From Data Quality to Model Quality: An Exploratory Study on Deep Learning. - Tianxing He; Shengcheng Yu; Ziyuan Wang 001; Jieqiong Li; Zhenyu Chen 001 (Internetware, 2019)

Crowdsourced Report Generation via Bug Screenshot Understanding. - Shengcheng Yu (ASE, 2019)

LIRAT: Layout and Image Recognition Driving Automated Mobile Testing of Cross-Platform. - Shengcheng Yu; Chunrong Fang; Yang Feng 003; Wenyuan Zhao; Zhenyu Chen 001 (ASE, 2019)

An Exploratory Study on Judicial Image Quality Assessment Based on Deep Learning. - Qiqi Gu; Weilin Cai; Shengcheng Yu; Zhenyu Chen 001 (QRS, 2019)

FuRong: fusing report of automated Android testing on multi-devices. - Yuanhan Tian; Shengcheng Yu; Chunrong Fang; Peiyuan Li (ICSE (Companion Volume), 2020)

STIFA: Crowdsourced Mobile Testing Report Selection Based on Text and Image Fusion Analysis. - Zhenfei Cao; Xu Wang; Shengcheng Yu; Yexiao Yun; Chunrong Fang (ASE, 2020)

Layout and Image Recognition Driving Cross-Platform Automated Mobile Testing. - Shengcheng Yu; Chunrong Fang; Yexiao Yun; Yang Feng 003; Zhenyu Chen 001 (CoRR, 2020)

Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding. - Shengcheng Yu; Chunrong Fang; Zhenfei Cao; Xu Wang; Tongyu Li; Zhenyu Chen 001 (ICSE, 2021)

Layout and Image Recognition Driving Cross-Platform Automated Mobile Testing. - Shengcheng Yu; Chunrong Fang; Yexiao Yun; Yang Feng 003 (ICSE, 2021)

Automated Mobile App Test Script Intent Generation via Image and Code Understanding. - Shengcheng Yu; Chunrong Fang; Tongyu Li; Mingzhe Du; Xuan Li; Jing Zhang; Yexiao Yun; Xu Wang; Zhenyu Chen 001 (CoRR, 2021)

Detecting Crowdsourced Test Report Consistency for Mobile Apps with Deep Image Understanding and Text Analysis. - Shengcheng Yu; Chunrong Fang; Kai Mei; Yexiao Yun; Zhenfei Cao; Zhihao Cao; Zhenyu Chen 001 (CoRR, 2021)

Automatic Bug Inference via Deep Image Understanding. - Shengcheng Yu; Wanmin Huang; Jingui Zhang; Haitao Zheng (DSA, 2022)

Automated Quality Assessment for Crowdsourced Test Reports Based on Dependency Parsing. - Huan Zhang; Yuan Zhao; Shengcheng Yu; Zhenyu Chen 001 (DSA, 2022)

UniRLTest: universal platform-independent testing with reinforcement learning via image understanding. - Ziqian Zhang; Yulei Liu; Shengcheng Yu; Xin Li 034; Yexiao Yun; Chunrong Fang; Zhenyu Chen 001 (ISSTA, 2022)

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 001 (ESEC/SIGSOFT FSE, 2022)

Test Case Prioritization Using Partial Attention. - Quanjun Zhang; Chunrong Fang; Weisong Sun; Shengcheng Yu; Yutao Xu (CoRR, 2022)

Universally Adaptive Cross-Platform Reinforcement Learning Testing via GUI Image Understanding. - Shengcheng Yu; Chunrong Fang; Yulei Liu; Ziqian Zhang; Yexiao Yun; Xin Li 034; Zhenyu Chen 001 (CoRR, 2022)

Test case prioritization using partial attention. - Quanjun Zhang; Chunrong Fang; Weisong Sun; Shengcheng Yu; Yutao Xu; Yulei Liu (J. Syst. Softw., 2022)

Towards Effective Bug Reproduction for Mobile Applications. - Xin Li 034; Shengcheng Yu; Lifan Sun; Yuexiao Liu; Chunrong Fang (DSA, 2023)

LLM for Test Script Generation and Migration: Challenges, Capabilities, and Opportunities. - Shengcheng Yu; Chunrong Fang; Yuchen Ling; Chentian Wu; Zhenyu Chen 001 (QRS, 2023)

Vision-Based Mobile App GUI Testing: A Survey. - Shengcheng Yu; Chunrong Fang; Ziyuan Tuo; Quanjun Zhang; Chunyang Chen 001; Zhenyu Chen 001; Zhendong Su 001 (CoRR, 2023)

A Survey on Large Language Models for Software Engineering. - Quanjun Zhang; Chunrong Fang; Yang Xie; Yaxin Zhang; Yun Yang 001; Weisong Sun; Shengcheng Yu; Zhenyu Chen 001 (CoRR, 2023)

Test Report Generation for Android App Testing Via Heterogeneous Data Analysis. - Chunrong Fang; Shengcheng Yu; Ting Su 001; Jing Zhang; Yuanhan Tian; Yang Liu 003 (IEEE Trans. Software Eng., 2023)

Leveraging Android Automated Testing to Assist Crowdsourced Testing. - Xiuting Ge; Shengcheng Yu; Chunrong Fang; Qi Zhu; Zhihong Zhao (IEEE Trans. Software Eng., 2023)

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 001 (IEEE Trans. Software Eng., 2023)

Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms. - Shengcheng Yu; Chunrong Fang; Mingzhe Du; Yuchen Ling; Zhenyu Chen 001; Zhendong Su 001 (ICSE, 2024)

No Man is an Island: Towards Fully Automatic Programming by Code Search, Code Generation and Program Repair. - Quanjun Zhang; Chunrong Fang; Ye Shang; Tongke Zhang; Shengcheng Yu; Zhenyu Chen 001 (CoRR, 2024)

Redefining Crowdsourced Test Report Prioritization: An Innovative Approach with Large Language Model. - Yuchen Ling; Shengcheng Yu; Chunrong Fang; Guobin Pan; Jun Wang; Jia Liu 015 (CoRR, 2024)

Semi-supervised Crowdsourced Test Report Clustering via Screenshot-Text Binding Rules. - Shengcheng Yu; Chunrong Fang; Quanjun Zhang; Mingzhe Du; Jia Liu 015; Zhenyu Chen 001 (Proc. ACM Softw. Eng., 2024)

Practical, Automated Scenario-Based Mobile App Testing. - Shengcheng Yu; Chunrong Fang; Mingzhe Du; Zimin Ding; Zhenyu Chen 001; Zhendong Su 001 (IEEE Trans. Software Eng., 2024)

Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning. - Shengcheng Yu; Chunrong Fang; Xin Li 034; Yuchen Ling; Zhenyu Chen 001; Zhendong Su 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Redefining crowdsourced test report prioritization: An innovative approach with large language model. - Yuchen Ling; Shengcheng Yu; Chunrong Fang; Guobin Pan; Jun Wang; Jia Liu 008 (Inf. Softw. Technol., 2025)

Enhanced Crowdsourced Test Report Prioritization via Image-and-Text Semantic Understanding and Feature Integration. - Chunrong Fang; Shengcheng Yu; Quanjun Zhang; Xin Li 034; Yulei Liu; Zhenyu Chen 001 (IEEE Trans. Software Eng., 2025)

Improving Retrieval-Augmented Deep Assertion Generation via Joint Training. - Quanjun Zhang; Chunrong Fang; Yi Zheng; Ruixiang Qian; Shengcheng Yu; Yuan Zhao; Jianyi Zhou; Yun Yang 001; Tao Zheng; Zhenyu Chen 001 (IEEE Trans. Software Eng., 2025)

LLM-Guided Scenario-based GUI Testing. - Shengcheng Yu; Yuchen Ling; Chunrong Fang; Quan Zhou; Chunyang Chen 001; Shaomin Zhu; Zhenyu Chen 001 (CoRR, 2025)