teaching Assistant (2019 2020 2021 2023 2024)
  
  
• Software Engineering and Computing III: Teaching Assistant (2021 2023)
  
  
• Foundation of Computing System: Teaching Assistant (2021)
  
  

One More Thing

• Classic Music Fans
• French Horn Playing (Member of Nanjing University Symphony Orchestra)