📰 ACM Transactions on Software Engineering and Methodology 2023 — papers

The works of ACM Transactions on Software Engineering and Methodology published in 2023 that our library holds (publisher: Association for Computing Machinery): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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

All works of the year (159)

The most cited first; 2 with our summary link to their page here, the others to the original.

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

See all 159 papers in ACM Transactions on Software Engineering and Methodology 2023 — papers →

📄 Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Self-collaboration Code Generation via ChatGPTACM Transactions on Software Engineering and MethodologyYihong Dong; Xue Jiang; Zhi Jin;, Ge Li2023 · 319 citations
2. Self-planning Code Generation with Large Language ModelsACM Transactions on Software Engineering and MethodologyXue Jiang, Yihong Dong, Lecheng Wang, et al.2023 · 223 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

💻Code & programming languages (2)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Peking UniversityBeijing · China2 works here

works and citations from OpenAlex and our library.

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