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Junjie Chen 0003

陈俊洁

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unicode name: 陈俊洁
affiliation: Tianjin University, College of Intelligence and Computing, Tianjin, China
affiliation: Peking University, Institute of Software, Beijing, China

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2025
[j32]
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Yingling Li, Muxin Cai, Junjie Chen, Yang Xu, Lei Huang, Jianping Li:
Context-aware prompting for LLM-based program repair. Autom. Softw. Eng. 32(2): 42 (2025)
[j31]
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Haichi Wang, Ruiguo Yu, Dong Wang, Yiheng Du, Yingquan Zhao, Junjie Chen, Zan Wang:
An empirical study of test case prioritization on the Linux Kernel. Autom. Softw. Eng. 32(2): 49 (2025)
[j30]
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Ming Yan, Junjie Chen, Jie M. Zhang, Xuejie Cao, Chen Yang, Mark Harman:
Robustness evaluation of code generation systems via concretizing instructions. Inf. Softw. Technol. 179: 107645 (2025)
[j29]
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Junjie Chen, Xingyu Fan, Chen Yang, Shuang Liu, Jun Sun:
De-duplicating Silent Compiler Bugs via Deep Semantic Representation. Proc. ACM Softw. Eng. 2(FSE): 2359-2381 (2025)
[j28]
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Zhuo Wu, Zan Wang, Chuan Luo, Xiaoning Du, Junjie Chen:
No Bias Left Behind: Fairness Testing for Deep Recommender Systems Targeting General Disadvantaged Groups. Proc. ACM Softw. Eng. 2(ISSTA): 1607-1629 (2025)
[j27]
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Chuan Luo, Jianping Song, Qiyuan Zhao, Binqi Sun, Junjie Chen, Hongyu Zhang, Jinkun Lin, Chunming Hu:
Solving the t-Wise Coverage Maximum Problem via Effective and Efficient Local Search-Based Sampling. ACM Trans. Softw. Eng. Methodol. 34(1): 13:1-13:64 (2025)
[j26]
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Hanmo You, Zan Wang, Xuyang Chen, Junjie Chen, Jun Sun, Shuang Liu, Zishuo Dong:
Mitigating Regression Faults Induced by Feature Evolution in Deep Learning Systems. ACM Trans. Softw. Eng. Methodol. 34(6): 171:1-171:33 (2025)
[j25]
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Ming Yan, Junjie Chen, Tianjie Jiang, Jiajun Jiang, Zan Wang:
Evaluating Spectrum-Based Fault Localization on Deep Learning Libraries. IEEE Trans. Software Eng. 51(5): 1399-1414 (2025)
[j24]
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Bo Wang, Chong Chen, Junjie Chen, Bowen Xu, Chen Ye, Youfang Lin, Guoliang Dong, Jun Sun:
A Comprehensive Study of OOP-Related Bugs in C++ Compilers. IEEE Trans. Software Eng. 51(6): 1762-1782 (2025)
2024
[j23]
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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: 107331 (2024)
[j22]
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Chen Yang, Junjie Chen, Jiajun Jiang, Yuliang Huang:
Dependency-Aware Code Naturalness. Proc. ACM Program. Lang. 8(OOPSLA2): 2355-2377 (2024)
[j21]
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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)
[j20]
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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): 41:1-41:32 (2024)
[j19]
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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): 61:1-61:41 (2024)
[j18]
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Mingxuan Zhu, Dan Hao, Junjie Chen:
Compiler Autotuning through Multiple-phase Learning. ACM Trans. Softw. Eng. Methodol. 33(4): 100:1-100:38 (2024)
[j17]
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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): 102:1-102:29 (2024)
[j16]
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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): 115:1-115:27 (2024)
[j15]
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Dong Huang, Qingwen Bu, Yichao Fu, Yuhao Qing, Xiaofei Xie, Junjie Chen, Heming Cui:
Neuron Sensitivity-Guided Test Case Selection. ACM Trans. Softw. Eng. Methodol. 33(7): 188:1-188:32 (2024)
2023
[j14]
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Weijing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Zan Wang:
Understanding and predicting incident mitigation time. Inf. Softw. Technol. 155: 107119 (2023)
[j13]
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Zeyan Li, Junjie Chen, Yihao Chen, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang, Dan Pei:
Generic and robust root cause localization for multi-dimensional data in online service systems. J. Syst. Softw. 203: 111748 (2023)
[j12]
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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): 72:1-72:32 (2023)
[j11]
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Junjie Chen, Yihua Liang, Qingchao Shen, Jiajun Jiang, Shuochuan Li:
Toward Understanding Deep Learning Framework Bugs. ACM Trans. Softw. Eng. Methodol. 32(6): 135:1-135:31 (2023)
[j10]
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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): 99-112 (2023)
[j9]
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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): 5046-5059 (2023)
2022
[j8]
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Yanzhou Mu, Zan Wang, Xiang Chen, Junjie Chen, Jingke Zhao, Jianmin Wang:
Deep Learning Test Optimization Method Using Multi-objective Optimization. Int. J. Softw. Informatics 12(4): 403-436 (2022)
[j7]
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Jianyi Zhou, Junjie Chen, Dan Hao:
Parallel Test Prioritization. ACM Trans. Softw. Eng. Methodol. 31(1): 8:1-8:50 (2022)
[j6]
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Junjie Chen, Chenyao Suo:
Boosting Compiler Testing via Compiler Optimization Exploration. ACM Trans. Softw. Eng. Methodol. 31(4): 72:1-72:33 (2022)
2021
[j5]
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Junjie Chen, Jibesh Patra, Michael Pradel, Yingfei Xiong, Hongyu Zhang, Dan Hao, Lu Zhang:
A Survey of Compiler Testing. ACM Comput. Surv. 53(1): 4:1-4:36 (2021)
[j4]
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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): 261-278 (2021)
[j3]
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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): 2348-2368 (2021)
2020
[j2]
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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): 30:1-30:35 (2020)
2019
[j1]
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Yiling Lou, Junjie Chen, Lingming Zhang, Dan Hao:
Chapter One - A Survey on Regression Test-Case Prioritization. Adv. Comput. 113: 1-46 (2019)

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2025
[c85]
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Zhao Tian, Junjie Chen, Xiangyu Zhang:
Fixing Large Language Models' Specification Misunderstanding for Better Code Generation. ICSE 2025: 1514-1526
[c84]
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Tianchang Gao, Junjie Chen, Dong Wang, Yile Guo, Yingquan Zhao, Zan Wang:
Selecting Initial Seeds for Better JVM Fuzzing. ICSE 2025: 2012-2023
[c83]
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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. ICSE 2025: 2201-2212
[c82]
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Hanmo You, Zan Wang, Bin Lin, Junjie Chen:
Navigating the Testing of Evolving Deep Learning Systems: An Exploratory Interview Study. ICSE 2025: 2726-2738
[c81]
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Junji Yu, Honglin Shu, Michael Fu, Dong Wang, Chakkrit Tantithamthavorn, Yasutaka Kamei, Junjie Chen:
A Preliminary Study of Large Language Models for Multilingual Vulnerability Detection. ISSTA Companion 2025: 161-168
2024
[c80]
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Yingquan Zhao, Zan Wang, Junjie Chen, Ruifeng Fu, Yanzhou Lu, Tianchang Gao, Haojie Ye:
Program Ingredients Abstraction and Instantiation for Synthesis-based JVM Testing. CCS 2024: 3943-3957
[c79]
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  - conf/financecom/LiuZ0C24
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Wulong Liu, Jiaxin Zheng, Junjie Chen, Weisi Chen:
Evaluating the Inclusion of Technical Indicators for Deep Learning-Empowered Stock Price Prediction in the Chinese Market. FinanceCom 2024: 3-17
[c78]
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Jiangshan Liu, Shuang Liu, Junjie Chen:
I3DE: An IDE for Inspecting Inconsistencies in PL/SQL Code. IDE@ICSE 2024: 74-75
[c77]
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Junjie Yang, Jiajun Jiang, Zeyu Sun, Junjie Chen:
A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models. ISSTA 2024: 210-222
[c76]
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Chenyao Suo, Junjie Chen, Shuang Liu, Jiajun Jiang, Yingquan Zhao, Jianrong Wang:
Fuzzing MLIR Compiler Infrastructure via Operation Dependency Analysis. ISSTA 2024: 1287-1299
[c75]
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Haoyang Ma, Wuqi Zhang, Qingchao Shen, Yongqiang Tian, Junjie Chen, Shing-Chi Cheung:
Towards Understanding the Bugs in Solidity Compiler. ISSTA 2024: 1312-1324
[c74]
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Zhao Tian, Honglin Shu, Dong Wang, Xuejie Cao, Yasutaka Kamei, Junjie Chen:
Large Language Models for Equivalent Mutant Detection: How Far Are We? ISSTA 2024: 1733-1745
[c73]
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  - conf/kbse/WangCZG0024
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Yangsen Wang, Yizhou Chen, Yifan Zhao, Zhihao Gong, Junjie Chen, Dan Hao:
Mutual Learning-Based Framework for Enhancing Robustness of Code Models via Adversarial Training. ASE 2024: 1484-1496
[c72]
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Lin Yang, Chen Yang, Shutao Gao, Weijing Wang, Bo Wang, Qihao Zhu, Xiao Chu, Jianyi Zhou, Guangtai Liang, Qianxiang Wang, Junjie Chen:
On the Evaluation of Large Language Models in Unit Test Generation. ASE 2024: 1607-1619
2023
[c71]
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Mingyuan Wu, Minghai Lu, Heming Cui, Junjie Chen, Yuqun Zhang, Lingming Zhang:
JITfuzz: Coverage-guided Fuzzing for JVM Just-in-Time Compilers. ICSE 2023: 56-68
[c70]
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Hanmo You, Zan Wang, Junjie Chen, Shuang Liu, Shuochuan Li:
Regression Fuzzing for Deep Learning Systems. ICSE 2023: 82-94
[c69]
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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: 343-354
[c68]
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Junjie Chen, Chenyao Suo, Jiajun Jiang, Peiqi Chen, Xingjian Li:
Compiler Test-Program Generation via Memoized Configuration Search. ICSE 2023: 2035-2047
[c67]
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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: 240-251
[c66]
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Haoyang Ma, Qingchao Shen, Yongqiang Tian, Junjie Chen, Shing-Chi Cheung:
Fuzzing Deep Learning Compilers with HirGen. ISSTA 2023: 248-260
[c65]
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Tianchang Gao, Junjie Chen, Yingquan Zhao, Yuqun Zhang, Lingming Zhang:
Vectorizing Program Ingredients for Better JVM Testing. ISSTA 2023: 526-537
[c64]
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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: 551-563
[c63]
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Chen Yang, Junjie Chen, Xingyu Fan, Jiajun Jiang, Jun Sun:
Silent Compiler Bug De-duplication via Three-Dimensional Analysis. ISSTA 2023: 677-689
[c62]
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Zhao Tian, Junjie Chen, Xiangyu Zhang:
On-the-fly Improving Performance of Deep Code Models via Input Denoising. ASE 2023: 560-572
[c61]
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Zhao Tian, Junjie Chen, Zhi Jin:
Code Difference Guided Adversarial Example Generation for Deep Code Models. ASE 2023: 850-862
[c60]
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Wenjie Zhang, Guancheng Wang, Junjie Chen, Yingfei Xiong, Yong Liu, Lu Zhang:
OrdinalFix: Fixing Compilation Errors via Shortest-Path CFL Reachability. ASE 2023: 1200-1211
[c59]
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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: 1555-1566
[c58]
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Huaien Zhang, Yu Pei, Junjie Chen, Shin Hwei Tan:
Statfier: Automated Testing of Static Analyzers via Semantic-Preserving Program Transformations. ESEC/SIGSOFT FSE 2023: 237-249
[c57]
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Mingyuan Wu, Kunqiu Chen, Qi Luo, Jiahong Xiang, Ji Qi, Junjie Chen, Heming Cui, Yuqun Zhang:
Enhancing Coverage-Guided Fuzzing via Phantom Program. ESEC/SIGSOFT FSE 2023: 1037-1049
[c56]
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Mingyuan Wu, Yicheng Ouyang, Minghai Lu, Junjie Chen, Yingquan Zhao, Heming Cui, Guowei Yang, Yuqun Zhang:
SJFuzz: Seed and Mutator Scheduling for JVM Fuzzing. ESEC/SIGSOFT FSE 2023: 1062-1074
[c55]
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Junjie Wang, Zhiyi Zhang, Shuang Liu, Xiaoning Du, Junjie Chen:
FuzzJIT: Oracle-Enhanced Fuzzing for JavaScript Engine JIT Compiler. USENIX Security Symposium 2023: 1865-1882
2022
[c54]
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Lin Shi, Fangwen Mu, Yumin Zhang, Ye Yang, Junjie Chen, Xiao Chen, Hanzhi Jiang, Ziyou Jiang, Qing Wang:
BugListener: Identifying and Synthesizing Bug Reports from Collaborative Live Chats. ICSE 2022: 299-311
[c53]
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Yingquan Zhao, Zan Wang, Junjie Chen, Mengdi Liu, Mingyuan Wu, Yuqun Zhang, Lingming Zhang:
History-Driven Test Program Synthesis for JVM Testing. ICSE 2022: 1133-1144
[c52]
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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: 1597-1608
[c51]
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An Ran Chen, Tse-Hsun (Peter) Chen, Junjie Chen:
How Useful is Code Change Information for Fault Localization in Continuous Integration? ASE 2022: 52:1-52:12
[c50]
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Zhao Tian, Junjie Chen, Qihao Zhu, Junjie Yang, Lingming Zhang:
Learning to Construct Better Mutation Faults. ASE 2022: 64:1-64:13
[c49]
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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: 71:1-71:12
[c48]
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Yingyi Zhang, Zan Wang, Jiajun Jiang, Hanmo You, Junjie Chen:
Toward Improving the Robustness of Deep Learning Models via Model Transformation. ASE 2022: 104:1-104:13
[c47]
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Gan Wang, Zan Wang, Junjie Chen, Xiang Chen, Ming Yan:
An Empirical Study on Numerical Bugs in Deep Learning Programs. ASE 2022: 173:1-173:5
2021
[c46]
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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: 513-518
[c45]
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Yuning Kang, Zan Wang, Hongyu Zhang, Junjie Chen, Hanmo You:
APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model. EMNLP (1) 2021: 3425-3436
[c44]
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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: 230-231
[c43]
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Zan Wang, Hanmo You, Junjie Chen, Yingyi Zhang, Xuyuan Dong, Wenbin Zhang:
Prioritizing Test Inputs for Deep Neural Networks via Mutation Analysis. ICSE 2021: 397-409
[c42]
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Junjie Chen, Ningxin Xu, Peiqi Chen, Hongyu Zhang:
Efficient Compiler Autotuning via Bayesian Optimization. ICSE 2021: 1198-1209
[c41]
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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: 1448-1460
[c40]
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Weijing Wang, Junjie Chen, Lin Yang, Hongyu Zhang, Pu Zhao, Bo Qiao, Yu Kang, Qingwei Lin, Saravanakumar Rajmohan, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang:
How Long Will it Take to Mitigate this Incident for Online Service Systems? ISSRE 2021: 36-46
[c39]
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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: 1-10
[c38]
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  - conf/qrs/MuWLSCC21
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Yanzhou Mu, Zan Wang, Shuang Liu, Jun Sun, Junjie Chen, Xiang Chen:
HARS: Heuristic-Enhanced Adaptive Randomized Scheduling for Concurrency Testing. QRS 2021: 219-230
[c37]
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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: 527-539
[c36]
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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: 627-638
[c35]
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Guancheng Wang, Ruobing Shen, Junjie Chen, Yingfei Xiong, Lu Zhang:
Probabilistic Delta debugging. ESEC/SIGSOFT FSE 2021: 881-892
[c34]
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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: 968-980
[c33]
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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: 1081-1092
[c32]
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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 ATC 2021: 413-426
2020
[c31]
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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: 1-9
[c30]
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Zan Wang, Haichi Wang, Shuang Liu, Jun Sun, Haoyu Wang, Junjie Chen:
IFIX: Fixing Concurrency Bugs While They Are Introduced. ICECCS 2020: 155-164
[c29]
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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: 162-171
[c28]
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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: 262-263
[c27]
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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: 142-150
[c26]
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  - conf/internetware/YangLGZ0020
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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: 126-135
[c25]
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Junjie Chen, Haoyang Ma, Lingming Zhang:
Enhanced Compiler Bug Isolation via Memoized Search. ASE 2020: 78-89
[c24]
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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: 373-384
[c23]
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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: 304-314
[c22]
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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: 315-326
[c21]
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Zan Wang, Ming Yan, Junjie Chen, Shuang Liu, Dongdi Zhang:
Deep learning library testing via effective model generation. ESEC/SIGSOFT FSE 2020: 788-799
[c20]
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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: 1410-1420
2019
[c19]
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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: 111-120
[c18]
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  - conf/icsm/Zhang00HM19
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Bo Zhang, Hongyu Zhang, Junjie Chen, Dan Hao, Pablo Moscato:
Automatic Discovery and Cleansing of Numerical Metamorphic Relations. ICSME 2019: 235-245
[c17]
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Bo Zhang, Hongyu Zhang, Junjie Chen, Dan Hao, Pablo Moscato:
AutoMR: Automatic Discovery and Cleansing of Numerical Metamorphic Relations. ICSME 2019: 246
[c16]
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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: 58-69
[c15]
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Yiling Lou, Junjie Chen, Lingming Zhang, Dan Hao, Lu Zhang:
History-driven build failure fixing: how far are we? ISSTA 2019: 43-54
[c14]
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Junjie Chen, Guancheng Wang, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang:
History-Guided Configuration Diversification for Compiler Test-Program Generation. ASE 2019: 305-316
[c13]
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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: 364-375
[c12]
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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: 223-234
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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: 807-817
2018
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Junjie Chen, Wenxiang Hu, Lingming Zhang, Dan Hao, Sarfraz Khurshid, Lu Zhang:
Learning to Accelerate Symbolic Execution via Code Transformation. ECOOP 2018: 6:1-6:27
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Ming Wen, Junjie Chen, Rongxin Wu, Dan Hao, Shing-Chi Cheung:
Context-aware patch generation for better automated program repair. ICSE 2018: 1-11
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Junjie Chen:
Learning to accelerate compiler testing. ICSE (Companion Volume) 2018: 472-475
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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: 656-667
2017
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Junjie Chen, Yanwei Bai, Dan Hao, Yingfei Xiong, Hongyu Zhang, Bing Xie:
Learning to prioritize test programs for compiler testing. ICSE 2017: 700-711
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Junjie Chen, Yanwei Bai, Dan Hao, Lingming Zhang, Lu Zhang, Bing Xie:
How Do Assertions Impact Coverage-Based Test-Suite Reduction? ICST 2017: 418-423
2016
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Junjie Chen, Wenxiang Hu, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie:
An empirical comparison of compiler testing techniques. ICSE 2016: 180-190
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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: 266-277
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Junjie Chen, Yanwei Bai, Dan Hao, Lingming Zhang, Lu Zhang, Bing Xie, Hong Mei:
Supporting oracle construction via static analysis. ASE 2016: 178-189
2014
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Jie Zhang, Junjie Chen, Dan Hao, Yingfei Xiong, Bing Xie, Lu Zhang, Hong Mei:
Search-based inference of polynomial metamorphic relations. ASE 2014: 701-712

Informal and Other Publications

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2025
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Haoyang Ma, Alastair F. Donaldson, Qingchao Shen, Yongqiang Tian, Junjie Chen, Shing-Chi Cheung:
Bounded Exhaustive Random Program Generation for Testing Solidity Compilers and Analyzers. CoRR abs/2503.20332 (2025)
[i33]
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  - journals/corr/abs-2504-01379
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Chenyao Suo, Jianrong Wang, Yongjia Wang, Jiajun Jiang, Qingchao Shen, Junjie Chen:
DESIL: Detecting Silent Bugs in MLIR Compiler Infrastructure. CoRR abs/2504.01379 (2025)
[i32]
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  - journals/corr/abs-2505-07376
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Junji Yu, Honglin Shu, Michael Fu, Dong Wang, Chakkrit Tantithamthavorn, Yasutaka Kamei, Junjie Chen:
A Preliminary Study of Large Language Models for Multilingual Vulnerability Detection. CoRR abs/2505.07376 (2025)
[i31]
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Honglin Shu, Michael Fu, Junji Yu, Dong Wang, Chakkrit Tantithamthavorn, Junjie Chen, Yasutaka Kamei:
Large Language Models for Multilingual Vulnerability Detection: How Far Are We? CoRR abs/2506.07503 (2025)
[i30]
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  - journals/corr/abs-2506-17647
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Yixian Qi, Jiajun Jiang, Fengjie Li, Bowen Chen, Hongyu Zhang, Junjie Chen:
Improving Compiler Bug Isolation by Leveraging Large Language Models. CoRR abs/2506.17647 (2025)
[i29]
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Dong Wang, Hanmo You, Lingwei Zhu, Kaiwei Lin, Zheng Chen, Chen Yang, Junji Yu, Zan Wang, Junjie Chen:
A Survey of Reinforcement Learning for Software Engineering. CoRR abs/2507.12483 (2025)
[i28]
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Dong Wang, Junji Yu, Honglin Shu, Michael Fu, Chakkrit Tantithamthavorn, Yasutaka Kamei, Junjie Chen:
On the Evaluation of Large Language Models in Multilingual Vulnerability Repair. CoRR abs/2508.03470 (2025)
[i27]
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  - journals/corr/abs-2510-01994
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Chen Yang, Lin Yang, Ziqi Wang, Dong Wang, Jianyi Zhou, Junjie Chen:
Clarifying Semantics of In-Context Examples for Unit Test Generation. CoRR abs/2510.01994 (2025)
[i26]
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Zeyu Sun, Jingjing Liang, Weiyi Wang, Chenyao Suo, Junjie Chen, Fanjiang Xu:
Interleaved Learning and Exploration: A Self-Adaptive Fuzz Testing Framework for MLIR. CoRR abs/2510.07815 (2025)
2024
[i25]
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  - journals/corr/abs-2401-03695
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Junjie Yang, Jiajun Jiang, Zeyu Sun, Junjie Chen:
A Large-scale Empirical Study on Improving the Fairness of Deep Learning Models. CoRR abs/2401.03695 (2024)
[i24]
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  - journals/corr/abs-2404-04966
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Chen Yang, Junjie Chen, Bin Lin, Jianyi Zhou, Ziqi Wang:
Enhancing LLM-based Test Generation for Hard-to-Cover Branches via Program Analysis. CoRR abs/2404.04966 (2024)
[i23]
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  - journals/corr/abs-2406-18181
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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 abs/2406.18181 (2024)
[i22]
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  - journals/corr/abs-2407-05981
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Haoyang Ma, Wuqi Zhang, Qingchao Shen, Yongqiang Tian, Junjie Chen, Shing-Chi Cheung:
Towards Understanding the Bugs in Solidity Compiler. CoRR abs/2407.05981 (2024)
[i21]
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  - journals/corr/abs-2407-16626
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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 abs/2407.16626 (2024)
[i20]
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Zhao Tian, Honglin Shu, Dong Wang, Xuejie Cao, Yasutaka Kamei, Junjie Chen:
Large Language Models for Equivalent Mutant Detection: How Far Are We? CoRR abs/2408.01760 (2024)
[i19]
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Tianchang Gao, Junjie Chen, Dong Wang, Yile Guo, Yingquan Zhao, Zan Wang:
Selecting Initial Seeds for Better JVM Fuzzing. CoRR abs/2408.08515 (2024)
[i18]
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Chen Yang, Junjie Chen, Jiajun Jiang, Yuliang Huang:
Dependency-Aware Code Naturalness. CoRR abs/2409.00747 (2024)
2023
[i17]
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Zhao Tian, Junjie Chen, Zhi Jin:
Adversarial Attacks on Neural Models of Code via Code Difference Reduction. CoRR abs/2301.02412 (2023)
[i16]
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  - journals/corr/abs-2304-14908
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Mingxuan Zhu, Dan Hao, Junjie Chen:
Compiler Auto-tuning through Multiple Phase Learning. CoRR abs/2304.14908 (2023)
[i15]
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Zeyan Li, Junjie Chen, Yihao Chen, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang, Dan Pei:
Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service Systems. CoRR abs/2305.03331 (2023)
[i14]
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  - journals/corr/abs-2308-09969
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Zhao Tian, Junjie Chen, Xiangyu Zhang:
On-the-fly Improving Performance of Deep Code Models via Input Denoising. CoRR abs/2308.09969 (2023)
[i13]
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Ming Yan, Junjie Chen, Jie M. Zhang, Xuejie Cao, Chen Yang, Mark Harman:
COCO: Testing Code Generation Systems via Concretized Instructions. CoRR abs/2308.13319 (2023)
[i12]
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Wenjie Zhang, Guancheng Wang, Junjie Chen, Yingfei Xiong, Yong Liu, Lu Zhang:
OrdinalFix: Fixing Compilation Errors via Shortest-Path CFL Reachability. CoRR abs/2309.06771 (2023)
[i11]
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Dong Huang, Qingwen Bu, Jie Zhang, Xiaofei Xie, Junjie Chen, Heming Cui:
Bias Assessment and Mitigation in LLM-based Code Generation. CoRR abs/2309.14345 (2023)
[i10]
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  - journals/corr/abs-2309-16120
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Zhao Tian, Junjie Chen:
Test-Case-Driven Programming Understanding in Large Language Models for Better Code Generation. CoRR abs/2309.16120 (2023)
[i9]
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  - journals/corr/abs-2312-15955
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Jiajun Jiang, Zijie Zhao, Zhirui Ye, Bo Wang, Hongyu Zhang, Junjie Chen:
Enhancing Redundancy-based Automated Program Repair by Fine-grained Pattern Mining. CoRR abs/2312.15955 (2023)
2022
[i8]
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Junjie Chen, Yihua Liang, Qingchao Shen, Jiajun Jiang:
Toward Understanding Deep Learning Framework Bugs. CoRR abs/2203.04026 (2022)
[i7]
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  - journals/corr/abs-2204-09368
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Lin Shi, Fangwen Mu, Yumin Zhang, Ye Yang, Junjie Chen, Xiao Chen, Hanzhi Jiang, Ziyou Jiang, Qing Wang:
BugListener: Identifying and Synthesizing Bug Reports from Collaborative Live Chats. CoRR abs/2204.09368 (2022)
[i6]
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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 abs/2208.02193 (2022)
[i5]
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  - journals/corr/abs-2211-11526
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Jiajun Jiang, Yumeng Wang, Junjie Chen, Delin Lv, Mengjiao Liu:
Variable-Based Fault Localization via Enhanced Decision Tree. CoRR abs/2211.11526 (2022)
2021
[i4]
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  - journals/corr/abs-2107-07112
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Ensheng Shi, Yanlin Wang, Lun Du, Junjie Chen, Shi Han, Hongyu Zhang, Dongmei Zhang, Hongbin Sun:
Neural Code Summarization: How Far Are We? CoRR abs/2107.07112 (2021)
2020
[i3]
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Junjie Chen, Ming Yan, Zan Wang, Yuning Kang, Zhuo Wu:
Deep Neural Network Test Coverage: How Far Are We? CoRR abs/2010.04946 (2020)
2017
[i2]
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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 abs/1707.05172 (2017)
[i1]
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  - journals/dagstuhl-reports/ChenDZZ17
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Junjie Chen, Alastair F. Donaldson, Andreas Zeller, Hongyu Zhang:
Testing and Verification of Compilers (Dagstuhl Seminar 17502). Dagstuhl Reports 7(12): 50-65 (2017)

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