Shengcheng Yu

49 papers A* 7A 1C 2Journal 33Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey on large language models for software engineering.
Sci. China Inf. Sci.
Quanjun Zhang, Chunrong Fang, Yang Xie, Yaxin Zhang, Shengcheng Yu, Weisong Sun, Yun Yang, Zhenyu Chen
2026 J jnl
GUI test migration via LLM with scenario-granularity understanding.
Frontiers Comput. Sci.
Quan Zhou, Shengcheng Yu, Chunrong Fang, Junyang Xing, Hongyi Yang, Jia Liu, Wenbin Guo, Zhenyu Chen
2026 J jnl
Human Cognitive Pattern Simulation for Crowdsourced Test Report Consistency Detection.
IEEE Trans. Software Eng.
Yuchen Ling, Shengcheng Yu, Shuguang Chen, Liuming Wang, Chunrong Fang, Wenbin Guo, Jia Liu, Zhenyu Chen
2026 J jnl
Large Language Models for Software Testing Education: an Experience Report.
CoRR
Peng Yang, Yunfeng Zhu, Chao Chang, Shengcheng Yu, Zhenyu Chen, Yong Tang
2026 J jnl
Test Script Intention Generation for Mobile Application via GUI Image and Code Understanding.
ACM Trans. Softw. Eng. Methodol.
Shengcheng Yu, Chunrong Fang, Jia Liu, Zhenyu Chen
2026 J jnl
Towards Automated Crowdsourced Testing via Personified-LLM.
CoRR
Shengcheng Yu, Yuchen Ling, Chunrong Fang, Zhenyu Chen, Chunyang Chen
2026 J jnl
Vision-Based Mobile App GUI Testing: A Survey.
ACM Comput. Surv.
Shengcheng Yu, Chunrong Fang, Ziyuan Tuo, Quanjun Zhang, Chunyang Chen, Zhenyu Chen, Zhendong Su
2025 J jnl
Enhanced Crowdsourced Test Report Prioritization via Image-and-Text Semantic Understanding and Feature Integration.
IEEE Trans. Software Eng.
Chunrong Fang, Shengcheng Yu, Quanjun Zhang, Xin Li, Yulei Liu, Zhenyu Chen
2025 J jnl
Improving Retrieval-Augmented Deep Assertion Generation via Joint Training.
CoRR
Quanjun Zhang, Chunrong Fang, Yi Zheng, Ruixiang Qian, Shengcheng Yu, Yuan Zhao, Jianyi Zhou, Yun Yang, Tao Zheng, Zhenyu Chen
2025 J jnl
Improving Retrieval-Augmented Deep Assertion Generation via Joint Training.
IEEE Trans. Software Eng.
Quanjun Zhang, Chunrong Fang, Yi Zheng, Ruixiang Qian, Shengcheng Yu, Yuan Zhao, Jianyi Zhou, Yun Yang, Tao Zheng, Zhenyu Chen
2025 J jnl
LLM-Guided Scenario-based GUI Testing.
CoRR
Shengcheng Yu, Yuchen Ling, Chunrong Fang, Quan Zhou, Chunyang Chen, Shaomin Zhu, Zhenyu Chen
2025 A* conf
Multi-dimensional Assessment of Crowdsourced Testing Reports via LLMs.
ASE
Yue Wang, Yuan Zhang, Shengcheng Yu, Zhenyu Chen
2025 J jnl
Redefining crowdsourced test report prioritization: An innovative approach with large language model.
Inf. Softw. Technol.
Yuchen Ling, Shengcheng Yu, Chunrong Fang, Guobin Pan, Jun Wang, Jia Liu
2024 J jnl
Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning.
ACM Trans. Softw. Eng. Methodol.
Shengcheng Yu, Chunrong Fang, Xin Li, Yuchen Ling, Zhenyu Chen, Zhendong Su
2024 J jnl
No Man is an Island: Towards Fully Automatic Programming by Code Search, Code Generation and Program Repair.
CoRR
Quanjun Zhang, Chunrong Fang, Ye Shang, Tongke Zhang, Shengcheng Yu, Zhenyu Chen
2024 A* conf
Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms.
ICSE
Shengcheng Yu, Chunrong Fang, Mingzhe Du, Yuchen Ling, Zhenyu Chen, Zhendong Su
2024 J jnl
Practical, Automated Scenario-Based Mobile App Testing.
IEEE Trans. Software Eng.
Shengcheng Yu, Chunrong Fang, Mingzhe Du, Zimin Ding, Zhenyu Chen, Zhendong Su
2024 J jnl
Practical, Automated Scenario-based Mobile App Testing.
CoRR
Shengcheng Yu, Chunrong Fang, Mingzhe Du, Zimin Ding, Zhenyu Chen, Zhendong Su
2024 J jnl
Redefining Crowdsourced Test Report Prioritization: An Innovative Approach with Large Language Model.
CoRR
Yuchen Ling, Shengcheng Yu, Chunrong Fang, Guobin Pan, Jun Wang, Jia Liu
2024 J jnl
Semi-supervised Crowdsourced Test Report Clustering via Screenshot-Text Binding Rules.
Proc. ACM Softw. Eng.
Shengcheng Yu, Chunrong Fang, Quanjun Zhang, Mingzhe Du, Jia Liu, Zhenyu Chen
2023 J jnl
A Survey on Large Language Models for Software Engineering.
CoRR
Quanjun Zhang, Chunrong Fang, Yang Xie, Yaxin Zhang, Yun Yang, Weisong Sun, Shengcheng Yu, Zhenyu Chen
2023 C conf
LLM for Test Script Generation and Migration: Challenges, Capabilities, and Opportunities.
QRS
Shengcheng Yu, Chunrong Fang, Yuchen Ling, Chentian Wu, Zhenyu Chen
2023 J jnl
LLM for Test Script Generation and Migration: Challenges, Capabilities, and Opportunities.
CoRR
Shengcheng Yu, Chunrong Fang, Yuchen Ling, Chentian Wu, Zhenyu Chen
2023 J jnl
Leveraging Android Automated Testing to Assist Crowdsourced Testing.
IEEE Trans. Software Eng.
Xiuting Ge, Shengcheng Yu, Chunrong Fang, Qi Zhu, Zhihong Zhao
2023 J jnl
Mobile App Crowdsourced Test Report Consistency Detection via Deep Image-and-Text Fusion Understanding.
IEEE Trans. Software Eng.
Shengcheng Yu, Chunrong Fang, Quanjun Zhang, Zhihao Cao, Yexiao Yun, Zhenfei Cao, Kai Mei, Zhenyu Chen
2023 J jnl
Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms.
CoRR
Shengcheng Yu, Chunrong Fang, Mingzhe Du, Yuchen Ling, Zhenyu Chen, Zhendong Su
2023 J jnl
Test Report Generation for Android App Testing Via Heterogeneous Data Analysis.
IEEE Trans. Software Eng.
Chunrong Fang, Shengcheng Yu, Ting Su, Jing Zhang, Yuanhan Tian, Yang Liu
2023 — conf
Towards Effective Bug Reproduction for Mobile Applications.
DSA
Xin Li, Shengcheng Yu, Lifan Sun, Yuexiao Liu, Chunrong Fang
2023 J jnl
Vision-Based Mobile App GUI Testing: A Survey.
CoRR
Shengcheng Yu, Chunrong Fang, Ziyuan Tuo, Quanjun Zhang, Chunyang Chen, Zhenyu Chen, Zhendong Su
2022 — conf
Automated Quality Assessment for Crowdsourced Test Reports Based on Dependency Parsing.
DSA
Huan Zhang, Yuan Zhao, Shengcheng Yu, Zhenyu Chen
2022 — conf
Automatic Bug Inference via Deep Image Understanding.
DSA
Shengcheng Yu, Wanmin Huang, Jingui Zhang, Haitao Zheng
2022 — conf
SemCluster: a semi-supervised clustering tool for crowdsourced test reports with deep image understanding.
ESEC/SIGSOFT FSE
Mingzhe Du, Shengcheng Yu, Chunrong Fang, Tongyu Li, Heyuan Zhang, Zhenyu Chen
2022 J jnl
Test Case Prioritization Using Partial Attention.
CoRR
Quanjun Zhang, Chunrong Fang, Weisong Sun, Shengcheng Yu, Yutao Xu
2022 J jnl
Test case prioritization using partial attention.
J. Syst. Softw.
Quanjun Zhang, Chunrong Fang, Weisong Sun, Shengcheng Yu, Yutao Xu, Yulei Liu
2022 A conf
UniRLTest: universal platform-independent testing with reinforcement learning via image understanding.
ISSTA
Ziqian Zhang, Yulei Liu, Shengcheng Yu, Xin Li, Yexiao Yun, Chunrong Fang, Zhenyu Chen
2022 J jnl
Universally Adaptive Cross-Platform Reinforcement Learning Testing via GUI Image Understanding.
CoRR
Shengcheng Yu, Chunrong Fang, Yulei Liu, Ziqian Zhang, Yexiao Yun, Xin Li, Zhenyu Chen
2021 J jnl
Automated Mobile App Test Script Intent Generation via Image and Code Understanding.
CoRR
Shengcheng Yu, Chunrong Fang, Tongyu Li, Mingzhe Du, Xuan Li, Jing Zhang, Yexiao Yun, Xu Wang, Zhenyu Chen
2021 J jnl
Detecting Crowdsourced Test Report Consistency for Mobile Apps with Deep Image Understanding and Text Analysis.
CoRR
Shengcheng Yu, Chunrong Fang, Kai Mei, Yexiao Yun, Zhenfei Cao, Zhihao Cao, Zhenyu Chen
2021 A* conf
Layout and Image Recognition Driving Cross-Platform Automated Mobile Testing.
ICSE
Shengcheng Yu, Chunrong Fang, Yexiao Yun, Yang Feng
2021 A* conf
Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding.
ICSE
Shengcheng Yu, Chunrong Fang, Zhenfei Cao, Xu Wang, Tongyu Li, Zhenyu Chen
2021 J jnl
Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding.
CoRR
Shengcheng Yu, Chunrong Fang, Zhenfei Cao, Xu Wang, Tongyu Li, Zhenyu Chen
2020 — conf
FuRong: fusing report of automated Android testing on multi-devices.
ICSE (Companion Volume)
Yuanhan Tian, Shengcheng Yu, Chunrong Fang, Peiyuan Li
2020 J jnl
Layout and Image Recognition Driving Cross-Platform Automated Mobile Testing.
CoRR
Shengcheng Yu, Chunrong Fang, Yexiao Yun, Yang Feng, Zhenyu Chen
2020 A* conf
STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis.
ASE
Zhenfei Cao, Xu Wang, Shengcheng Yu, Yexiao Yun, Chunrong Fang
2019 C conf
An Exploratory Study on Judicial Image Quality Assessment Based on Deep Learning.
QRS
Qiqi Gu, Weilin Cai, Shengcheng Yu, Zhenyu Chen
2019 A* conf
Crowdsourced Report Generation via Bug Screenshot Understanding.
ASE
Shengcheng Yu
2019 — conf
From Data Quality to Model Quality: An Exploratory Study on Deep Learning.
Internetware
Tianxing He, Shengcheng Yu, Ziyuan Wang, Jieqiong Li, Zhenyu Chen
2019 J jnl
From Data Quality to Model Quality: an Exploratory Study on Deep Learning.
CoRR
Tianxing He, Shengcheng Yu, Ziyuan Wang, Jieqiong Li, Zhenyu Chen
2019 A* conf
LIRAT: Layout and Image Recognition Driving Automated Mobile Testing of Cross-Platform.
ASE
Shengcheng Yu, Chunrong Fang, Yang Feng, Wenyuan Zhao, Zhenyu Chen