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ACM Transactions on Software Engineering and Methodology 2023: all accepted papers

159 papers · page 1 of 2 · the most cited first · ← ACM Transactions on Software Engineering and Methodology 2023

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  1. A Survey on Automated Driving System Testing: Landscapes and Trends ↗Shuncheng Tang, Zhenya Zhang, Yi Zhang et al.157 citations
  2. Rise of the Planet of Serverless Computing: A Systematic Review ↗Jinfeng Wen, Zhenpeng Chen, Xin Jin et al.140 citations
  3. A Survey of Learning-based Automated Program Repair ↗Quanjun Zhang, Chunrong Fang, Yuxiang Ma et al.132 citations
  4. Testing RESTful APIs: A Survey ↗Amid Golmohammadi, Man Zhang, Andrea Arcuri109 citations
  5. A Comprehensive Empirical Study of Bias Mitigation Methods for Machine Learning Classifiers ↗Zhenpeng Chen, Jie M. Zhang, Federica Sarro et al.104 citations
  6. Security Misconfigurations in Open Source Kubernetes Manifests: An Empirical Study ↗Akond Rahman, Shazibul Islam Shamim, Dibyendu Brinto Bose et al.103 citations
  7. Toward Understanding Deep Learning Framework Bugs ↗Junjie Chen, Yihua Liang, Qingchao Shen et al.89 citations
  8. Ethics in the Age of AI: An Analysis of AI Practitioners’ Awareness and Challenges ↗Aastha Pant, Rashina Hoda, Simone V. Spiegler et al.80 citations
  9. FaaSLight : General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing ↗Xuanzhe Liu, Jinfeng Wen, Zhenpeng Chen et al.79 citations
  10. Early Validation and Verification of System Behaviour in Model-based Systems Engineering: A Systematic Literature Review ↗Johan Cederbladh, Antonio Cicchetti, Jagadish Suryadevara64 citations
  11. Asteria-Pro: Enhancing Deep Learning-based Binary Code Similarity Detection by Incorporating Domain Knowledge ↗Shouguo Yang, Chaopeng Dong, Yang Xiao et al.58 citations
  12. NSFuzz: Towards Efficient and State-Aware Network Service Fuzzing ↗Shisong Qin, Fan Hu, Zheyu Ma et al.52 citations
  13. Digital Twin-based Anomaly Detection with Curriculum Learning in Cyber-physical Systems ↗Qinghua Xu, Shaukat Ali, Tao Yue48 citations
  14. Finding Near-optimal Configurations in Colossal Spaces with Statistical Guarantees ↗Jeho Oh, Don S. Batory, Rubén Heradio48 citations
  15. Open Problems in Fuzzing RESTful APIs: A Comparison of Tools ↗Man Zhang, Andrea Arcuri48 citations
  16. Dissecting American Fuzzy Lop: A FuzzBench Evaluation ↗Andrea Fioraldi, Alessandro Mantovani, Dominik Maier et al.47 citations
  17. An Extractive-and-Abstractive Framework for Source Code Summarization ↗Weisong Sun, Chunrong Fang, Yuchen Chen et al.43 citations
  18. Automated Identification of Toxic Code Reviews Using ToxiCR ↗Jaydeb Sarker, Asif Kamal Turzo, Ming Dong et al.43 citations
  19. Vision Transformer Inspired Automated Vulnerability Repair ↗Michael C. Fu, Van Nguyen, Chakkrit Kla Tantithamthavorn et al.41 citations
  20. White-Box Fuzzing RPC-Based APIs with EvoMaster: An Industrial Case Study ↗Man Zhang, Andrea Arcuri, Yonggang Li et al.40 citations
  21. CodeEditor : Learning to Edit Source Code with Pre-trained Models ↗Jia Li, Ge Li, Zhuo Li et al.38 citations
  22. Testing of Deep Reinforcement Learning Agents with Surrogate Models ↗Matteo Biagiola, Paolo Tonella38 citations
  23. Modern Code Reviews—Survey of Literature and Practice ↗Deepika Badampudi, Michael Unterkalmsteiner, Ricardo Britto37 citations
  24. Towards Practical Binary Code Similarity Detection: Vulnerability Verification via Patch Semantic Analysis ↗Shouguo Yang, Zhengzi Xu, Yang Xiao et al.36 citations
  25. Fair Enough: Searching for Sufficient Measures of Fairness ↗Suvodeep Majumder, Joymallya Chakraborty, Gina R. Bai et al.34 citations
  26. Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains ↗Yu Cheng, Jieshan Chen, Qing Yun Huang et al.33 citations
  27. COMET: Coverage-guided Model Generation For Deep Learning Library Testing ↗Meiziniu Li, Jialun Cao, Yongqiang Tian et al.32 citations
  28. LibAM: An Area Matching Framework for Detecting Third-Party Libraries in Binaries ↗Siyuan Li, Yongpan Wang, Chaopeng Dong et al.32 citations
  29. Learning to Detect Memory-related Vulnerabilities ↗Sicong Cao, Xiaobing Sun, Lili Bo et al.28 citations
  30. Representation Learning for Stack Overflow Posts: How Far Are We? ↗Junda He, Xin Zhou, Bowen Xu et al.28 citations
  31. Poison Attack and Poison Detection on Deep Source Code Processing Models ↗Jia Li, Zhuo Li, Huangzhao Zhang et al.27 citations
  32. Actor-Driven Decomposition of Microservices through Multi-level Scalability Assessment ↗Matteo Camilli, Carmine Colarusso, Barbara Russo et al.26 citations
  33. NSFuzz: Towards Efficient and State-Aware Network Service Fuzzing - RCR Report ↗Fan Hu, Shisong Qin, Zheyu Ma et al.26 citations
  34. Acrobats and Safety Nets: Problematizing Large-Scale Agile Software Development ↗Knut H. Rolland, Brian F. Fitzgerald, Torgeir Dingsøyr et al.25 citations
  35. Generation-based Differential Fuzzing for Deep Learning Libraries ↗Jiawei Liu, Yuheng Huang, Zhijie Wang et al.25 citations
  36. GraphPrior: Mutation-based Test Input Prioritization for Graph Neural Networks ↗Xueqi Dang, Yinghua Li, Mike Papadakis et al.25 citations
  37. How Important Are Good Method Names in Neural Code Generation? A Model Robustness Perspective ↗Guang Yang, Yu Zhou, Wenhua Yang et al.25 citations
  38. A Comparative Study on Method Comment and Inline Comment ↗Yuan Huang, Hanyang Guo, Xi Ding et al.24 citations
  39. An Accurate Identifier Renaming Prediction and Suggestion Approach ↗Jingxuan Zhang, Junpeng Luo, Jiahui Liang et al.24 citations
  40. Attack as Detection: Using Adversarial Attack Methods to Detect Abnormal Examples ↗Zhe Zhao, Guangke Chen, Tong Liu et al.24 citations
  41. Causality-driven Testing of Autonomous Driving Systems ↗Luca Giamattei, Antonio Guerriero, Roberto Pietrantuono et al.24 citations
  42. Katana : Dual Slicing Based Context for Learning Bug Fixes ↗Mifta Sintaha, Noor Nashid, Ali Mesbah24 citations
  43. Search-Based Software Testing Driven by Automatically Generated and Manually Defined Fitness Functions ↗Federico Formica, Tony Fan, Claudio Menghi23 citations
  44. Survey of Code Search Based on Deep Learning ↗Yutao Xie, Jiayi Lin, Hande Dong et al.23 citations
  45. A Closer Look at the Security Risks in the Rust Ecosystem ↗Xiaoye Zheng, Zhiyuan Wan, Yun Zhang et al.22 citations
  46. Fuzzing Configurations of Program Options ↗Zenong Zhang, George Klees, Eric Wang et al.22 citations
  47. Safety of Perception Systems for Automated Driving: A Case Study on Apollo ↗Sangeeth Kochanthara, Tajinder Singh, Alexandru Forrai et al.22 citations
  48. The Human Side of Fuzzing: Challenges Faced by Developers during Fuzzing Activities ↗Olivier Nourry, Yutaro Kashiwa, Bin Lin et al.22 citations
  49. Automatic Core-Developer Identification on GitHub: A Validation Study ↗Thomas Bock, Nils Alznauer, Mitchell Joblin et al.20 citations
  50. I Depended on You and You Broke Me: An Empirical Study of Manifesting Breaking Changes in Client Packages ↗Daniel Venturini, Filipe R. Cogo, Ivanilton Polato et al.20 citations
  51. Revisiting the Identification of the Co-evolution of Production and Test Code ↗Weifeng Sun, Meng Ling Yan, Zhongxin Liu et al.20 citations
  52. What’s (Not) Working in Programmer User Studies? ↗Matthew C. Davis, Emad Aghayi, Thomas D. LaToza et al.20 citations
  53. Challenges of Working from Home in Software Development During Covid-19 Lockdowns ↗Katharina Müller, Christian Koch, Dirk Riehle et al.19 citations
  54. Characterizing and Detecting WebAssembly Runtime Bugs ↗Yixuan Zhang, Shangtong Cao, Haoyu Wang et al.19 citations
  55. Estimating Software Functional Size via Machine Learning ↗Luigi Lavazza, Angela Locoro, Geng Liu et al.19 citations
  56. Smart Contract Code Repair Recommendation based on Reinforcement Learning and Multi-metric Optimization ↗Hanyang Guo, Yingye Chen, Xiangping Chen et al.19 citations
  57. Snippet Comment Generation Based on Code Context Expansion ↗Hanyang Guo, Xiangping Chen, Yuan Huang et al.19 citations
  58. Aspect-level Information Discrepancies across Heterogeneous Vulnerability Reports: Severity, Types and Detection Methods ↗Jiamou Sun, Zhenchang Xing, Xin Xia et al.18 citations
  59. LoGenText-Plus : Improving Neural Machine Translation Based Logging Texts Generation with Syntactic Templates ↗Zishuo Ding, Yiming Tang, Xiaoyu Cheng et al.18 citations
  60. Measuring and Clustering Heterogeneous Chatbot Designs ↗Pablo C. Cañizares, Jose María López-Morales, Sara Pérez-Soler et al.18 citations
  61. Seed Selection for Testing Deep Neural Networks ↗Yuhan Zhi, Xiaofei Xie, Chao Qun Shen et al.18 citations
  62. Improving Automated Program Repair with Domain Adaptation ↗Armin Zirak, Hadi Hemmati17 citations
  63. PTM-APIRec: Leveraging Pre-trained Models of Source Code in API Recommendation ↗Zhihao Li, Chuanyi Li, Ze Jun Tang et al.17 citations
  64. PatchCensor: Patch Robustness Certification for Transformers via Exhaustive Testing ↗Yuheng Huang, Lei Ma, Yuanchun Li17 citations
  65. QuoTe : Quality-oriented Testing for Deep Learning Systems ↗Jialuo Chen, Jingyi Wang, Xingjun Ma et al.17 citations
  66. Automated Test Suite Generation for Software Product Lines Based on Quality-Diversity Optimization ↗Yi Xiang, Han Pang Huang, Sizhe Li et al.16 citations
  67. Code-line-level Bugginess Identification: How Far have We Come, and How Far have We Yet to Go? ↗Zhaoqiang Guo, Shiran Liu, Xutong Liu et al.16 citations
  68. Deep Is Better? An Empirical Comparison of Information Retrieval and Deep Learning Approaches to Code Summarization ↗Tingwei Zhu, Zhong Li, Minxue Pan et al.16 citations
  69. Faire: Repairing Fairness of Neural Networks via Neuron Condition Synthesis ↗Tianlin Li, Xiaofei Xie, Jian Wang et al.16 citations
  70. StubCoder : Automated Generation and Repair of Stub Code for Mock Objects ↗Hengcheng Zhu, Lili Wei, Valerio Terragni et al.16 citations
  71. Testing Causality in Scientific Modelling Software ↗Andrew G. Clark, Michael S. Foster, Benedikt Prifling et al.16 citations
  72. The Lost World: Characterizing and Detecting Undiscovered Test Smells ↗Yanming Yang, Xing Hu, Xin Xia et al.16 citations
  73. Client-Specific Upgrade Compatibility Checking via Knowledge-Guided Discovery ↗Chenguang Zhu, Mengshi Zhang, Xiuheng Wu et al.15 citations
  74. Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows ↗Wiebke Toussaint Hutiri, Aaron Yi Ding, Fahim Kawsar et al.15 citations
  75. Variable-based Fault Localization via Enhanced Decision Tree ↗Jiajun Jiang, Yumeng Wang, Junjie Chen et al.15 citations
  76. ArchRepair : Block-Level Architecture-Oriented Repairing for Deep Neural Networks ↗Hua Qi, Zhijie Wang, Qing Guo et al.14 citations
  77. DatAFLow : Toward a Data-Flow-Guided Fuzzer ↗Adrian Herrera, Mathias Payer, Antony L. Hosking14 citations
  78. Dependency Update Strategies and Package Characteristics ↗Abbas Javan Jafari, Diego Elias Costa, Emad Shihab et al.14 citations
  79. How Are Multilingual Systems Constructed: Characterizing Language Use and Selection in Open-Source Multilingual Software ↗Wen Li, Austin Marino, Haoran Yang et al.14 citations
  80. On the Caching Schemes to Speed Up Program Reduction ↗Yongqiang Tian, Xueyan Zhang, Yiwen Dong et al.14 citations
  81. Semantic-Enriched Code Knowledge Graph to Reveal Unknowns in Smart Contract Code Reuse ↗Qing Yun Huang, Dianshu Liao, Zhenchang Xing et al.14 citations
  82. Towards Causal Analysis of Empirical Software Engineering Data: The Impact of Programming Languages on Coding Competitions ↗Carlo A. Furia, Richard Torkar, ROBERT H. FELDT14 citations
  83. XCoS: Explainable Code Search Based on Query Scoping and Knowledge Graph ↗Chong Wang, Xin Peng, Zhenchang Xing et al.14 citations
  84. API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language Model ↗Qing Yun Huang, Yanbang Sun, Zhenchang Xing et al.13 citations
  85. An Empirical Study on GitHub Pull Requests’ Reactions ↗Mohamed Amine Batoun, Ka Lai Yung, Yuan Tian et al.13 citations
  86. Automatically Detecting Incompatible Android APIs ↗Pei Liu, Yanjie Zhao, Mattia Fazzini et al.13 citations
  87. CLFuzz: Vulnerability Detection of Cryptographic Algorithm Implementation via Semantic-aware Fuzzing ↗Yuanhang Zhou, Fuchen Ma, Yuanliang Chen et al.13 citations
  88. DRIVE: Dockerfile Rule Mining and Violation Detection ↗Yu Zhou, Weilin Zhan, Zi Li et al.13 citations
  89. Extraction of Phrase-based Concepts in Vulnerability Descriptions through Unsupervised Labeling ↗Sofonias Yitagesu, Zhenchang Xing, Xiaowang Zhang et al.13 citations
  90. A First Look at Dark Mode in Real-world Android Apps ↗Suyu Ma, Chunyang Chen, Hourieh Khalajzadeh et al.12 citations
  91. A Systematic Review of Automated Query Reformulations in Source Code Search ↗Mohammad Masudur Rahman, Chanchal Kumar Roy12 citations
  92. ALL: Supporting Experiential Accessibility Education and Inclusive Software Development ↗Weishi Shi, Heather Moses, Qi Yu et al.12 citations
  93. FormatFuzzer : Effective Fuzzing of Binary File Formats ↗Rafael Dutra, Rahul Gopinath, Andreas Zeller12 citations
  94. Hierarchical Distribution-aware Testing of Deep Learning ↗Wei Huang, Xingyu Zhao, Alec Banks et al.12 citations
  95. Fine-grained Coverage-based Fuzzing ↗Wei‐Cheng Wu, Bernard Nongpoh, Marwan Nour et al.11 citations
  96. Framework for SQL Error Message Design: A Data-Driven Approach ↗Toni Taipalus, Hilkka Grahn11 citations
  97. Reliable Fix Patterns Inferred from Static Checkers for Automated Program Repair ↗Kui Liu, Jingtang Zhang, Li Li et al.11 citations
  98. TestSGD : Interpretable Testing of Neural Networks against Subtle Group Discrimination ↗Mengdi Zhang, Jun Sun, Jingyi Wang et al.11 citations
  99. Understanding Developers Well-Being and Productivity: A 2-year Longitudinal Analysis during the COVID-19 Pandemic ↗Daniel Russo, Paul H. P. Hanel, Niels van Berkel11 citations
  100. Building Domain-Specific Machine Learning Workflows: A Conceptual Framework for the State of the Practice ↗Bentley Oakes, Michalis Famelis, Houari A. Sahraoui10 citations

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