Junjie Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 92

Top Topics

Learning Models

Symbolic Execution

Service Systems

Top Venues

ESEC/SIGSOFT FSE

ACM Trans. Softw. Eng. Methodol.

Publications

Lin Yang, Junjie Chen, Shutao Gao, Zhihao Gong, Hongyu Zhang, Yue Kang, Huaan Li
Try with Simpler - An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection. ACM Trans. Softw. Eng. Methodol. 33 (5) (2024)
Zhuo Wu, Zan Wang, Junjie Chen, Hanmo You, Ming Yan, Lanjun Wang
Stratified random sampling for neural network test input selection. Inf. Softw. Technol. 165 (2024)
Lin Yang, Chen Yang, Shutao Gao, Weijing Wang, Bo Wang, Qihao Zhu, Xiao Chu, Jianyi Zhou, Guangtai Liang, Qianxiang Wang, Junjie Chen
An Empirical Study of Unit Test Generation with Large Language Models. CoRR (2024)
Mingxuan Zhu, Dan Hao, Junjie Chen
Compiler Autotuning through Multiple-phase Learning. ACM Trans. Softw. Eng. Methodol. 33 (4) (2024)
Jiajun Jiang, Yumeng Wang, Junjie Chen, Delin Lv, Mengjiao Liu
Variable-based Fault Localization via Enhanced Decision Tree. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Ming Yan, Junjie Chen, Xuejie Cao, Zhuo Wu, Yuning Kang, Zan Wang
Revisiting deep neural network test coverage from the test effectiveness perspective. J. Softw. Evol. Process. 36 (4) (2024)
Junjie Yang, Jiajun Jiang, Zeyu Sun, Junjie Chen
A Large-scale Empirical Study on Improving the Fairness of Deep Learning Models. CoRR (2024)
Zhenfei Huang, Junjie Chen, Jiajun Jiang, Yihua Liang, Hanmo You, Fengjie Li
Mapping APIs in Dynamic-typed Programs by Leveraging Transfer Learning. ACM Trans. Softw. Eng. Methodol. 33 (4) (2024)
Haoyang Ma, Wuqi Zhang, Qingchao Shen, Yongqiang Tian, Junjie Chen, Shing-Chi Cheung
Towards Understanding the Bugs in Solidity Compiler. CoRR (2024)
Qingchao Shen, Yongqiang Tian, Haoyang Ma, Junjie Chen, Lili Huang, Ruifeng Fu, Shing-Chi Cheung, Zan Wang
A Tale of Two DL Cities: When Library Tests Meet Compiler. CoRR (2024)
Jiajun Jiang, Junjie Yang, Yingyi Zhang, Zan Wang, Hanmo You, Junjie Chen
A Post-training Framework for Improving the Performance of Deep Learning Models via Model Transformation. ACM Trans. Softw. Eng. Methodol. 33 (3) (2024)
Tianchang Gao, Junjie Chen, Yingquan Zhao, Yuqun Zhang, Lingming Zhang
Vectorizing Program Ingredients for Better JVM Testing. ISSTA (2023)
Zhao Tian, Junjie Chen, Xiangyu Zhang
On-the-fly Improving Performance of Deep Code Models via Input Denoising. ASE (2023)
Ming Yan, Junjie Chen, Hangyu Mao, Jiajun Jiang, Jianye Hao, Xingjian Li, Zhao Tian, Zhichao Chen, Dong Li, Zhangkong Xian, Yanwei Guo, Wulong Liu, Bin Wang, Yuefeng Sun, Yongshun Cui
Achieving Last-Mile Functional Coverage in Testing Chip Design Software Implementations. ICSE-SEIP (2023)
Haoyu Wang, Junjie Chen, Chuyue Xie, Shuang Liu, Zan Wang, Qingchao Shen, Yingquan Zhao
MLIRSmith: Random Program Generation for Fuzzing MLIR Compiler Infrastructure. ASE (2023)
Jiajun Jiang, Zijie Zhao, Zhirui Ye, Bo Wang, Hongyu Zhang, Junjie Chen
Enhancing Redundancy-based Automated Program Repair by Fine-grained Pattern Mining. CoRR (2023)
Wenjie Zhang, Guancheng Wang, Junjie Chen, Yingfei Xiong, Yong Liu, Lu Zhang
OrdinalFix: Fixing Compilation Errors via Shortest-Path CFL Reachability. ASE (2023)
Yingquan Zhao, Zan Wang, Shuang Liu, Jun Sun, Junjie Chen, Xiang Chen
Achieving High MAP-Coverage Through Pattern Constraint Reduction. IEEE Trans. Software Eng. 49 (1) (2023)
Lin Yang, Junjie Chen, Hanmo You, Jiachen Han, Jiajun Jiang, Zhe Sun, Xinqi Lin, Fang Liang, Yuning Kang
Can Code Representation Boost IR-Based Test Case Prioritization? ISSRE (2023)
Mingyuan Wu, Minghai Lu, Heming Cui, Junjie Chen, Yuqun Zhang, Lingming Zhang
JITfuzz: Coverage-guided Fuzzing for JVM Just-in-Time Compilers. ICSE (2023)
Zhichao Chen, Junjie Chen, Weijing Wang, Jianyi Zhou, Meng Wang, Xiang Chen, Shan Zhou, Jianmin Wang
Exploring Better Black-Box Test Case Prioritization via Log Analysis. ACM Trans. Softw. Eng. Methodol. 32 (3) (2023)
Yingquan Zhao, Junjie Chen, Ruifeng Fu, Haojie Ye, Zan Wang
Testing the Compiler for a New-Born Programming Language: An Industrial Case Study (Experience Paper). ISSTA (2023)
Junjie Chen, Yihua Liang, Qingchao Shen, Jiajun Jiang, Shuochuan Li
Toward Understanding Deep Learning Framework Bugs. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Hanmo You, Zan Wang, Junjie Chen, Shuang Liu, Shuochuan Li
Regression Fuzzing for Deep Learning Systems. ICSE (2023)
Junjie Chen, Chenyao Suo, Jiajun Jiang, Peiqi Chen, Xingjian Li
Compiler Test-Program Generation via Memoized Configuration Search. ICSE (2023)
Haoyang Ma, Qingchao Shen, Yongqiang Tian, Junjie Chen, Shing-Chi Cheung
Fuzzing Deep Learning Compilers with HirGen. ISSTA (2023)
Chen Yang, Junjie Chen, Xingyu Fan, Jiajun Jiang, Jun Sun
Silent Compiler Bug De-duplication via Three-Dimensional Analysis. ISSTA (2023)
Weijing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Zan Wang
Understanding and predicting incident mitigation time. Inf. Softw. Technol. 155 (2023)
Shuang Liu, Shujie Dou, Junjie Chen, Zhirun Zhang, Ye Lu
Differential Testing of Machine Translators Based on Compositional Semantics. IEEE Trans. Software Eng. 49 (12) (2023)
Zhao Tian, Junjie Chen, Xiangyu Zhang
On-the-fly Improving Performance of Deep Code Models via Input Denoising. CoRR (2023)
Junjie Chen, Yihua Liang, Qingchao Shen, Jiajun Jiang
Toward Understanding Deep Learning Framework Bugs. CoRR (2022)
Qingchao Shen, Junjie Chen, Jie M. Zhang, Haoyu Wang, Shuang Liu, Menghan Tian
Natural Test Generation for Precise Testing of Question Answering Software. ASE (2022)
Jiajun Jiang, Yumeng Wang, Junjie Chen, Delin Lv, Mengjiao Liu
Variable-Based Fault Localization via Enhanced Decision Tree. CoRR (2022)
Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
On the Evaluation of Neural Code Summarization. ICSE (2022)
Junjie Chen, Chenyao Suo
Boosting Compiler Testing via Compiler Optimization Exploration. ACM Trans. Softw. Eng. Methodol. 31 (4) (2022)
Jianyi Zhou, Junjie Chen, Dan Hao
Parallel Test Prioritization. ACM Trans. Softw. Eng. Methodol. 31 (1) (2022)
An Ran Chen, Tse-Hsun (Peter) Chen, Junjie Chen
How Useful is Code Change Information for Fault Localization in Continuous Integration? ASE (2022)
Zhao Tian, Junjie Chen, Qihao Zhu, Junjie Yang, Lingming Zhang
Learning to Construct Better Mutation Faults. ASE (2022)
Haoyang Ma, Qingchao Shen, Yongqiang Tian, Junjie Chen, Shing-Chi Cheung
HirFuzz: Detecting High-Level Optimization Bugs in DL Compilers via Computational Graph Generation. CoRR (2022)
Ming Yan, Junjie Chen, Xiangyu Zhang, Lin Tan, Gan Wang, Zan Wang
Exposing numerical bugs in deep learning via gradient back-propagation. ESEC/SIGSOFT FSE (2021)
Yanzhou Mu, Zan Wang, Shuang Liu, Jun Sun, Junjie Chen, Xiang Chen
HARS: Heuristic-Enhanced Adaptive Randomized Scheduling for Concurrency Testing. QRS (2021)
Yuning Kang, Zan Wang, Hongyu Zhang, Junjie Chen, Hanmo You
APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model. EMNLP (1) (2021)
Lijuan Cao, Jianhui Li, Yang-Jing Zhou, Yuan-Hong Lian, Dunhua Zhao, Junjie Chen
Design and Implementation of Multi-Function Table Wiping Control System Based on NBIoT. CIS (2021)
Zeyan Li, Junjie Chen, Rui Jiao, Nengwen Zhao, Zhijun Wang, Shuwei Zhang, Yanjun Wu, Long Jiang, Leiqin Yan, Zikai Wang, Zhekang Chen, Wenchi Zhang, Xiaohui Nie, Kaixin Sui, Dan Pei
Practical Root Cause Localization for Microservice Systems via Trace Analysis. IWQoS (2021)
Junjie Chen, Guancheng Wang, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie
Coverage Prediction for Accelerating Compiler Testing. IEEE Trans. Software Eng. 47 (2) (2021)
Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun
Neural Code Summarization: How Far Are We? CoRR (2021)
Guancheng Wang, Ruobing Shen, Junjie Chen, Yingfei Xiong, Lu Zhang
Probabilistic Delta debugging. ESEC/SIGSOFT FSE (2021)
Ming Wen, Junjie Chen, Yongqiang Tian, Rongxin Wu, Dan Hao, Shi Han, Shing-Chi Cheung
Historical Spectrum Based Fault Localization. IEEE Trans. Software Eng. 47 (11) (2021)
Minghua Ma, Shenglin Zhang, Junjie Chen, Jim Xu, Haozhe Li, Yongliang Lin, Xiaohui Nie, Bo Zhou, Yong Wang, Dan Pei
Jump-Starting Multivariate Time Series Anomaly Detection for Online Service Systems. USENIX Annual Technical Conference (2021)
Lin Yang, Junjie Chen, Zan Wang, Weijing Wang, Jiajun Jiang, Xuyuan Dong, Wenbin Zhang
PLELog: Semi-Supervised Log-Based Anomaly Detection via Probabilistic Label Estimation. ICSE (Companion Volume) (2021)
Qingchao Shen, Haoyang Ma, Junjie Chen, Yongqiang Tian, Shing-Chi Cheung, Xiang Chen
A comprehensive study of deep learning compiler bugs. ESEC/SIGSOFT FSE (2021)
Chuan Luo, Binqi Sun, Bo Qiao, Junjie Chen, Hongyu Zhang, Jinkun Lin, Qingwei Lin, Dongmei Zhang
LS-sampling: an effective local search based sampling approach for achieving high t-wise coverage. ESEC/SIGSOFT FSE (2021)
Zan Wang, Hanmo You, Junjie Chen, Yingyi Zhang, Xuyuan Dong, Wenbin Zhang
Prioritizing Test Inputs for Deep Neural Networks via Mutation Analysis. ICSE (2021)
Lin Yang, Junjie Chen, Zan Wang, Weijing Wang, Jiajun Jiang, Xuyuan Dong, Wenbin Zhang
Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation. ICSE (2021)
Junjie Chen, Ningxin Xu, Peiqi Chen, Hongyu Zhang
Efficient Compiler Autotuning via Bayesian Optimization. ICSE (2021)
Nengwen Zhao, Junjie Chen, Zhaoyang Yu, Honglin Wang, Jiesong Li, Bin Qiu, Hongyu Xu, Wenchi Zhang, Kaixin Sui, Dan Pei
Identifying bad software changes via multimodal anomaly detection for online service systems. ESEC/SIGSOFT FSE (2021)
Junjie Chen, Haoyang Ma, Lingming Zhang
Enhanced Compiler Bug Isolation via Memoized Search. ASE (2020)
Huaiwei Yang, Shuang Liu, Lin Gui, Yongxin Zhao, Jun Sun, Junjie Chen
What Makes Open Source Software Projects Impactful: A Data-Driven Approach. Internetware (2020)
Junjie Chen, Jibesh Patra, Michael Pradel, Yingfei Xiong, Hongyu Zhang, Dan Hao, Lu Zhang
A Survey of Compiler Testing. ACM Comput. Surv. 53 (1) (2020)
Zan Wang, Ming Yan, Junjie Chen, Shuang Liu, Dongdi Zhang
Deep learning library testing via effective model generation. ESEC/SIGSOFT FSE (2020)
Jiajun Jiang, Weihai Lu, Junjie Chen, Qingwei Lin, Pu Zhao, Yu Kang, Hongyu Zhang, Yingfei Xiong, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems. ESEC/SIGSOFT FSE (2020)
Junjie Chen, Shu Zhang, Xiaoting He, Qingwei Lin, Hongyu Zhang, Dan Hao, Yu Kang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
How Incidental are the Incidents? Characterizing and Prioritizing Incidents for Large-Scale Online Service Systems. ASE (2020)
Yujun Chen, Xian Yang, Hang Dong, Xiaoting He, Hongyu Zhang, Qingwei Lin, Junjie Chen, Pu Zhao, Yu Kang, Feng Gao, Zhangwei Xu, Dongmei Zhang
Identifying linked incidents in large-scale online service systems. ESEC/SIGSOFT FSE (2020)
Zan Wang, Haichi Wang, Shuang Liu, Jun Sun, Haoyu Wang, Junjie Chen
IFIX: Fixing Concurrency Bugs While They Are Introduced. ICECCS (2020)
Nengwen Zhao, Junjie Chen, Xiao Peng, Honglin Wang, Xinya Wu, Yuanzong Zhang, Zikai Chen, Xiangzhong Zheng, Xiaohui Nie, Gang Wang, Yong Wu, Fang Zhou, Wenchi Zhang, Kaixin Sui, Dan Pei
Understanding and handling alert storm for online service systems. ICSE (Companion Volume) (2020)
Junjie Chen, Zhuo Wu, Zan Wang, Hanmo You, Lingming Zhang, Ming Yan
Practical Accuracy Estimation for Efficient Deep Neural Network Testing. ACM Trans. Softw. Eng. Methodol. 29 (4) (2020)
Lingzhi Wang, Nengwen Zhao, Junjie Chen, Pinnong Li, Wenchi Zhang, Kaixin Sui
Root-Cause Metric Location for Microservice Systems via Log Anomaly Detection. ICWS (2020)
Nengwen Zhao, Junjie Chen, Xiao Peng, Honglin Wang, Xinya Wu, Yuanzong Zhang, Zikai Chen, Xiangzhong Zheng, Xiaohui Nie, Gang Wang, Yong Wu, Fang Zhou, Wenchi Zhang, Kaixin Sui, Dan Pei
Understanding and handling alert storm for online service systems. ICSE (SEIP) (2020)
Nengwen Zhao, Junjie Chen, Zhou Wang, Xiao Peng, Gang Wang, Yong Wu, Fang Zhou, Zhen Feng, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei
Real-time incident prediction for online service systems. ESEC/SIGSOFT FSE (2020)
Junjie Chen, Ming Yan, Zan Wang, Yuning Kang, Zhuo Wu
Deep Neural Network Test Coverage: How Far Are We? CoRR (2020)
Yao Wang, Zhaowei Wang, Zejun Xie, Nengwen Zhao, Junjie Chen, Wenchi Zhang, Kaixin Sui, Dan Pei
Practical and White-Box Anomaly Detection through Unsupervised and Active Learning. ICCCN (2020)
Yiling Lou, Junjie Chen, Lingming Zhang, Dan Hao
Chapter One - A Survey on Regression Test-Case Prioritization. Adv. Comput. 113 (2019)
Yiling Lou, Junjie Chen, Lingming Zhang, Dan Hao, Lu Zhang
History-driven build failure fixing: how far are we? ISSTA (2019)
Junjie Chen, Xiaoting He, Qingwei Lin, Yong Xu, Hongyu Zhang, Dan Hao, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
An empirical investigation of incident triage for online service systems. ICSE (SEIP) (2019)
Junjie Chen, Guancheng Wang, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang
History-Guided Configuration Diversification for Compiler Test-Program Generation. ASE (2019)
Xu Zhang, Yong Xu, Qingwei Lin, Bo Qiao, Hongyu Zhang, Yingnong Dang, Chunyu Xie, Xinsheng Yang, Qian Cheng, Ze Li, Junjie Chen, Xiaoting He, Randolph Yao, Jian-Guang Lou, Murali Chintalapati, Furao Shen, Dongmei Zhang
Robust log-based anomaly detection on unstable log data. ESEC/SIGSOFT FSE (2019)
Bo Zhang, Hongyu Zhang, Junjie Chen, Dan Hao, Pablo Moscato
AutoMR: Automatic Discovery and Cleansing of Numerical Metamorphic Relations. ICSME (2019)
Junjie Chen, Xiaoting He, Qingwei Lin, Hongyu Zhang, Dan Hao, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang
Continuous Incident Triage for Large-Scale Online Service Systems. ASE (2019)
Junjie Chen, Jiaqi Han, Peiyi Sun, Lingming Zhang, Dan Hao, Lu Zhang
Compiler bug isolation via effective witness test program generation. ESEC/SIGSOFT FSE (2019)
Jingjing Liang, Yaozong Hou, Shurui Zhou, Junjie Chen, Yingfei Xiong, Gang Huang
How to Explain a Patch: An Empirical Study of Patch Explanations in Open Source Projects. ISSRE (2019)
Bo Zhang, Hongyu Zhang, Junjie Chen, Dan Hao, Pablo Moscato
Automatic Discovery and Cleansing of Numerical Metamorphic Relations. ICSME (2019)
Junjie Chen, Wenxiang Hu, Lingming Zhang, Dan Hao, Sarfraz Khurshid, Lu Zhang
Learning to Accelerate Symbolic Execution via Code Transformation. ECOOP (2018)
Junjie Chen
Learning to accelerate compiler testing. ICSE (Companion Volume) (2018)
Junjie Chen, Yiling Lou, Lingming Zhang, Jianyi Zhou, Xiaoleng Wang, Dan Hao, Lu Zhang
Optimizing test prioritization via test distribution analysis. ESEC/SIGSOFT FSE (2018)
Ming Wen, Junjie Chen, Rongxin Wu, Dan Hao, Shing-Chi Cheung
Context-aware patch generation for better automated program repair. ICSE (2018)
Junjie Chen, Yanwei Bai, Dan Hao, Lingming Zhang, Lu Zhang, Bing Xie
How Do Assertions Impact Coverage-Based Test-Suite Reduction? ICST (2017)
Junjie Chen, Yanwei Bai, Dan Hao, Yingfei Xiong, Hongyu Zhang, Bing Xie
Learning to prioritize test programs for compiler testing. ICSE (2017)
Ming Wen, Junjie Chen, Rongxin Wu, Dan Hao, Shing-Chi Cheung
An Empirical Analysis of the Influence of Fault Space on Search-Based Automated Program Repair. CoRR (2017)
Junjie Chen, Alastair F. Donaldson, Andreas Zeller, Hongyu Zhang
Testing and Verification of Compilers (Dagstuhl Seminar 17502). Dagstuhl Reports 7 (12) (2017)
Junjie Chen, Yanwei Bai, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie
Test Case Prioritization for Compilers: A Text-Vector Based Approach. ICST (2016)
Junjie Chen, Yanwei Bai, Dan Hao, Lingming Zhang, Lu Zhang, Bing Xie, Hong Mei
Supporting oracle construction via static analysis. ASE (2016)
Junjie Chen, Wenxiang Hu, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie
An empirical comparison of compiler testing techniques. ICSE (2016)
Jie Zhang, Junjie Chen, Dan Hao, Yingfei Xiong, Bing Xie, Lu Zhang, Hong Mei
Search-based inference of polynomial metamorphic relations. ASE (2014)