Test case prioritization incorporating ordered sequence of program elements. - Kun Wu; Chunrong Fang; Zhenyu Chen 001; Zhihong Zhao (AST, 2012)

Comparing logic coverage criteria on test case prioritization. - Chunrong Fang; Zhenyu Chen 001; Baowen Xu (Sci. China Inf. Sci., 2012)

Multi-objective test case prioritization for GUI applications. - Wei Sun; Zebao Gao; Weiran Yang; Chunrong Fang; Zhenyu Chen 001 (SAC, 2013)

A Hybrid Coverage Criterion for DynamicWeb Testing (S). - Yunxiao Zou; Chunrong Fang; Zhenyu Chen 001; Xiaofang Zhang; Zhihong Zhao (SEKE, 2013)

Hybrid test data generation. - Zicong Liu; Zhenyu Chen 001; Chunrong Fang; Qingkai Shi (ICSE Companion, 2014)

Testing as an Investment. - Xiaoran Xu; Chunrong Fang; Qing Wu; Jia Liu 015; Zhenyu Chen 001 (SEKE, 2014)

Similarity-based test case prioritization using ordered sequences of program entities. - Chunrong Fang; Zhenyu Chen 001; Kun Wu; Zhihong Zhao (Softw. Qual. J., 2014)

Pushing the limits on automation in GUI regression testing. - Zebao Gao; Chunrong Fang; Atif M. Memon (ISSRE, 2015)

Test report prioritization to assist crowdsourced testing. - Yang Feng 003; Zhenyu Chen 001; James A. Jones; Chunrong Fang; Baowen Xu (ESEC/SIGSOFT FSE, 2015)

Guiding the crowds for Android testing. - Xin Zhang; Zhenyu Chen 001; Chunrong Fang; Zicong Liu (ICSE (Companion Volume), 2016)

Multi-objective test report prioritization using image understanding. - Yang Feng 003; James A. Jones; Zhenyu Chen 001; Chunrong Fang (ASE, 2016)

Automated Evaluation for Performance Test Scripts. - Ruijing Gao; Zhenyu Chen 001; Chunrong Fang; Tieke He; Peizhang Xie; Jungui Zhou (QRS Companion, 2016)

An Automated Testing Platform for Mobile Applications. - Xin Ma; Ning Wang; Peizhang Xie; Jungui Zhou; Xiaofang Zhang; Chunrong Fang (QRS Companion, 2016)

Measuring the Diversity of a Test Set With Distance Entropy. - Qingkai Shi; Zhenyu Chen 001; Chunrong Fang; Yang Feng 003; Baowen Xu (IEEE Trans. Reliab., 2016)

Fault Interference and Coupling Effect. - Chunrong Fang; Yang Feng 003; Qingkai Shi; Zicong Liu; Shuying Li; Baowen Xu (SEKE, 2017)

Predicate Interpretation Analysis Based on Soot. - Chunrong Fang; Qingkai Shi; Yang Feng 003; Zicong Liu; Xiaofang Zhang; Baowen Xu (SEKE, 2017)

Exploring the Influence of Feature Selection Techniques on Bug Report Prioritization. - Yabin Wang; Tieke He; Weiqiang Zhang; Chunrong Fang; Bin Luo 003 (SEKE, 2017)

An Empirical Study on Software Failure Classification with Multi-label and Problem-Transformation Techniques. - Yang Feng 003; James A. Jones; Zhenyu Chen 001; Chunrong Fang (ICST, 2018)

DeepPath: Path-Driven Testing Criteria for Deep Neural Networks. - Dong Wang 004; Ziyuan Wang 001; Chunrong Fang; Yanshan Chen; Zhenyu Chen 001 (AITest, 2019)

Variable Strength Combinatorial Testing for Deep Neural Networks. - Yanshan Chen; Ziyuan Wang 001; Dong Wang 004; Chunrong Fang; Zhenyu Chen 001 (ICST Workshops, 2019)

CoCoTest: collaborative crowdsourced testing for Android applications. - Haoyu Li; Chunrong Fang; Zhibin Wei; Zhenyu Chen 001 (ISSTA, 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)

AMDroid: Android Malware Detection Using Function Call Graphs. - Xiuting Ge; Ya Pan; Yong Fan; Chunrong Fang (QRS Companion, 2019)

DeepGini: Prioritizing Massive Tests to Reduce Labeling Cost. - Qingkai Shi; Jun Wan 011; Yang Feng 003; Chunrong Fang; Zhenyu Chen 001 (CoRR, 2019)

Accuracy Measurement of Deep Neural Network Accelerator via Metamorphic Testing. - Chaojin Wang; Jian Shen; Chunrong Fang; Xiangsheng Guan; Kaitao Wu; Jiang Wang (AITest, 2020)

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

Functional code clone detection with syntax and semantics fusion learning. - Chunrong Fang; Zixi Liu; Yangyang Shi; Jeff Huang 001; Qingkai Shi (ISSTA, 2020)

DeepGini: prioritizing massive tests to enhance the robustness of deep neural networks. - Yang Feng 003; Qingkai Shi; Xinyu Gao; Jun Wan 011; Chunrong Fang; Zhenyu Chen 001 (ISSTA, 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)

HomoTR: Online Test Recommendation System Based on Homologous Code Matching. - Chenqian Zhu; Weisong Sun; Qin Liu 002; Yangyang Yuan; Chunrong Fang; Yong Huang (ASE, 2020)

Incorporating Android Code Smells into Java Static Code Metrics for Security Risk Prediction of Android Applications. - Ai Gong; Yi Zhong; Weiqin Zou; Yangyang Shi; Chunrong Fang (QRS, 2020)

C2S: translating natural language comments to formal program specifications. - Juan Zhai; Yu Shi; Minxue Pan; Guian Zhou; Yongxiang Liu; Chunrong Fang; Shiqing Ma; Lin Tan 001; Xiangyu Zhang 001 (ESEC/SIGSOFT FSE, 2020)

A Systematic Literature Review of Android Malware Detection Using Static Analysis. - Ya Pan; Xiuting Ge; Chunrong Fang; Yong Fan (IEEE Access, 2020)

Quality assessment of crowdsourced test cases. - Yuan Zhao; Yang Feng 003; Yi Wang 013; Rui Hao; Chunrong Fang; Zhenyu Chen 001 (Sci. China Inf. Sci., 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)

Graph-Based Fuzz Testing for Deep Learning Inference Engine. - Weisi Luo; Dong Chai; Xiaoyue Run; Jiang Wang; Chunrong Fang; Zhenyu Chen 001 (CoRR, 2020)

A Revisit of Metrics for Test Case Prioritization Problems. - Ziyuan Wang 001; Chunrong Fang; Lin Chen 015; Zhiyi Zhang 004 (Int. J. Softw. Eng. Knowl. Eng., 2020)

Graph-based Fuzz Testing for Deep Learning Inference Engines. - Weisi Luo; Dong Chai; Xiaoyue Run; Jiang Wang; Chunrong Fang; Zhenyu Chen 001 (ICSE, 2021)

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)

TauMed: test augmentation of deep learning in medical diagnosis. - Yunhan Hou; Jiawei Liu; Daiwei Wang; Jiawei He; Chunrong Fang; Zhenyu Chen 001 (ISSTA, 2021)

Predoo: precision testing of deep learning operators. - Xufan Zhang; Ning Sun; Chunrong Fang; Jiawei Liu; Jia Liu 015; Dong Chai; Jiang Wang; Zhenyu Chen 001 (ISSTA, 2021)

An Online Multistep-Forward Voltage-Prediction Approach Based on an LSTM-TD Model and KF Algorithm. - Ye Ni; Zhilong Xia; Fangtong Zhao; Chunrong Fang; Zhenyu Chen 001 (Computer, 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)

BLESER: Bug Localization Based on Enhanced Semantic Retrieval. - Weiqin Zou; Enming Li; Chunrong Fang (CoRR, 2021)

Duo: Differential Fuzzing for Deep Learning Operators. - Xufan Zhang; Jiawei Liu; Ning Sun; Chunrong Fang; Jia Liu 015; Jiang Wang; Dong Chai; Zhenyu Chen 001 (IEEE Trans. Reliab., 2021)

TauLiM: Test Data Augmentation of LiDAR Point Cloud by Metamorphic Relation. - Ju Lin; Jiawei Liu; Qanjun Zhang; Xufan Zhang; Chunrong Fang (ICSE-Companion, 2022)

TauPad: Test Data Augmentation of Point Clouds by Adversarial Mutation. - Guandi Liu; Jiawei Liu; Quanjun Zhang; Chunrong Fang; Xufan Zhang (ICSE-Companion, 2022)

Code Search based on Context-aware Code Translation. - Weisong Sun; Chunrong Fang; Yuchen Chen; Guanhong Tao 001; Tingxu Han; Quanjun Zhang (ICSE, 2022)

Investigating Coverage Guided Fuzzing with Mutation Testing. - Ruixiang Qian; Quanjun Zhang; Chunrong Fang; Lihua Guo (Internetware, 2022)

CIRCLE: continual repair across programming languages. - Wei Yuan 003; Quanjun Zhang; Tieke He; Chunrong Fang; Nguyen Quoc Viet Hung; Xiaodong Hao; Hongzhi Yin (ISSTA, 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)

ElecDaug: Electromagnetic Data Augmentation for Model Repair based on Metamorphic Relation. - Jiawei He; Zhida Bao; Quanjun Zhang; Weisong Sun; Jiawei Liu; Chunrong Fang; Yun Lin 005 (ASE, 2022)

Selectively Combining Multiple Coverage Goals in Search-Based Unit Test Generation. - Zhichao Zhou; Yuming Zhou; Chunrong Fang; Zhenyu Chen 001; Yutian Tang (ASE, 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)

RULER: discriminative and iterative adversarial training for deep neural network fairness. - Guanhong Tao 001; Weisong Sun; Tingxu Han; Chunrong Fang; Xiangyu Zhang 001 (ESEC/SIGSOFT FSE, 2022)

Program Repair: Automated vs. Manual. - Quanjun Zhang; Yuan Zhao; Weisong Sun; Chunrong Fang; Ziyuan Wang 001; Lingming Zhang (CoRR, 2022)

An Extractive-and-Abstractive Framework for Source Code Summarization. - Weisong Sun; Chunrong Fang; Yuchen Chen; Quanjun Zhang; Guanhong Tao 001; Tingxu Han; Yifei Ge; Yudu You; Bin Luo 003 (CoRR, 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)

Certifying Robustness of Convolutional Neural Networks with Tight Linear Approximation. - Yuan Xiao 003; Tongtong Bai; Mingzheng Gu; Chunrong Fang; Zhenyu Chen 001 (CoRR, 2022)

Locality-based security bug report identification via active learning. - Xiuting Ge; Chunrong Fang; Meiyuan Qian; Yu Ge; Mingshuang Qing (Inf. Softw. Technol., 2022)

Test case recommendation based on balanced distance of test targets. - Weisong Sun; Quanjun Zhang; Chunrong Fang; Yuchen Chen; Xingya Wang; Ziyuan Wang 001 (Inf. Softw. Technol., 2022)

Classifying crowdsourced mobile test reports with image features: An empirical study. - Yuying Li 005; Yang Feng 003; Rui Hao; Di Liu; Chunrong Fang; Zhenyu Chen 001; Baowen Xu (J. Syst. Softw., 2022)

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

Backdooring Neural Code Search. - Weisong Sun; Yuchen Chen; Guanhong Tao 001; Chunrong Fang; Xiangyu Zhang 001; Quanjun Zhang; Bin Luo 003 (ACL (1), 2023)

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

DiPri: Distance-Based Seed Prioritization for Greybox Fuzzing (Registered Report). - Ruixiang Qian; Quanjun Zhang; Chunrong Fang; Zhenyu Chen 001 (FUZZING, 2023)

OATGA: Optimizing Adversarial Training via Genetic Algorithm for Automatic Modulation Classification. - Zhida Bao; Jiawei He; Quanjun Zhang; Chunrong Fang; Keshav Sood; Yun Lin 005 (GLOBECOM, 2023)

Gamma: Revisiting Template-Based Automated Program Repair Via Mask Prediction. - Quanjun Zhang; Chunrong Fang; Tongke Zhang; Bowen Yu; Weisong Sun; Zhenyu Chen 001 (ASE, 2023)

Abstract Syntax Tree for Method Name Prediction: How Far Are We? - Hanwei Qian; Wei Liu; Ziqi Ding; Weisong Sun; Chunrong Fang (QRS, 2023)

Integrating Extractive and Abstractive Models for Code Comment Generation. - Weisong Sun; Yuling Hu; Yingfei Xu; Yuchen Chen; Chunrong Fang (QRS, 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)

Boosting Automated Patch Correctness Prediction via Pre-trained Language Model. - Quanjun Zhang; Chunrong Fang; Weisong Sun; Yan Liu; Tieke He; Xiaodong Hao; Zhenyu Chen 001 (CoRR, 2023)

Automatic Code Summarization via ChatGPT: How Far Are We? - Weisong Sun; Chunrong Fang; Yudu You; Yun Miao; Yi Liu 069; Yuekang Li; Gelei Deng; Shenghan Huang; Yuchen Chen; Quanjun Zhang; Hanwei Qian; Yang Liu 003; et al. (CoRR, 2023)

Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics. - Jiayang Song; Zhehua Zhou; Jiawei Liu; Chunrong Fang; Zhan Shu; Lei Ma 003 (CoRR, 2023)

A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair. - Quanjun Zhang; Tongke Zhang; Juan Zhai; Chunrong Fang; Bowen Yu; Weisong Sun; Zhenyu Chen 001 (CoRR, 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)

Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We? - Weisong Sun; Chunrong Fang; Yun Miao; Yudu You; Mengzhe Yuan; Yuchen Chen; Quanjun Zhang; An Guo 002; Xiang Chen 005; Yang Liu 003; Zhenyu Chen 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)

A Prompt Learning Framework for Source Code Summarization. - Weisong Sun; Chunrong Fang; Yudu You; Yuchen Chen; Yi Liu 069; Chong Wang 013; Jian Zhang 087; Quanjun Zhang; Hanwei Qian; Wei Zhao; Yang Liu 003; 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)

Deep learning framework testing via hierarchical and heuristic model generation. - Yinglong Zou; Haofeng Sun; Chunrong Fang; Jiawei Liu; Zhenping Zhang (J. Syst. Softw., 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)

An unsupervised feature selection approach for actionable warning identification. - Xiuting Ge; Chunrong Fang; Jia Liu 015; Mingshuang Qing; Xuanye Li; Zhihong Zhao (Expert Syst. Appl., 2023)

Iterative Android automated testing. - Yi Zhong; Mengyu Shi; Youran Xu; Chunrong Fang; Zhenyu Chen 001 (Frontiers Comput. Sci., 2023)

Security-based code smell definition, detection, and impact quantification in Android. - Yi Zhong; Mengyu Shi; Jiawei He; Chunrong Fang; Zhenyu Chen 001 (Softw. Pract. Exp., 2023)

An Empirical Study of Class Rebalancing Methods for Actionable Warning Identification. - Xiuting Ge; Chunrong Fang; Tongtong Bai; Jia Liu 015; Zhihong Zhao (IEEE Trans. Reliab., 2023)

Towards General Robustness Verification of MaxPool-Based Convolutional Neural Networks via Tightening Linear Approximation. - Yuan Xiao 003; Shiqing Ma; Juan Zhai; Chunrong Fang; Jinyuan Jia 001; Zhenyu Chen 001 (CVPR, 2024)

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)

CooTest: An Automated Testing Approach for V2X Communication Systems. - An Guo 002; Xinyu Gao; Zhenyu Chen 001; Yuan Xiao 003; Jiakai Liu; Xiuting Ge; Weisong Sun; Chunrong Fang (ISSTA, 2024)

SoVAR: Build Generalizable Scenarios from Accident Reports for Autonomous Driving Testing. - An Guo 002; Yuan Zhou 005; Haoxiang Tian 001; Chunrong Fang; Yunjian Sun; Weisong Sun; Xinyu Gao; Anh Tuan Luu; Yang Liu 003; Zhenyu Chen 001 (ASE, 2024)

DevMuT: Testing Deep Learning Framework via Developer Expertise-Based Mutation. - Yanzhou Mu; Juan Zhai; Chunrong Fang; Xiang Chen 005; Zhixiang Cao; Peiran Yang; Yinglong Zou; Tao Zheng; Zhenyu Chen 001 (ASE, 2024)

Mutation-Based Deep Learning Framework Testing Method in JavaScript Environment. - Yinglong Zou; Juan Zhai; Chunrong Fang; Jiawei Liu; Tao Zheng; Zhenyu Chen 001 (ASE, 2024)

Improving actionable warning identification via the refined warning-inducing context representation. - Xiuting Ge; Chunrong Fang; Xuanye Li; Quanjun Zhang; Jia Liu 015; Zhihong Zhao; Zhenyu Chen 001 (Sci. China Inf. Sci., 2024)

Pre-trained Model-based Actionable Warning Identification: A Feasibility Study. - Xiuting Ge; Chunrong Fang; Quanjun Zhang; Daoyuan Wu; Bowen Yu; Qirui Zheng; An Guo 002; Shangwei Lin 001; Zhihong Zhao; Yang Liu 003; Zhenyu Chen 001 (CoRR, 2024)

On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoder. - Tingxu Han; Shenghan Huang; Ziqi Ding; Weisong Sun; Yebo Feng; Chunrong Fang; Jun Li 001; Hanwei Qian; Cong Wu 003; Quanjun Zhang; Yang Liu 003; Zhenyu Chen 001 (CoRR, 2024)

A Systematic Literature Review on Large Language Models for Automated Program Repair. - Quanjun Zhang; Chunrong Fang; Yang Xie; Yuxiang Ma; Weisong Sun; Yun Yang 001; Zhenyu Chen 001 (CoRR, 2024)

TestART: Improving LLM-based Unit Test via Co-evolution of Automated Generation and Repair Iteration. - Siqi Gu; Chunrong Fang; Quanjun Zhang; Fangyuan Tian; Jianyi Zhou; Zhenyu Chen 001 (CoRR, 2024)

Eliminating Backdoors in Neural Code Models via Trigger Inversion. - Weisong Sun; Yuchen Chen; Chunrong Fang; Yebo Feng; Yuan Xiao 003; An Guo 002; Quanjun Zhang; Yang Liu 003; Baowen Xu; Zhenyu Chen 001 (CoRR, 2024)

Better Debugging: Combining Static Analysis and LLMs for Explainable Crashing Fault Localization. - Jiwei Yan; Jinhao Huang; Chunrong Fang; Jun Yan 009; Jian Zhang 001 (CoRR, 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)

SoVAR: Building Generalizable Scenarios from Accident Reports for Autonomous Driving Testing. - An Guo 002; Yuan Zhou 005; Haoxiang Tian 001; Chunrong Fang; Yunjian Sun; Weisong Sun; Xinyu Gao; Anh Tuan Luu; Yang Liu 003; Zhenyu Chen 001 (CoRR, 2024)

zsLLMCode: An Effective Approach for Functional Code Embedding via LLM with Zero-Shot Learning. - Zixiang Xian; Chenhui Cui; Rubing Huang; Chunrong Fang; Zhenyu Chen 001 (CoRR, 2024)

TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models. - Quanjun Zhang; Ye Shang; Chunrong Fang; Siqi Gu; Jianyi Zhou; Zhenyu Chen 001 (CoRR, 2024)

Demonstration Attack against In-Context Learning for Code Intelligence. - Yifei Ge; Weisong Sun; Yihang Lou; Chunrong Fang; Yiran Zhang; Yiming Li 004; Xiaofang Zhang; Yang Liu 003; Zhihong Zhao; Zhenyu Chen 001 (CoRR, 2024)

Security of Language Models for Code: A Systematic Literature Review. - Yuchen Chen; Weisong Sun; Chunrong Fang; Zhenpeng Chen; Yifei Ge; Tingxu Han; Quanjun Zhang; Yang Liu 003; Zhenyu Chen 001; Baowen Xu (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)

Continuous Concepts Removal in Text-to-image Diffusion Models. - Tingxu Han; Weisong Sun; Yanrong Hu; Chunrong Fang; Yonglong Zhang; Shiqing Ma; Tao Zheng; Zhenyu Chen 001; Zhenting Wang (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)

Pre-Trained Model-Based Automated Software Vulnerability Repair: How Far are We? - Quanjun Zhang; Chunrong Fang; Bowen Yu; Weisong Sun; Tongke Zhang; Zhenyu Chen 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Generation-based Differential Fuzzing for Deep Learning Libraries. - Jiawei Liu; Yuheng Huang 004; Zhijie Wang 014; Lei Ma 003; Chunrong Fang; Mingzheng Gu; Xufan Zhang; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 2024)

A Survey of Learning-based Automated Program Repair. - Quanjun Zhang; Chunrong Fang; Yuxiang Ma; Weisong Sun; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 2024)

An Extractive-and-Abstractive Framework for Source Code Summarization. - Weisong Sun; Chunrong Fang; Yuchen Chen; Quanjun Zhang; Guanhong Tao 001; Yudu You; Tingxu Han; Yifei Ge; Yuling Hu; Bin Luo 003; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 2024)

APPT: Boosting Automated Patch Correctness Prediction via Fine-Tuning Pre-Trained Models. - Quanjun Zhang; Chunrong Fang; Weisong Sun; Yan Liu; Tieke He; Xiaodong Hao; Zhenyu Chen 001 (IEEE Trans. Software Eng., 2024)

Coverage Goal Selector for Combining Multiple Criteria in Search-Based Unit Test Generation. - Zhichao Zhou; Yuming Zhou; Chunrong Fang; Zhenyu Chen 001; Xiapu Luo; Jingzhu He; Yutian Tang (IEEE Trans. Software Eng., 2024)

Machine Translation Testing via Syntactic Tree Pruning. - Quanjun Zhang; Juan Zhai; Chunrong Fang; Jiawei Liu; Weisong Sun; Haichuan Hu; Qingyu Wang (ACM Trans. Softw. Eng. Methodol., 2024)

TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation. - Zixiang Xian; Rubing Huang; Dave Towey; Chunrong Fang; Zhenyu Chen 001 (IEEE Trans. Software Eng., 2024)

A Survey of Source Code Search: A 3-Dimensional Perspective. - Weisong Sun; Chunrong Fang; Yifei Ge; Yuling Hu; Yuchen Chen; Quanjun Zhang; Xiuting Ge; Yang Liu 003; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 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)

Esale: Enhancing Code-Summary Alignment Learning for Source Code Summarization. - Chunrong Fang; Weisong Sun; Yuchen Chen; Xiao Chen; Zhao Wei; Quanjun Zhang; Yudu You; Bin Luo 003; Yang Liu 003; Zhenyu Chen 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)

Benchmarking Object Detection Robustness against Real-World Corruptions. - Jiawei Liu; Zhijie Wang 014; Lei Ma 003; Chunrong Fang; Tongtong Bai; Xufan Zhang; Jia Liu 015; Zhenyu Chen 001 (Int. J. Comput. Vis., 2024)

Token-Budget-Aware LLM Reasoning. - Tingxu Han; Zhenting Wang; Chunrong Fang; Shiyu Zhao; Shiqing Ma; Zhenyu Chen 001 (ACL (Findings), 2025)

Tightening Robustness Verification of MaxPool-based Neural Networks via Minimizing the Over-Approximation Zone. - Yuan Xiao 003; Yuchen Chen; Shiqing Ma; Chunrong Fang; Tongtong Bai; Mingzheng Gu; Yuxin Cheng; Yanwei Chen; Zhenyu Chen 001 (CVPR, 2025)

Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness. - Weisong Sun; Yuchen Chen; Mengzhe Yuan; Chunrong Fang; Zhenpeng Chen; Chong Wang 013; Yang Liu 003; Baowen Xu; Zhenyu Chen 001 (ICSE, 2025)

Source Code Summarization in the Era of Large Language Models. - Weisong Sun; Yun Miao; Yuekang Li; Hongyu Zhang 002; Chunrong Fang; Yi Liu 069; Gelei Deng; Yang Liu 003; Zhenyu Chen 001 (ICSE, 2025)

Static code analyzer recommendation via preference mining. - Xiuting Ge; Chunrong Fang; Xuanye Li; Ye Shang; Mengyao Zhang; Ya Pan (Expert Syst. Appl., 2025)

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 Prompting Framework for Code Summarization with Large Language Models. - Minying Fang; Xing Yuan; Yuying Li 005; Haojie Li; Chunrong Fang; Junwei Du (Proc. ACM Softw. Eng., 2025)

Improving Deep Learning Framework Testing with Model-Level Metamorphic Testing. - Yanzhou Mu; Juan Zhai; Chunrong Fang; Xiang Chen 005; Zhixiang Cao; Peiran Yang; Kexin Zhao; An Guo 002; Zhenyu Chen 001 (Proc. ACM Softw. Eng., 2025)

A Large-Scale Empirical Study on Fine-Tuning Large Language Models for Unit Testing. - Ye Shang; Quanjun Zhang; Chunrong Fang; Siqi Gu; Jianyi Zhou; Zhenyu Chen 001 (Proc. ACM Softw. Eng., 2025)

Eliminating Backdoors in Neural Code Models for Secure Code Understanding. - Weisong Sun; Yuchen Chen; Chunrong Fang; Yebo Feng; Yuan Xiao 003; An Guo 002; Quanjun Zhang; Zhenyu Chen 001; Baowen Xu; Yang Liu 003 (Proc. ACM Softw. Eng., 2025)

DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction. - Yuan Xiao 003; Yuchen Chen; Shiqing Ma; Haocheng Huang; Chunrong Fang; Yanwei Chen; Weisong Sun; Yunfeng Zhu; Xiaofang Zhang; Zhenyu Chen 001 (Proc. ACM Softw. Eng., 2025)

A Large-Scale Empirical Study of Actionable Warning Distribution Within Projects. - Xiuting Ge; Chunrong Fang; Xuanye Li; Qirui Zheng; Jia Liu 015; Zhihong Zhao; Zhenyu Chen 001 (IEEE Trans. Dependable Secur. Comput., 2025)

Mutual Information Guided Backdoor Mitigation for Pre-Trained Encoders. - Tingxu Han; Weisong Sun; Ziqi Ding; Chunrong Fang; Hanwei Qian; Jiaxun Li; Zhenyu Chen 001; Xiangyu Zhang 001 (IEEE Trans. Inf. Forensics Secur., 2025)

DiPri: Distance-Based Seed Prioritization for Greybox Fuzzing. - Ruixiang Qian; Quanjun Zhang; Chunrong Fang; Ding Yang; Shun Li; Binyu Li; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 2025)

DiPri: Distance-Based Seed Prioritization for Greybox Fuzzing - RCR Report. - Ruixiang Qian; Quanjun Zhang; Chunrong Fang; Ding Yang; Shun Li; Binyu Li; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 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)

Machine Learning for Actionable Warning Identification: A Comprehensive Survey. - Xiuting Ge; Chunrong Fang; Xuanye Li; Weisong Sun; Daoyuan Wu; Juan Zhai; Shang-Wei Lin 001; Zhihong Zhao; Yang Liu 003; Zhenyu Chen 001 (ACM Comput. Surv., 2025)

Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization. - Weisong Sun; Yiran Zhang; Jie Zhu; Zhihui Wang; Chunrong Fang; Yonglong Zhang; Yebo Feng; Jiangping Huang; Xingya Wang; Zhi Jin; Yang Liu 003 (CoRR, 2025)

Exploring Automated Assertion Generation via Large Language Models. - Quanjun Zhang; Weifeng Sun; Chunrong Fang; Bowen Yu; Hongyan Li; Meng Yan 001; Jianyi Zhou; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 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)

FunFuzz: Greybox Fuzzing with Function Significance. - Ruixiang Qian; Quanjun Zhang; Chunrong Fang; Lihua Guo; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 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)

Generate Realistic Test Scenes for V2X Communication Systems. - An Guo 002; Xinyu Gao; Chunrong Fang; Haoxiang Tian 001; Weisong Sun; Yanzhou Mu; Shuncheng Tang; Lei Ma 003; Zhenyu Chen 001 (CoRR, 2025)

Designing Deep Learning Frameworks for LLMs:Challenges, Expectations, and Opportunities. - Yanzhou Mu; Rong Wang; Juan Zhai; Chunrong Fang; Xiang Chen 005; Jiacong Wu; An Guo 002; Jiawei Shen; Bingzhuo Li; Zhenyu Chen 001 (CoRR, 2025)

Large Language Models for Unit Testing: A Systematic Literature Review. - Quanjun Zhang; Chunrong Fang; Siqi Gu; Ye Shang; Zhenyu Chen 001; Liang Xiao (CoRR, 2025)

Deep Learning Framework Testing via Model Mutation: How Far Are We? - Yanzhou Mu; Rong Wang; Juan Zhai; Chunrong Fang; Xiang Chen 005; Zhiyuan Peng; Peiran Yang; Ruixiang Qian; Shaoyu Yang 002; Zhenyu Chen 001 (CoRR, 2025)

May the Feedback Be with You! Unlocking the Power of Feedback-Driven Deep Learning Framework Fuzzing via LLMs. - Shaoyu Yang 002; Chunrong Fang; Haifeng Lin; Xiang Chen 005; Zhenyu Chen 001 (CoRR, 2025)

Deep Learning Framework Testing via Heuristic Guidance Based on Multiple Model Measurements. - Yinglong Zou; Juan Zhai; Chunrong Fang; Yanzhou Mu; Jiawei Liu; Zhenyu Chen 001 (CoRR, 2025)

RUM: Rule+LLM-Based Comprehensive Assessment on Testing Skills. - Yue Wang; Zhenyu Chen 001; Yuan Zhao; Chunrong Fang; Ziyuan Wang 001; Song Huang (CoRR, 2025)

Automated Detection and Repair of Floating-point Precision Problems in Convolutional Neural Network Operators. - Jiawei Liu; Xufan Zhang; Lurong Xu; Chunrong Fang; Mingzheng Gu; Weisi Luo; Dong Chai; Jiang Wang; Zhihong Zhao; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 2025)

Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-Trained Language Models. - Quanjun Zhang; Chunrong Fang; Yi Zheng; Yaxin Zhang; Yuan Zhao; Rubing Huang; Jianyi Zhou; Yun Yang 001; Tao Zheng; Zhenyu Chen 001 (ACM Trans. Softw. Eng. Methodol., 2025)