Search-based inference of polynomial metamorphic relations. - Jie Zhang 050; Junjie Chen 003; Dan Hao 001; Yingfei Xiong 001; Bing Xie; Lu Zhang 023; Hong Mei 001 (ASE, 2014)

An empirical comparison of compiler testing techniques. - Junjie Chen 003; Wenxiang Hu; Dan Hao 001; Yingfei Xiong 001; Hongyu Zhang 002; Lu Zhang 023; Bing Xie (ICSE, 2016)

Test Case Prioritization for Compilers: A Text-Vector Based Approach. - Junjie Chen 003; Yanwei Bai; Dan Hao 001; Yingfei Xiong 001; Hongyu Zhang 002; Lu Zhang 023; Bing Xie (ICST, 2016)

Supporting oracle construction via static analysis. - Junjie Chen 003; Yanwei Bai; Dan Hao 001; Lingming Zhang 001; Lu Zhang 023; Bing Xie; Hong Mei 001 (ASE, 2016)

Learning to prioritize test programs for compiler testing. - Junjie Chen 003; Yanwei Bai; Dan Hao 001; Yingfei Xiong 001; Hongyu Zhang 002; Bing Xie (ICSE, 2017)

How Do Assertions Impact Coverage-Based Test-Suite Reduction? - Junjie Chen 003; Yanwei Bai; Dan Hao 001; Lingming Zhang 001; Lu Zhang 023; Bing Xie (ICST, 2017)

An Empirical Analysis of the Influence of Fault Space on Search-Based Automated Program Repair. - Ming Wen 001; Junjie Chen 003; Rongxin Wu; Dan Hao 001; Shing-Chi Cheung (CoRR, 2017)

Testing and Verification of Compilers (Dagstuhl Seminar 17502). - Junjie Chen 003; Alastair F. Donaldson; Andreas Zeller; Hongyu Zhang 002 (Dagstuhl Reports, 2017)

Learning to Accelerate Symbolic Execution via Code Transformation. - Junjie Chen 003; Wenxiang Hu; Lingming Zhang 001; Dan Hao 001; Sarfraz Khurshid; Lu Zhang 023 (ECOOP, 2018)

Learning to accelerate compiler testing. - Junjie Chen 003 (ICSE (Companion Volume), 2018)

Context-aware patch generation for better automated program repair. - Ming Wen 001; Junjie Chen 003; Rongxin Wu; Dan Hao 001; Shing-Chi Cheung (ICSE, 2018)

Optimizing test prioritization via test distribution analysis. - Junjie Chen 003; Yiling Lou; Lingming Zhang 001; Jianyi Zhou; Xiaoleng Wang; Dan Hao 001; Lu Zhang 023 (ESEC/SIGSOFT FSE, 2018)

An empirical investigation of incident triage for online service systems. - Junjie Chen 003; Xiaoting He 003; Qingwei Lin; Yong Xu 010; Hongyu Zhang 002; Dan Hao 001; Feng Gao 022; Zhangwei Xu; Yingnong Dang; Dongmei Zhang 001 (ICSE (SEIP), 2019)

Automatic Discovery and Cleansing of Numerical Metamorphic Relations. - Bo Zhang 057; Hongyu Zhang 002; Junjie Chen 003; Dan Hao 001; Pablo Moscato (ICSME, 2019)

AutoMR: Automatic Discovery and Cleansing of Numerical Metamorphic Relations. - Bo Zhang 057; Hongyu Zhang 002; Junjie Chen 003; Dan Hao 001; Pablo Moscato (ICSME, 2019)

How to Explain a Patch: An Empirical Study of Patch Explanations in Open Source Projects. - Jingjing Liang; Yaozong Hou; Shurui Zhou; Junjie Chen 003; Yingfei Xiong 001; Gang Huang 001 (ISSRE, 2019)

History-driven build failure fixing: how far are we? - Yiling Lou; Junjie Chen 003; Lingming Zhang 001; Dan Hao 001; Lu Zhang 023 (ISSTA, 2019)

Continuous Incident Triage for Large-Scale Online Service Systems. - Junjie Chen 003; Xiaoting He 003; Qingwei Lin; Hongyu Zhang 002; Dan Hao 001; Feng Gao 022; Zhangwei Xu; Yingnong Dang; Dongmei Zhang 001 (ASE, 2019)

History-Guided Configuration Diversification for Compiler Test-Program Generation. - Junjie Chen 003; Guancheng Wang 001; Dan Hao 001; Yingfei Xiong 001; Hongyu Zhang 002; Lu Zhang 023 (ASE, 2019)

Compiler bug isolation via effective witness test program generation. - Junjie Chen 003; Jiaqi Han; Peiyi Sun; Lingming Zhang 001; Dan Hao 001; Lu Zhang 023 (ESEC/SIGSOFT FSE, 2019)

Robust log-based anomaly detection on unstable log data. - Xu Zhang 024; Yong Xu 010; Qingwei Lin; Bo Qiao 001; Hongyu Zhang 002; Yingnong Dang; Chunyu Xie; Xinsheng Yang; Qian Cheng; Ze Li 005; Junjie Chen 003; Xiaoting He 003; et al. (ESEC/SIGSOFT FSE, 2019)

Chapter One - A Survey on Regression Test-Case Prioritization. - Yiling Lou; Junjie Chen 003; Lingming Zhang 001; Dan Hao 001 (Adv. Comput., 2019)

Practical and White-Box Anomaly Detection through Unsupervised and Active Learning. - Yao Wang; Zhaowei Wang 003; Zejun Xie; Nengwen Zhao; Junjie Chen 003; Wenchi Zhang; Kaixin Sui; Dan Pei (ICCCN, 2020)

IFIX: Fixing Concurrency Bugs While They Are Introduced. - Zan Wang; Haichi Wang; Shuang Liu 007; Jun Sun 001; Haoyu Wang 017; Junjie Chen 003 (ICECCS, 2020)

Understanding and handling alert storm for online service systems. - Nengwen Zhao; Junjie Chen 003; Xiao Peng; Honglin Wang; Xinya Wu; Yuanzong Zhang; Zikai Chen; Xiangzhong Zheng; Xiaohui Nie; Gang Wang; Yong Wu; Fang Zhou; et al. (ICSE (SEIP), 2020)

Root-Cause Metric Location for Microservice Systems via Log Anomaly Detection. - Lingzhi Wang 002; Nengwen Zhao; Junjie Chen 003; Pinnong Li; Wenchi Zhang; Kaixin Sui (ICWS, 2020)

What Makes Open Source Software Projects Impactful: A Data-Driven Approach. - Huaiwei Yang; Shuang Liu 007; Lin Gui 002; Yongxin Zhao; Jun Sun 001; Junjie Chen 003 (Internetware, 2020)

Enhanced Compiler Bug Isolation via Memoized Search. - Junjie Chen 003; Haoyang Ma; Lingming Zhang 001 (ASE, 2020)

How Incidental are the Incidents? Characterizing and Prioritizing Incidents for Large-Scale Online Service Systems. - Junjie Chen 003; Shu Zhang; Xiaoting He 003; Qingwei Lin; Hongyu Zhang 002; Dan Hao 001; Yu Kang 006; Feng Gao 022; Zhangwei Xu; Yingnong Dang; Dongmei Zhang 001 (ASE, 2020)

Identifying linked incidents in large-scale online service systems. - Yujun Chen; Xian Yang 001; Hang Dong 004; Xiaoting He 003; Hongyu Zhang 002; Qingwei Lin; Junjie Chen 003; Pu Zhao 004; Yu Kang 006; Feng Gao 022; Zhangwei Xu; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2020)

How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems. - Jiajun Jiang; Weihai Lu; Junjie Chen 003; Qingwei Lin; Pu Zhao 004; Yu Kang 006; Hongyu Zhang 002; Yingfei Xiong 001; Feng Gao 022; Zhangwei Xu; Yingnong Dang; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2020)

Deep learning library testing via effective model generation. - Zan Wang; Ming Yan 010; Junjie Chen 003; Shuang Liu 007; Dongdi Zhang (ESEC/SIGSOFT FSE, 2020)

Real-time incident prediction for online service systems. - Nengwen Zhao; Junjie Chen 003; Zhou Wang; Xiao Peng; Gang Wang; Yong Wu; Fang Zhou; Zhen Feng; Xiaohui Nie; Wenchi Zhang; Kaixin Sui; Dan Pei (ESEC/SIGSOFT FSE, 2020)

Deep Neural Network Test Coverage: How Far Are We? - Junjie Chen 003; Ming Yan 010; Zan Wang; Yuning Kang; Zhuo Wu (CoRR, 2020)

Practical Accuracy Estimation for Efficient Deep Neural Network Testing. - Junjie Chen 003; Zhuo Wu; Zan Wang; Hanmo You; Lingming Zhang 001; Ming Yan 010 (ACM Trans. Softw. Eng. Methodol., 2020)

Design and Implementation of Multi-Function Table Wiping Control System Based on NBIoT. - Lijuan Cao; Jianhui Li; Yang-Jing Zhou; Yuan-Hong Lian; Dunhua Zhao; Junjie Chen 003 (CIS, 2021)

APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model. - Yuning Kang; Zan Wang; Hongyu Zhang 002; Junjie Chen 003; Hanmo You (EMNLP (1), 2021)

Efficient Compiler Autotuning via Bayesian Optimization. - Junjie Chen 003; Ningxin Xu; Peiqi Chen; Hongyu Zhang 002 (ICSE, 2021)

Prioritizing Test Inputs for Deep Neural Networks via Mutation Analysis. - Zan Wang; Hanmo You; Junjie Chen 003; Yingyi Zhang; Xuyuan Dong; Wenbin Zhang 010 (ICSE, 2021)

PLELog: Semi-Supervised Log-Based Anomaly Detection via Probabilistic Label Estimation. - Lin Yang; Junjie Chen 003; Zan Wang; Weijing Wang; Jiajun Jiang; Xuyuan Dong; Wenbin Zhang 010 (ICSE (Companion Volume), 2021)

Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation. - Lin Yang; Junjie Chen 003; Zan Wang; Weijing Wang; Jiajun Jiang; Xuyuan Dong; Wenbin Zhang 010 (ICSE, 2021)

How Long Will it Take to Mitigate this Incident for Online Service Systems? - Weijing Wang; Junjie Chen 003; Lin Yang; Hongyu Zhang 002; Pu Zhao 004; Bo Qiao 001; Yu Kang 006; Qingwei Lin; Saravanakumar Rajmohan; Feng Gao 022; Zhangwei Xu; Yingnong Dang; et al. (ISSRE, 2021)

Practical Root Cause Localization for Microservice Systems via Trace Analysis. - Zeyan Li; Junjie Chen 003; Rui Jiao; Nengwen Zhao; Zhijun Wang; Shuwei Zhang; Yanjun Wu; Long Jiang; Leiqin Yan; Zikai Wang; Zhekang Chen; Wenchi Zhang; et al. (IWQoS, 2021)

HARS: Heuristic-Enhanced Adaptive Randomized Scheduling for Concurrency Testing. - Yanzhou Mu; Zan Wang; Shuang Liu 007; Jun Sun 001; Junjie Chen 003; Xiang Chen 005 (QRS, 2021)

LS-sampling: an effective local search based sampling approach for achieving high t-wise coverage. - Chuan Luo 002; Binqi Sun; Bo Qiao 001; Junjie Chen 003; Hongyu Zhang 002; Jinkun Lin; Qingwei Lin; Dongmei Zhang 001 (ESEC/SIGSOFT FSE, 2021)

A comprehensive study of deep learning compiler bugs. - Qingchao Shen; Haoyang Ma; Junjie Chen 003; Yongqiang Tian 001; Shing-Chi Cheung; Xiang Chen 005 (ESEC/SIGSOFT FSE, 2021)

Probabilistic Delta debugging. - Guancheng Wang 001; Ruobing Shen; Junjie Chen 003; Yingfei Xiong 001; Lu Zhang 023 (ESEC/SIGSOFT FSE, 2021)

Exposing numerical bugs in deep learning via gradient back-propagation. - Ming Yan 010; Junjie Chen 003; Xiangyu Zhang 001; Lin Tan 001; Gan Wang; Zan Wang (ESEC/SIGSOFT FSE, 2021)

Identifying bad software changes via multimodal anomaly detection for online service systems. - Nengwen Zhao; Junjie Chen 003; Zhaoyang Yu; Honglin Wang; Jiesong Li; Bin Qiu; Hongyu Xu; Wenchi Zhang; Kaixin Sui; Dan Pei (ESEC/SIGSOFT FSE, 2021)

Jump-Starting Multivariate Time Series Anomaly Detection for Online Service Systems. - Minghua Ma; Shenglin Zhang; Junjie Chen 003; Jim Xu; Haozhe Li; Yongliang Lin; Xiaohui Nie; Bo Zhou; Yong Wang; Dan Pei (USENIX ATC, 2021)

Neural Code Summarization: How Far Are We? - Ensheng Shi; Yanlin Wang 001; Lun Du; Junjie Chen 003; Shi Han; Hongyu Zhang 002; Dongmei Zhang 001; Hongbin Sun 001 (CoRR, 2021)

A Survey of Compiler Testing. - Junjie Chen 003; Jibesh Patra; Michael Pradel; Yingfei Xiong 001; Hongyu Zhang 002; Dan Hao 001; Lu Zhang 023 (ACM Comput. Surv., 2021)

Coverage Prediction for Accelerating Compiler Testing. - Junjie Chen 003; Guancheng Wang 001; Dan Hao 001; Yingfei Xiong 001; Hongyu Zhang 002; Lu Zhang 023; Bing Xie (IEEE Trans. Software Eng., 2021)

Historical Spectrum Based Fault Localization. - Ming Wen 001; Junjie Chen 003; Yongqiang Tian 001; Rongxin Wu; Dan Hao 001; Shi Han; Shing-Chi Cheung (IEEE Trans. Software Eng., 2021)

BugListener: Identifying and Synthesizing Bug Reports from Collaborative Live Chats. - Lin Shi 006; Fangwen Mu; Yumin Zhang; Ye Yang; Junjie Chen 003; Xiao Chen 015; Hanzhi Jiang; Ziyou Jiang; Qing Wang 001 (ICSE, 2022)

On the Evaluation of Neural Code Summarization. - Ensheng Shi; Yanlin Wang 001; Lun Du; Junjie Chen 003; Shi Han; Hongyu Zhang 002; Dongmei Zhang 001; Hongbin Sun 001 (ICSE, 2022)

History-Driven Test Program Synthesis for JVM Testing. - Yingquan Zhao; Zan Wang; Junjie Chen 003; Mengdi Liu; Mingyuan Wu; Yuqun Zhang; Lingming Zhang 001 (ICSE, 2022)

How Useful is Code Change Information for Fault Localization in Continuous Integration? - An Ran Chen; Tse-Hsun (Peter) Chen; Junjie Chen 003 (ASE, 2022)

Natural Test Generation for Precise Testing of Question Answering Software. - Qingchao Shen; Junjie Chen 003; Jie M. Zhang; Haoyu Wang 017; Shuang Liu 007; Menghan Tian (ASE, 2022)

Learning to Construct Better Mutation Faults. - Zhao Tian; Junjie Chen 003; Qihao Zhu; Junjie Yang; Lingming Zhang 001 (ASE, 2022)

An Empirical Study on Numerical Bugs in Deep Learning Programs. - Gan Wang; Zan Wang; Junjie Chen 003; Xiang Chen 005; Ming Yan 010 (ASE, 2022)

Toward Improving the Robustness of Deep Learning Models via Model Transformation. - Yingyi Zhang; Zan Wang; Jiajun Jiang; Hanmo You; Junjie Chen 003 (ASE, 2022)

Toward Understanding Deep Learning Framework Bugs. - Junjie Chen 003; Yihua Liang; Qingchao Shen; Jiajun Jiang (CoRR, 2022)

HirFuzz: Detecting High-Level Optimization Bugs in DL Compilers via Computational Graph Generation. - Haoyang Ma; Qingchao Shen; Yongqiang Tian 001; Junjie Chen 003; Shing-Chi Cheung (CoRR, 2022)

Deep Learning Test Optimization Method Using Multi-objective Optimization. - Yanzhou Mu; Zan Wang; Xiang Chen 005; Junjie Chen 003; Jingke Zhao; Jianmin Wang 015 (Int. J. Softw. Informatics, 2022)

Boosting Compiler Testing via Compiler Optimization Exploration. - Junjie Chen 003; Chenyao Suo (ACM Trans. Softw. Eng. Methodol., 2022)

Parallel Test Prioritization. - Jianyi Zhou; Junjie Chen 003; Dan Hao 001 (ACM Trans. Softw. Eng. Methodol., 2022)

Compiler Test-Program Generation via Memoized Configuration Search. - Junjie Chen 003; Chenyao Suo; Jiajun Jiang; Peiqi Chen; Xingjian Li 007 (ICSE, 2023)

JITfuzz: Coverage-guided Fuzzing for JVM Just-in-Time Compilers. - Mingyuan Wu; Minghai Lu; Heming Cui; Junjie Chen 003; Yuqun Zhang; Lingming Zhang 001 (ICSE, 2023)

Achieving Last-Mile Functional Coverage in Testing Chip Design Software Implementations. - Ming Yan 010; Junjie Chen 003; Hangyu Mao; Jiajun Jiang; Jianye Hao; Xingjian Li 007; Zhao Tian; Zhichao Chen; Dong Li 016; Zhangkong Xian; Yanwei Guo; Wulong Liu; et al. (ICSE-SEIP, 2023)

Regression Fuzzing for Deep Learning Systems. - Hanmo You; Zan Wang; Junjie Chen 003; Shuang Liu 007; Shuochuan Li (ICSE, 2023)

Can Code Representation Boost IR-Based Test Case Prioritization? - Lin Yang; Junjie Chen 003; Hanmo You; Jiachen Han; Jiajun Jiang; Zhe Sun; Xinqi Lin; Fang Liang; Yuning Kang (ISSRE, 2023)

Vectorizing Program Ingredients for Better JVM Testing. - Tianchang Gao; Junjie Chen 003; Yingquan Zhao; Yuqun Zhang; Lingming Zhang 001 (ISSTA, 2023)

Fuzzing Deep Learning Compilers with HirGen. - Haoyang Ma; Qingchao Shen; Yongqiang Tian 001; Junjie Chen 003; Shing-Chi Cheung (ISSTA, 2023)

Silent Compiler Bug De-duplication via Three-Dimensional Analysis. - Chen Yang; Junjie Chen 003; Xingyu Fan; Jiajun Jiang; Jun Sun 001 (ISSTA, 2023)

Testing the Compiler for a New-Born Programming Language: An Industrial Case Study (Experience Paper). - Yingquan Zhao; Junjie Chen 003; Ruifeng Fu; Haojie Ye; Zan Wang (ISSTA, 2023)

Code Difference Guided Adversarial Example Generation for Deep Code Models. - Zhao Tian; Junjie Chen 003; Zhi Jin (ASE, 2023)

On-the-fly Improving Performance of Deep Code Models via Input Denoising. - Zhao Tian; Junjie Chen 003; Xiangyu Zhang 001 (ASE, 2023)

MLIRSmith: Random Program Generation for Fuzzing MLIR Compiler Infrastructure. - Haoyu Wang 017; Junjie Chen 003; Chuyue Xie; Shuang Liu 007; Zan Wang; Qingchao Shen; Yingquan Zhao (ASE, 2023)

OrdinalFix: Fixing Compilation Errors via Shortest-Path CFL Reachability. - Wenjie Zhang 007; Guancheng Wang 001; Junjie Chen 003; Yingfei Xiong 001; Yong Liu 030; Lu Zhang 023 (ASE, 2023)

Enhancing Coverage-Guided Fuzzing via Phantom Program. - Mingyuan Wu; Kunqiu Chen; Qi Luo; Jiahong Xiang; Ji Qi 002; Junjie Chen 003; Heming Cui; Yuqun Zhang (ESEC/SIGSOFT FSE, 2023)

SJFuzz: Seed and Mutator Scheduling for JVM Fuzzing. - Mingyuan Wu; Yicheng Ouyang; Minghai Lu; Junjie Chen 003; Yingquan Zhao; Heming Cui; Guowei Yang 001; Yuqun Zhang (ESEC/SIGSOFT FSE, 2023)

Statfier: Automated Testing of Static Analyzers via Semantic-Preserving Program Transformations. - Huaien Zhang; Yu Pei 001; Junjie Chen 003; Shin Hwei Tan (ESEC/SIGSOFT FSE, 2023)

FuzzJIT: Oracle-Enhanced Fuzzing for JavaScript Engine JIT Compiler. - Junjie Wang 008; Zhiyi Zhang; Shuang Liu 007; Xiaoning Du 001; Junjie Chen 003 (USENIX Security Symposium, 2023)

Adversarial Attacks on Neural Models of Code via Code Difference Reduction. - Zhao Tian; Junjie Chen 003; Zhi Jin (CoRR, 2023)

Compiler Auto-tuning through Multiple Phase Learning. - Mingxuan Zhu; Dan Hao 001; Junjie Chen 003 (CoRR, 2023)

COCO: Testing Code Generation Systems via Concretized Instructions. - Ming Yan 010; Junjie Chen 003; Jie M. Zhang; Xuejie Cao; Chen Yang; Mark Harman (CoRR, 2023)

Bias Assessment and Mitigation in LLM-based Code Generation. - Dong Huang 005; Qingwen Bu; Jie Zhang 050; Xiaofei Xie; Junjie Chen 003; Heming Cui (CoRR, 2023)

Test-Case-Driven Programming Understanding in Large Language Models for Better Code Generation. - Zhao Tian; Junjie Chen 003 (CoRR, 2023)

Enhancing Redundancy-based Automated Program Repair by Fine-grained Pattern Mining. - Jiajun Jiang; Zijie Zhao; Zhirui Ye; Bo Wang 050; Hongyu Zhang 002; Junjie Chen 003 (CoRR, 2023)

Understanding and predicting incident mitigation time. - Weijing Wang; Junjie Chen 003; Lin Yang; Hongyu Zhang 002; Zan Wang (Inf. Softw. Technol., 2023)

Achieving High MAP-Coverage Through Pattern Constraint Reduction. - Yingquan Zhao; Zan Wang; Shuang Liu 007; Jun Sun 001; Junjie Chen 003; Xiang Chen 005 (IEEE Trans. Software Eng., 2023)

Exploring Better Black-Box Test Case Prioritization via Log Analysis. - Zhichao Chen; Junjie Chen 003; Weijing Wang; Jianyi Zhou; Meng Wang 002; Xiang Chen 005; Shan Zhou; Jianmin Wang 015 (ACM Trans. Softw. Eng. Methodol., 2023)

Generic and robust root cause localization for multi-dimensional data in online service systems. - Zeyan Li; Junjie Chen 003; Yihao Chen; Chengyang Luo; Yiwei Zhao; Yongqian Sun; Kaixin Sui; Xiping Wang; Dapeng Liu; Xing Jin; Qi Wang; Dan Pei (J. Syst. Softw., 2023)

Toward Understanding Deep Learning Framework Bugs. - Junjie Chen 003; Yihua Liang; Qingchao Shen; Jiajun Jiang; Shuochuan Li (ACM Trans. Softw. Eng. Methodol., 2023)

Differential Testing of Machine Translators Based on Compositional Semantics. - Shuang Liu 007; Shujie Dou; Junjie Chen 003; Zhirun Zhang; Ye Lu 004 (IEEE Trans. Software Eng., 2023)

Program Ingredients Abstraction and Instantiation for Synthesis-based JVM Testing. - Yingquan Zhao; Zan Wang; Junjie Chen 003; Ruifeng Fu; Yanzhou Lu; Tianchang Gao; Haojie Ye (CCS, 2024)

Evaluating the Inclusion of Technical Indicators for Deep Learning-Empowered Stock Price Prediction in the Chinese Market. - Wulong Liu; Jiaxin Zheng; Junjie Chen 003; Weisi Chen (FinanceCom, 2024)

I3DE: An IDE for Inspecting Inconsistencies in PL/SQL Code. - Jiangshan Liu; Shuang Liu 007; Junjie Chen 003 (IDE@ICSE, 2024)

Towards Understanding the Bugs in Solidity Compiler. - Haoyang Ma; Wuqi Zhang; Qingchao Shen; Yongqiang Tian 001; Junjie Chen 003; Shing-Chi Cheung (ISSTA, 2024)

Fuzzing MLIR Compiler Infrastructure via Operation Dependency Analysis. - Chenyao Suo; Junjie Chen 003; Shuang Liu 007; Jiajun Jiang; Yingquan Zhao; Jianrong Wang (ISSTA, 2024)

Large Language Models for Equivalent Mutant Detection: How Far Are We? - Zhao Tian; Honglin Shu; Dong Wang 044; Xuejie Cao; Yasutaka Kamei; Junjie Chen 003 (ISSTA, 2024)

A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models. - Junjie Yang; Jiajun Jiang; Zeyu Sun 004; Junjie Chen 003 (ISSTA, 2024)

Mutual Learning-Based Framework for Enhancing Robustness of Code Models via Adversarial Training. - Yangsen Wang; Yizhou Chen; Yifan Zhao; Zhihao Gong; Junjie Chen 003; Dan Hao 001 (ASE, 2024)

On the Evaluation of Large Language Models in Unit Test Generation. - Lin Yang; Chen Yang; Shutao Gao; Weijing Wang; Bo Wang 050; Qihao Zhu; Xiao Chu; Jianyi Zhou; Guangtai Liang; Qianxiang Wang; Junjie Chen 003 (ASE, 2024)

A Large-scale Empirical Study on Improving the Fairness of Deep Learning Models. - Junjie Yang; Jiajun Jiang; Zeyu Sun 004; Junjie Chen 003 (CoRR, 2024)

Enhancing LLM-based Test Generation for Hard-to-Cover Branches via Program Analysis. - Chen Yang; Junjie Chen 003; Bin Lin 008; Jianyi Zhou; Ziqi Wang (CoRR, 2024)

An Empirical Study of Unit Test Generation with Large Language Models. - Lin Yang; Chen Yang; Shutao Gao; Weijing Wang; Bo Wang 050; Qihao Zhu; Xiao Chu; Jianyi Zhou; Guangtai Liang; Qianxiang Wang; Junjie Chen 003 (CoRR, 2024)

Dependency-Aware Code Naturalness. - Chen Yang; Junjie Chen 003; Jiajun Jiang; Yuliang Huang (Proc. ACM Program. Lang., 2024)

Stratified random sampling for neural network test input selection. - Zhuo Wu; Zan Wang; Junjie Chen 003; Hanmo You; Ming Yan 010; Lanjun Wang (Inf. Softw. Technol., 2024)

Variable-based Fault Localization via Enhanced Decision Tree. - Jiajun Jiang; Yumeng Wang 003; Junjie Chen 003; Delin Lv; Mengjiao Liu (ACM Trans. Softw. Eng. Methodol., 2024)

A Post-training Framework for Improving the Performance of Deep Learning Models via Model Transformation. - Jiajun Jiang; Junjie Yang; Yingyi Zhang; Zan Wang; Hanmo You; Junjie Chen 003 (ACM Trans. Softw. Eng. Methodol., 2024)

Revisiting deep neural network test coverage from the test effectiveness perspective. - Ming Yan 010; Junjie Chen 003; Xuejie Cao; Zhuo Wu; Yuning Kang; Zan Wang (J. Softw. Evol. Process., 2024)

Mapping APIs in Dynamic-typed Programs by Leveraging Transfer Learning. - Zhenfei Huang; Junjie Chen 003; Jiajun Jiang; Yihua Liang; Hanmo You; Fengjie Li (ACM Trans. Softw. Eng. Methodol., 2024)

Compiler Autotuning through Multiple-phase Learning. - Mingxuan Zhu; Dan Hao 001; Junjie Chen 003 (ACM Trans. Softw. Eng. Methodol., 2024)

Try with Simpler - An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection. - Lin Yang; Junjie Chen 003; Shutao Gao; Zhihao Gong; Hongyu Zhang 002; Yue Kang; Huaan Li (ACM Trans. Softw. Eng. Methodol., 2024)

Neuron Sensitivity-Guided Test Case Selection. - Dong Huang 005; Qingwen Bu; Yichao Fu; Yuhao Qing; Xiaofei Xie; Junjie Chen 003; Heming Cui (ACM Trans. Softw. Eng. Methodol., 2024)

Selecting Initial Seeds for Better JVM Fuzzing. - Tianchang Gao; Junjie Chen 003; Dong Wang 044; Yile Guo; Yingquan Zhao; Zan Wang (ICSE, 2025)

A Tale of Two DL Cities: When Library Tests Meet Compiler. - Qingchao Shen; Yongqiang Tian 001; Haoyang Ma; Junjie Chen 003; Lili Huang; Ruifeng Fu; Shing-Chi Cheung; Zan Wang (ICSE, 2025)

Navigating the Testing of Evolving Deep Learning Systems: An Exploratory Interview Study. - Hanmo You; Zan Wang; Bin Lin 008; Junjie Chen 003 (ICSE, 2025)

A Preliminary Study of Large Language Models for Multilingual Vulnerability Detection. - Junji Yu; Honglin Shu; Michael Fu; Dong Wang 044; Chakkrit Tantithamthavorn; Yasutaka Kamei; Junjie Chen 003 (ISSTA Companion, 2025)

Robustness evaluation of code generation systems via concretizing instructions. - Ming Yan 010; Junjie Chen 003; Jie M. Zhang; Xuejie Cao; Chen Yang; Mark Harman (Inf. Softw. Technol., 2025)

De-duplicating Silent Compiler Bugs via Deep Semantic Representation. - Junjie Chen 003; Xingyu Fan; Chen Yang; Shuang Liu 007; Jun Sun 001 (Proc. ACM Softw. Eng., 2025)

No Bias Left Behind: Fairness Testing for Deep Recommender Systems Targeting General Disadvantaged Groups. - Zhuo Wu; Zan Wang; Chuan Luo 002; Xiaoning Du 001; Junjie Chen 003 (Proc. ACM Softw. Eng., 2025)

Solving the t-Wise Coverage Maximum Problem via Effective and Efficient Local Search-Based Sampling. - Chuan Luo 002; Jianping Song; Qiyuan Zhao; Binqi Sun; Junjie Chen 003; Hongyu Zhang 002; Jinkun Lin; Chunming Hu (ACM Trans. Softw. Eng. Methodol., 2025)

Bounded Exhaustive Random Program Generation for Testing Solidity Compilers and Analyzers. - Haoyang Ma; Alastair F. Donaldson; Qingchao Shen; Yongqiang Tian 001; Junjie Chen 003; Shing-Chi Cheung (CoRR, 2025)

DESIL: Detecting Silent Bugs in MLIR Compiler Infrastructure. - Chenyao Suo; Jianrong Wang; Yongjia Wang; Jiajun Jiang; Qingchao Shen; Junjie Chen 003 (CoRR, 2025)

Evaluating Spectrum-Based Fault Localization on Deep Learning Libraries. - Ming Yan 010; Junjie Chen 003; Tianjie Jiang; Jiajun Jiang; Zan Wang (IEEE Trans. Software Eng., 2025)

Large Language Models for Multilingual Vulnerability Detection: How Far Are We? - Honglin Shu; Michael Fu; Junji Yu; Dong Wang 044; Chakkrit Tantithamthavorn; Junjie Chen 003; Yasutaka Kamei (CoRR, 2025)

Improving Compiler Bug Isolation by Leveraging Large Language Models. - Yixian Qi; Jiajun Jiang; Fengjie Li; Bowen Chen; Hongyu Zhang 002; Junjie Chen 003 (CoRR, 2025)

A Comprehensive Study of OOP-Related Bugs in C++ Compilers. - Bo Wang 050; Chong Chen; Junjie Chen 003; Bowen Xu; Chen Ye; Youfang Lin; Guoliang Dong; Jun Sun 001 (IEEE Trans. Software Eng., 2025)

A Survey of Reinforcement Learning for Software Engineering. - Dong Wang 044; Hanmo You; Lingwei Zhu; Kaiwei Lin; Zheng Chen 012; Chen Yang; Junji Yu; Zan Wang; Junjie Chen 003 (CoRR, 2025)

Mitigating Regression Faults Induced by Feature Evolution in Deep Learning Systems. - Hanmo You; Zan Wang; Xuyang Chen; Junjie Chen 003; Jun Sun 001; Shuang Liu 007; Zishuo Dong (ACM Trans. Softw. Eng. Methodol., 2025)

On the Evaluation of Large Language Models in Multilingual Vulnerability Repair. - Dong Wang 044; Junji Yu; Honglin Shu; Michael Fu; Chakkrit Tantithamthavorn; Yasutaka Kamei; Junjie Chen 003 (CoRR, 2025)

An empirical study of test case prioritization on the Linux Kernel. - Haichi Wang; Ruiguo Yu; Dong Wang 044; Yiheng Du; Yingquan Zhao; Junjie Chen 003; Zan Wang (Autom. Softw. Eng., 2025)