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ACM Transactions on Software Engineering and Methodology 2024: all accepted papers

269 papers · page 2 of 3 · the most cited first · ← ACM Transactions on Software Engineering and Methodology 2024

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  1. Detecting Refactoring Commits in Machine Learning Python Projects: A Machine Learning-Based Approach ↗Shayan Noei, Heng Li, Ying Zou11 citations
  2. From Triumph to Uncertainty: The Journey of Software Engineering in the AI Era ↗Antonio Mastropaolo, Camilo Escobar‐Velásquez, Mario Linares‐Vásquez11 citations
  3. Less Is More: Unlocking Semi-Supervised Deep Learning for Vulnerability Detection ↗Xiao Yu, Guancheng Lin, Xing Hu et al.11 citations
  4. On Process Discovery Experimentation: Addressing the Need for Research Methodology in Process Discovery ↗Jana-Rebecca Rehse, Sander J. J. Leemans, Peter Fettke et al.11 citations
  5. On the Model Update Strategies for Supervised Learning in AIOps Solutions ↗Yingzhe Lyu, Heng Li, Zhen Ming Jiang et al.11 citations
  6. Patch Correctness Assessment: A Survey ↗Zhiwei Fei, Jidong Ge, Chuanyi Li et al.11 citations
  7. Software Security Analysis in 2030 and Beyond: A Research Roadmap ↗Marcel Böhme, Eric Bodden, Tevfik Bultan et al.11 citations
  8. Solving the t -Wise Coverage Maximum Problem via Effective and Efficient Local Search-Based Sampling ↗Chuan Wen Luo, Jianping Song, Qiyuan Zhao et al.11 citations
  9. Test Case Minimization with Quantum Annealers ↗Xinyi Wang, Asmar Muqeet, Tao Yue et al.11 citations
  10. Understanding the OSS Communities of Deep Learning Frameworks: A Comparative Case Study of P y T orch and T ensor F low ↗Ye Chen, Zhiyuan Wan, Yifei Zhuang et al.11 citations
  11. ZigZagFuzz: Interleaved Fuzzing of Program Options and Files ↗Ahcheong Lee, Youngseok Choi, Shin Hong et al.11 citations
  12. llasm: Naming Functions in Binaries by Fusing Encoder-only and Decoder-only LLMs ↗Zihan Sha, Hao Wang, Zeyu Gao et al.11 citations
  13. A Large-Scale Study of IoT Security Weaknesses and Vulnerabilities in the Wild ↗Madhu Selvaraj, Gias Uddin10 citations
  14. An Empirical Analysis of Issue Templates Usage in Large-Scale Projects on GitHub ↗Emre Sülün, Metehan Saçakçı, Eray Tüzün10 citations
  15. Can GitHub Issues Help in App Review Classifications? ↗Yasaman Abedini, Abbas Heydarnoori10 citations
  16. Cleaning Up Confounding: Accounting for Endogeneity Using Instrumental Variables and Two-Stage Models ↗Lorenz Graf‐Vlachy, Stefan Wagner10 citations
  17. Context-based Transfer Learning for Structuring Fault Localization and Program Repair Automation ↗Lehuan Zhang, Shikai Guo, Yi Guo et al.10 citations
  18. Generating Python Type Annotations from Type Inference: How Far Are We? ↗Yimeng Guo, Zhifei Chen, Lin Chen et al.10 citations
  19. A Roadmap for Software Testing in Open-Collaborative and AI-Powered Era ↗Qing Wang, Junjie Wang, Mingyang Li et al.9 citations
  20. ARCTURUS : Full Coverage Binary Similarity Analysis with Reachability-guided Emulation ↗Anshunkang Zhou, Yikun Hu, Xiangzhe Xu et al.9 citations
  21. Automated Commit Intelligence by Pre-training ↗Shangqing Liu, Yanzhou Li, Xiaofei Xie et al.9 citations
  22. Automated Mapping of Vulnerability Advisories onto their Fix Commits in Open Source Repositories ↗Daan Hommersom, Antonino Sabetta, Bonaventura Coppola et al.9 citations
  23. Efficient Management of Containers for Software Defined Vehicles ↗Anwar Ghammam, Rania Khalsi, Marouane Kessentini et al.9 citations
  24. Fairness Concerns in App Reviews: A Study on AI-Based Mobile Apps ↗Ali Rezaei Nasab, Maedeh Dashti, Mojtaba Shahin et al.9 citations
  25. Harmonising Contributions: Exploring Diversity in Software Engineering through CQA Mining on Stack Overflow ↗Elijah Zolduoarrati, Sherlock A. Licorish, Nigel Stanger9 citations
  26. History-Driven Fuzzing for Deep Learning Libraries ↗Nima Shiri Harzevili, Mohammad Mahdi Mohajer, Moshi Wei et al.9 citations
  27. Let’s Discover More API Relations: A Large Language Model-Based AI Chain for Unsupervised API Relation Inference ↗Qing Yun Huang, Yanbang Sun, Zhenchang Xing et al.9 citations
  28. Mapping APIs in Dynamic-typed Programs by Leveraging Transfer Learning ↗Zhenfei Huang, Junjie Chen, Jiajun Jiang et al.9 citations
  29. Octopus : Scaling Value-Flow Analysis via Parallel Collection of Realizable Path Conditions ↗Wensheng Tang, Dejun Dong, Shijie Li et al.9 citations
  30. Prioritizing Speech Test Cases ↗Zhou Yang, Jieke Shi, Muhammad Hilmi Asyrofi et al.9 citations
  31. T-Rec: Fine-Grained Language-Agnostic Program Reduction Guided by Lexical Syntax ↗Zhenyang Xu, Yongqiang Tian, Mengxiao Zhang et al.9 citations
  32. Test Input Prioritization for 3D Point Clouds ↗Yinghua Li, Xueqi Dang, Lei Ma et al.9 citations
  33. A Formal Explainer for Just-In-Time Defect Predictions ↗Jinqiang Yu, Michael C. Fu, Alexey Ignatiev et al.8 citations
  34. DSHGT : Dual-Supervisors Heterogeneous Graph Transformer—A Pioneer Study of Using Heterogeneous Graph Learning for Detecting Software Vulnerabilities ↗Tiehua Zhang, Rui Xu, Jianping Zhang et al.8 citations
  35. Don’t Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems ↗Zhensu Sun, Xiaoning Du, Fu Song et al.8 citations
  36. Fairness Testing of Machine Translation Systems ↗Zeyu Sun, Zhenpeng Chen, Jie M. Zhang et al.8 citations
  37. Machine Translation Testing via Syntactic Tree Pruning ↗Quanjun Zhang, Juan Zhai, Chunrong Fang et al.8 citations
  38. My Fuzzers Won’t Build: An Empirical Study of Fuzzing Build Failures ↗Olivier Nourry, Yutaro Kashiwa, Weiyi Shang et al.8 citations
  39. Neuron Semantic-Guided Test Generation for Deep Neural Networks Fuzzing ↗Li Huang, Weifeng Sun, Meng Ling Yan et al.8 citations
  40. On the Understandability of Design-Level Security Practices in Infrastructure-as-Code Scripts and Deployment Architectures ↗Evangelos Ntentos, Nicole Elisabeth Lueger, Georg Simhandl et al.8 citations
  41. QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems ↗Jinjing Shi, Zimeng Xiao, Heyuan Shi et al.8 citations
  42. RE Methods for Virtual Reality Software Product Development: A Mapping Study ↗Sai Anirudh Karre, Y. Raghu Reddy, Raghav Mittal8 citations
  43. Reusing d-DNNFs for Efficient Feature-Model Counting ↗Chico Sundermann, Heiko Raab, Tobias Heß et al.8 citations
  44. Systematic Literature Review of Commercial Participation in Open Source Software ↗Xuetao Li, Yuxia Zhang, Cailean Osborne et al.8 citations
  45. The IDEA of Us: An Identity-Aware Architecture for Autonomous Systems ↗Carlos Gavidia-Calderon, Anastasia Kordoni, Amel Bennaceur et al.8 citations
  46. Toward Better Comprehension of Breaking Changes in the NPM Ecosystem ↗Dezhen Kong, Jiakun Liu, Lingfeng Bao et al.8 citations
  47. Trained without My Consent: Detecting Code Inclusion in Language Models Trained on Code ↗Vahid Majdinasab, Amin Nikanjam, Foutse Khomh8 citations
  48. Understanding Vulnerability Inducing Commits of the Linux Kernel ↗Muhui Jiang, Jinan Jiang, Tao Wu et al.8 citations
  49. A Catalog of Data Smells for Coding Tasks ↗Antonio Vitale, Rocco Oliveto, Simone Scalabrino7 citations
  50. Analyzing and Detecting Information Types of Developer Live Chat Threads ↗Xiuwei Shang, Shuai Zhang, Yitong Zhang et al.7 citations
  51. Data Complexity: A New Perspective for Analyzing the Difficulty of Defect Prediction Tasks ↗Xiaohui Wan, Zheng Zheng, Fangyun Qin et al.7 citations
  52. Grammar Mutation for Testing Input Parsers ↗Bachir Bendrissou, Cristian Cadar, Alastair F. Donaldson7 citations
  53. Help Them Understand: Testing and Improving Voice User Interfaces ↗Emanuela Guglielmi, Giovanni Rosa, Simone Scalabrino et al.7 citations
  54. MeDeT: Medical Device Digital Twins Creation with Few-shot Meta-learning ↗Hassan Sartaj, Shaukat Ali, Julie Marie Gjøby7 citations
  55. RuMono: Fuzz Driver Synthesis for Rust Generic APIs ↗Yehong Zhang, Jun Hui Wu, Hui Xu7 citations
  56. Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches ↗Mohammed Oualid Attaoui, Hazem M. Fahmy, Fabrizio Pastore et al.7 citations
  57. Vulnerability Repair via Concolic Execution and Code Mutations ↗Ridwan Shariffdeen, Christopher S. Timperley, Yannic Noller et al.7 citations
  58. ZS4C: Zero-Shot Synthesis of Compilable Code for Incomplete Code Snippets Using LLMs ↗Azmain Kabir, Shaowei Wang, Yuan Tian et al.7 citations
  59. CARL: Unsupervised Code-Based Adversarial Attacks for Programming Language Models via Reinforcement Learning ↗Kaichun Yao, Hao Wang, Chuan Qin et al.6 citations
  60. DiPri : Distance-Based Seed Prioritization for Greybox Fuzzing ↗Ruixiang Qian, Quanjun Zhang, Chunrong Fang et al.6 citations
  61. Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal Features ↗Wenwei Gu, Jinyang Liu, Zhuangbin Chen et al.6 citations
  62. Mobile Application Online Cross-Project Just-in-Time Software Defect Prediction Framework ↗Siyu Jiang, Zhenhang He, Yuwen Chen et al.6 citations
  63. Precisely Extracting Complex Variable Values from Android Apps ↗Marc Miltenberger, Steven Arzt6 citations
  64. Reinforcement Learning Informed Evolutionary Search for Autonomous Systems Testing ↗Dmytro Viktorovych Humeniuk, Foutse Khomh, Giuliano Antoniol6 citations
  65. Word Closure-Based Metamorphic Testing for Machine Translation ↗Xiaoyuan Xie, Shuo Jin, Songqiang Chen et al.6 citations
  66. A Systematic Literature Review of Multi-Label Learning in Software Engineering ↗Joonas Hämäläinen, Teerath Das, Tommi Mikkonen5 citations
  67. An Exploratory Study on Machine Learning Model Management ↗Jasmine Latendresse, Samuel Abedu, Ahmad Abdellatif et al.5 citations
  68. AutoRIC: Automated Neural Network Repairing Based on Constrained Optimization ↗Xinyu Sun, Wanwei Liu, Shangwen Wang et al.5 citations
  69. Automated Quantum Protocol Verification Based on Concurrent Dynamic Quantum Logic ↗Canh Minh Do, Tsubasa Takagi, Kazuhiro Ogata5 citations
  70. BatFix: Repairing language model-based transpilation ↗Daniel Ramos, Inês Lynce, Vasco M. Manquinho et al.5 citations
  71. Beyond Cohesion and Coupling: Integrating Control Flow in Software Modularization Process for Better Code Comprehensibility ↗Babak Pourasghar, Habib Izadkhah, Maryam Akhtari5 citations
  72. Demystifying React Native Android Apps for Static Analysis ↗Yonghui Liu, Xiao Chen, Pei Liu et al.5 citations
  73. Effective Hard Negative Mining for Contrastive Learning-Based Code Search ↗Fan Ye, Chuanyi Li, Jidong Ge et al.5 citations
  74. Efficient Multivariate Time Series Anomaly Detection through Transfer Learning for Large-Scale Software Systems ↗Yongqian Sun, Minghan Liang, Shenglin Zhang et al.5 citations
  75. Explaining Explanations: An Empirical Study of Explanations in Code Reviews ↗Ratnadira Widyasari, Ting Zhang, Abir Bouraffa et al.5 citations
  76. Graphuzz: Data-driven Seed Scheduling for Coverage-guided Greybox Fuzzing ↗Hang Xu, Liheng Chen, Shuitao Gan et al.5 citations
  77. Identifying the Failure-Revealing Test Cases in Metamorphic Testing: A Statistical Approach ↗Zheng Zheng, Daixu Ren, Huai Liu et al.5 citations
  78. Instance Space Analysis of Testing of Autonomous Vehicles in Critical Scenarios ↗Victor Crespo-Rodriguez, Neelofar Neelofar, Aldeida Aleti et al.5 citations
  79. Is It Hard to Generate Holistic Commit Message? ↗Guoqing Wang, Zeyu Sun, Jinhao Dong et al.5 citations
  80. MULTICR: Predicting Merged and Abandoned Code Changes in Modern Code Review Using Multi-Objective Search ↗Moataz Chouchen, Ali Ouni, Mohamed Wiem Mkaouer5 citations
  81. NLPLego: Assembling Test Generation for Natural Language Processing Applications ↗Pin Ji, Yang Feng, Ruohao Zhang et al.5 citations
  82. Neuron Sensitivity-Guided Test Case Selection ↗Dong Huang, Qingwen Bu, Yichao Fu et al.5 citations
  83. Non-Flaky and Nearly Optimal Time-Based Treatment of Asynchronous Wait Web Tests ↗Yu Pei, Jeongju Sohn, Sarra Habchi et al.5 citations
  84. On the Impact of Lower Recall and Precision in Defect Prediction for Guiding Search-based Software Testing ↗Anjana Perera, Burak Turhan, Aldeida Aleti et al.5 citations
  85. ROSE: An IDE-Based Interactive Repair Framework for Debugging ↗Steven P. Reiss, Xuan Wei, J P Yuan et al.5 citations
  86. A Comprehensive View on TD Prevention Practices and Reasons for Not Preventing It ↗Sávio Freire, Alexia Pacheco, Nicolli Rios et al.4 citations
  87. Evolution-Aware Constraint Derivation Approach for Software Remodularization ↗Fanyi Meng, Ying Wang, Chun Yong Chong et al.4 citations
  88. KBX: Verified Model Synchronization via Formal Bidirectional Transformation ↗Jianhong Zhao, Yongwang Zhao, Peisen Yao et al.4 citations
  89. Leveraging Data Characteristics for Bug Localization in Deep Learning Programs ↗Ruchira Manke, Mohammad Wardat, Foutse Khomh et al.4 citations
  90. MiniScope : Automated UI Exploration and Privacy Inconsistency Detection of MiniApps via Two-phase Iterative Hybrid Analysis ↗Shenao Wang, Yuekang Li, Kailong Wang et al.4 citations
  91. Real-time Rectifying Flight Control Misconfiguration Using Intelligent Agent ↗Ruidong Han, Shangzhi Xu, Juanru Li et al.4 citations
  92. Revealing the Unseen: AI Chain on LLMs for Predicting Implicit Dataflows to Generate Dataflow Graphs in Dynamically Typed Code ↗Qing Yun Huang, Zhiwen Luo, Zhenchang Xing et al.4 citations
  93. Risky Dynamic Typing-related Practices in Python: An Empirical Study ↗Zhifei Chen, Lin Chen, Yibiao Yang et al.4 citations
  94. SpectAcle : Fault Localisation of AI-Enabled CPS by Exploiting Sequences of DNN Controller Inferences ↗Deyun Lyu, Zhenya Zhang, Paolo Arcaini et al.4 citations
  95. Synthesis and Verification of Mission Plans for Multiple Autonomous Agents under Complex Road Conditions ↗Rong Gu, Eduard Baranov, Afshin Ameri et al.4 citations
  96. Timing Side-Channel Mitigation via Automated Program Repair ↗Haifeng Ruan, Yannic Noller, Saeid Tizpaz-Niari et al.4 citations
  97. Understanding Test Convention Consistency as a Dimension of Test Quality ↗Martin P. Robillard, Mathieu Nassif, Muhammad Sohail4 citations
  98. An Empirical Study on Governance in Bitcoin’s Consensus Evolution ↗Jakob Svennevik Notland, Mariusz Nowostawski, Jingyue Li3 citations
  99. Automated Testing Linguistic Capabilities of NLP Models ↗Jaeseong Lee, S. H. Chen, Austin Mordahl et al.3 citations
  100. Battling against Protocol Fuzzing: Protecting Networked Embedded Devices from Dynamic Fuzzers ↗Puzhuo Liu, Yaowen Zheng, C. P. Sun et al.3 citations

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