Junjie Chen 0003 - researchr alias

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Viewing Publication 1 - 54 from 54

2024

2023

Toward Understanding Deep Learning Framework BugsJunjie Chen 0003, Yihua Liang, Qingchao Shen, Jiajun Jiang, Shuochuan Li. TOSEM, 32(6), November 2023. [doi]

Compiler Test-Program Generation via Memoized Configuration SearchJunjie Chen 0003, Chenyao Suo, Jiajun Jiang, Peiqi Chen, Xingjian Li. ICSE 2023: 2035-2047 [doi]

Differential Testing of Machine Translators Based on Compositional SemanticsShuang Liu 0007, Shujie Dou, Junjie Chen 0003, Zhirun Zhang, Ye Lu. TSE, 49(12):5046-5059, December 2023. [doi]

OrdinalFix: Fixing Compilation Errors via Shortest-Path CFL ReachabilityWenjie Zhang 0007, Guancheng Wang 0001, Junjie Chen 0003, Yingfei Xiong 0001, Yong Liu, Lu Zhang 0023. ASE 2023: 1200-1211 [doi]

Exploring Better Black-Box Test Case Prioritization via Log AnalysisZhichao Chen, Junjie Chen 0003, Weijing Wang, Jianyi Zhou, Meng Wang 0002, Xiang Chen 0005, Shan Zhou, Jianmin Wang. TOSEM, 32(3), May 2023. [doi]

Vectorizing Program Ingredients for Better JVM TestingTianchang Gao, Junjie Chen 0003, Yingquan Zhao, Yuqun Zhang, Lingming Zhang 0001. ISSTA 2023: 526-537 [doi]

Fuzzing Deep Learning Compilers with HirGenHaoyang Ma, Qingchao Shen, Yongqiang Tian 0001, Junjie Chen 0003, Shing-Chi Cheung. ISSTA 2023: 248-260 [doi]

On-the-fly Improving Performance of Deep Code Models via Input DenoisingZhao Tian, Junjie Chen 0003, Xiangyu Zhang. ASE 2023: 560-572 [doi]

Understanding and predicting incident mitigation timeWeijing Wang, Junjie Chen 0003, Lin Yang, Hongyu Zhang 0002, Zan Wang. INFSOF, 155:107119, 2023. [doi]

MLIRSmith: Random Program Generation for Fuzzing MLIR Compiler InfrastructureHaoyu Wang, Junjie Chen 0003, Chuyue Xie, Shuang Liu 0007, Zan Wang, Qingchao Shen, Yingquan Zhao. ASE 2023: 1555-1566 [doi]

JITfuzz: Coverage-guided Fuzzing for JVM Just-in-Time CompilersMingyuan Wu, Minghai Lu, Heming Cui, Junjie Chen 0003, Yuqun Zhang, Lingming Zhang 0001. ICSE 2023: 56-68 [doi]

Achieving Last-Mile Functional Coverage in Testing Chip Design Software ImplementationsMing Yan, Junjie Chen 0003, Hangyu Mao, Jiajun Jiang, Jianye Hao, Xingjian Li, Zhao Tian, Zhichao Chen, Dong Li 0030, Zhangkong Xian, Yanwei Guo, Wulong Liu, Bin Wang, Yuefeng Sun, Yongshun Cui. ICSE 2023: 343-354 [doi]

Can Code Representation Boost IR-Based Test Case Prioritization?Lin Yang, Junjie Chen 0003, Hanmo You, Jiachen Han, Jiajun Jiang, Zhe Sun, Xinqi Lin, Fang Liang, Yuning Kang. issre 2023: 240-251 [doi]

Regression Fuzzing for Deep Learning SystemsHanmo You, Zan Wang, Junjie Chen 0003, Shuang Liu 0007, Shuochuan Li. ICSE 2023: 82-94 [doi]

2022

2021

Historical Spectrum Based Fault LocalizationMing Wen 0001, Junjie Chen 0003, Yongqiang Tian, Rongxin Wu, Dan Hao 0001, Shi Han, Shing-Chi Cheung. TSE, 47(11):2348-2368, 2021. [doi]

Efficient Compiler Autotuning via Bayesian OptimizationJunjie Chen 0003, Ningxin Xu, Peiqi Chen, Hongyu Zhang 0002. ICSE 2021: 1198-1209 [doi]

Coverage Prediction for Accelerating Compiler TestingJunjie Chen 0003, Guancheng Wang, Dan Hao, Yingfei Xiong 0001, Hongyu Zhang 0002, Lu Zhang 0023, Bing Xie. TSE, 47(2):261-278, 2021. [doi]

Design and Implementation of Multi-Function Table Wiping Control System Based on NBIoTLijuan Cao, Jianhui Li, Yang-Jing Zhou, Yuan-Hong Lian, Dunhua Zhao, Junjie Chen 0003. ifip8-3 2021: 513-518 [doi]

APIRecX: Cross-Library API Recommendation via Pre-Trained Language ModelYuning Kang, Zan Wang, Hongyu Zhang 0002, Junjie Chen 0003, Hanmo You. emnlp 2021: 3425-3436 [doi]

Practical Root Cause Localization for Microservice Systems via Trace AnalysisZeyan Li, Junjie Chen 0003, 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. iwqos 2021: 1-10 [doi]

Jump-Starting Multivariate Time Series Anomaly Detection for Online Service SystemsMinghua Ma, Shenglin Zhang, Junjie Chen 0003, Jim Xu, Haozhe Li, Yongliang Lin, Xiaohui Nie, Bo Zhou, Yong Wang, Dan Pei. usenix 2021: 413-426 [doi]

HARS: Heuristic-Enhanced Adaptive Randomized Scheduling for Concurrency TestingYanzhou Mu, Zan Wang, Shuang Liu 0007, Jun Sun 0001, Junjie Chen 0003, Xiang Chen 0005. qrs 2021: 219-230 [doi]

A comprehensive study of deep learning compiler bugsQingchao Shen, Haoyang Ma, Junjie Chen 0003, Yongqiang Tian, Shing-Chi Cheung, Xiang Chen. FSE 2021: 968-980 [doi]

Prioritizing Test Inputs for Deep Neural Networks via Mutation AnalysisZan Wang, Hanmo You, Junjie Chen 0003, Yingyi Zhang, Xuyuan Dong, Wenbin Zhang. ICSE 2021: 397-409 [doi]

Probabilistic Delta debuggingGuancheng Wang, Ruobing Shen, Junjie Chen 0003, Yingfei Xiong 0001, Lu Zhang 0023. FSE 2021: 881-892 [doi]

PLELog: Semi-Supervised Log-Based Anomaly Detection via Probabilistic Label EstimationLin Yang, Junjie Chen 0003, Zan Wang, Weijing Wang, Jiajun Jiang, Xuyuan Dong, Wenbin Zhang. ICSE 2021: 230-231 [doi]

Identifying bad software changes via multimodal anomaly detection for online service systemsNengwen Zhao, Junjie Chen 0003, Zhaoyang Yu, Honglin Wang, Jiesong Li, Bin Qiu, Hongyu Xu, Wenchi Zhang, Kaixin Sui, Dan Pei. FSE 2021: 527-539 [doi]

2020

A Survey of Compiler TestingJunjie Chen 0003, Jibesh Patra, Michael Pradel, Yingfei Xiong, Hongyu Zhang 0002, Dan Hao, Lu Zhang 0023. ACM Comput. Surv., 53(1), 2020. [doi]

Enhanced Compiler Bug Isolation via Memoized SearchJunjie Chen 0003, Haoyang Ma, Lingming Zhang. ASE 2020: 78-89 [doi]

How Incidental are the Incidents? Characterizing and Prioritizing Incidents for Large-Scale Online Service SystemsJunjie Chen 0003, Shu Zhang, Xiaoting He, Qingwei Lin, Hongyu Zhang 0002, Dan Hao, Yu Kang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang. ASE 2020: 373-384 [doi]

Practical Accuracy Estimation for Efficient Deep Neural Network TestingJunjie Chen 0003, Zhuo Wu, Zan Wang, Hanmo You, Lingming Zhang, Ming Yan. TOSEM, 29(4), 2020. [doi]

Identifying linked incidents in large-scale online service systemsYujun Chen, Xian Yang, Hang Dong, Xiaoting He, Hongyu Zhang 0002, Qingwei Lin, Junjie Chen 0003, Pu Zhao, Yu Kang, Feng Gao, Zhangwei Xu, Dongmei Zhang. FSE 2020: 304-314 [doi]

How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systemsJiajun Jiang, Weihai Lu, Junjie Chen 0003, Qingwei Lin, Pu Zhao, Yu Kang, Hongyu Zhang 0002, Yingfei Xiong 0001, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang. FSE 2020: 1410-1420 [doi]

Root-Cause Metric Location for Microservice Systems via Log Anomaly DetectionLingzhi Wang, Nengwen Zhao, Junjie Chen 0003, Pinnong Li, Wenchi Zhang, Kaixin Sui. icws 2020: 142-150 [doi]

Practical and White-Box Anomaly Detection through Unsupervised and Active LearningYao Wang, Zhaowei Wang, Zejun Xie, Nengwen Zhao, Junjie Chen 0003, Wenchi Zhang, Kaixin Sui, Dan Pei. icccn 2020: 1-9 [doi]

What Makes Open Source Software Projects Impactful: A Data-Driven ApproachHuaiwei Yang, Shuang Liu, Lin Gui, Yongxin Zhao, Jun Sun 0001, Junjie Chen 0003. internetware 2020: 126-135 [doi]

Understanding and handling alert storm for online service systemsNengwen Zhao, Junjie Chen 0003, 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. ICSE 2020: 162-171 [doi]

2019

History-Guided Configuration Diversification for Compiler Test-Program GenerationJunjie Chen 0003, Guancheng Wang, Dan Hao, Yingfei Xiong, Hongyu Zhang 0002, Lu Zhang 0023. ASE 2019: 305-316 [doi]

Continuous Incident Triage for Large-Scale Online Service SystemsJunjie Chen 0003, Xiaoting He, Qingwei Lin, Hongyu Zhang 0002, Dan Hao, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang. ASE 2019: 364-375 [doi]

An empirical investigation of incident triage for online service systemsJunjie Chen 0003, Xiaoting He, Qingwei Lin, Yong Xu, Hongyu Zhang, Dan Hao, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang. ICSE 2019: 111-120 [doi]

Compiler bug isolation via effective witness test program generationJunjie Chen 0003, Jiaqi Han, Peiyi Sun, Lingming Zhang, Dan Hao, Lu Zhang. FSE 2019: 223-234 [doi]

How to Explain a Patch: An Empirical Study of Patch Explanations in Open Source ProjectsJingjing Liang, Yaozong Hou, Shurui Zhou, Junjie Chen 0003, Yingfei Xiong, Gang Huang 0001. issre 2019: 58-69 [doi]

Chapter One - A Survey on Regression Test-Case PrioritizationYiling Lou, Junjie Chen 0003, Lingming Zhang, Dan Hao. ac, 113:1-46, 2019. [doi]

History-driven build failure fixing: how far are we?Yiling Lou, Junjie Chen 0003, Lingming Zhang, Dan Hao, Lu Zhang 0023. ISSTA 2019: 43-54 [doi]

Automatic Discovery and Cleansing of Numerical Metamorphic RelationsBo Zhang, Hongyu Zhang 0002, Junjie Chen 0003, Dan Hao, Pablo Moscato. ICSM 2019: 235-245 [doi]

AutoMR: Automatic Discovery and Cleansing of Numerical Metamorphic RelationsBo Zhang, Hongyu Zhang 0002, Junjie Chen 0003, Dan Hao, Pablo Moscato. ICSM 2019: 246 [doi]

2018

Optimizing test prioritization via test distribution analysisJunjie Chen 0003, Yiling Lou, Lingming Zhang, Jianyi Zhou, Xiaoleng Wang, Dan Hao, Lu Zhang 0023. FSE 2018: 656-667 [doi]

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