📰 ACM Transactions on Software Engineering and Methodology 2024 — papers

The works of ACM Transactions on Software Engineering and Methodology published in 2024 that our library holds (publisher: Association for Computing Machinery): 1 work, 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. Large Language Models for Software Engineering: A Systematic Literature Review ↗Xinyi Hou, Yanjie Zhao, Yue Liu et al.981 citations
2. Self-Collaboration Code Generation via ChatGPTYihong Dong, Xue Jiang, Zhi Gang Jin et al.250 citations · our summary
3. An Empirical Study of the Non-Determinism of ChatGPT in Code Generation ↗Shuyin Ouyang, Jie M. Zhang, Mark Harman et al.247 citations
4. Navigating the Complexity of Generative AI Adoption in Software Engineering ↗Daniel Russo215 citations
5. Self-Planning Code Generation with Large Language ModelsXue Jiang, Yihong Dong, L. F. Wang et al.153 citations · our summary
6. Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues ↗Yue Liu, Thanh Le-Cong, Ratnadira Widyasari et al.146 citations
7. Structured Chain-of-Thought Prompting for Code Generation ↗Jia Li, Ge Li, Yongmin Li et al.141 citations
8. Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead ↗Xin Zhou, Sicong Cao, Xiaobing Sun et al.132 citations
9. Fairness Testing: A Comprehensive Survey and Analysis of Trends ↗Zhenpeng Chen, Jie M. Zhang, Max Hort et al.98 citations
10. Toward Enhancing Privacy Preservation of a Federated Learning CNN Intrusion Detection System in IoT: Method and Empirical Study ↗Damiano Torre, Anitha Chennamaneni, JaeYun Jo et al.96 citations

All works of the year (269)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Large Language Models for Software Engineering: A Systematic Literature Review ↗Xinyi Hou, Yanjie Zhao, Yue Liu et al.981 citations
2. Self-Collaboration Code Generation via ChatGPTYihong Dong, Xue Jiang, Zhi Gang Jin et al.250 citations · our summary
3. An Empirical Study of the Non-Determinism of ChatGPT in Code Generation ↗Shuyin Ouyang, Jie M. Zhang, Mark Harman et al.247 citations
4. Navigating the Complexity of Generative AI Adoption in Software Engineering ↗Daniel Russo215 citations
5. Self-Planning Code Generation with Large Language ModelsXue Jiang, Yihong Dong, L. F. Wang et al.153 citations · our summary
6. Refining ChatGPT-Generated Code: Characterizing and Mitigating Code Quality Issues ↗Yue Liu, Thanh Le-Cong, Ratnadira Widyasari et al.146 citations
7. Structured Chain-of-Thought Prompting for Code Generation ↗Jia Li, Ge Li, Yongmin Li et al.141 citations
8. Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead ↗Xin Zhou, Sicong Cao, Xiaobing Sun et al.132 citations
9. Fairness Testing: A Comprehensive Survey and Analysis of Trends ↗Zhenpeng Chen, Jie M. Zhang, Max Hort et al.98 citations
10. Toward Enhancing Privacy Preservation of a Federated Learning CNN Intrusion Detection System in IoT: Method and Empirical Study ↗Damiano Torre, Anitha Chennamaneni, JaeYun Jo et al.96 citations
11. When ChatGPT Meets Smart Contract Vulnerability Detection: How Far Are We? ↗Chong Chen, Jianzhong Su, Jiachi Chen et al.85 citations
12. CodeScore: Evaluating Code Generation by Learning Code Execution ↗Yihong Dong, Jiazheng Ding, Xue Jiang et al.64 citations
13. On the Effectiveness of Large Language Models in Domain-Specific Code Generation ↗Xiaodong Gu, Meng Chen, Yalan Lin et al.56 citations
14. Automatic Programming: Large Language Models and Beyond ↗Michael Rung-Tsong Lyu, Baishakhi Ray, Abhik Roychoudhury et al.49 citations
15. Efficient and Green Large Language Models for Software Engineering: Literature Review, Vision, and the Road Ahead ↗Jieke Shi, Zhou Yang, David Lo42 citations
16. Exploring the Capabilities of LLMs for Code-Change-Related Tasks ↗Lishui Fan, Jiakun Liu, Zhongxin Liu et al.40 citations
17. Revisiting Sentiment Analysis for Software Engineering in the Era of Large Language Models ↗Ting Zhang, Ivana Clairine Irsan, Ferdian Thung et al.40 citations
18. DeepGD: A Multi-Objective Black-Box Test Selection Approach for Deep Neural Networks ↗Zohreh Aghababaeyan, Manel Abdellatif, Mahboubeh Dadkhah et al.37 citations
19. Unveiling Code Pre-Trained Models: Investigating Syntax and Semantics Capacities ↗Wei Ma, Shangqing Liu, Mengjie Zhao et al.36 citations
20. Towards Effective Detection of Ponzi Schemes on Ethereum with Contract Runtime Behavior Graph ↗Ruichao Liang, Jing Chen, Cong Wu et al.35 citations
21. sGuard+: Machine Learning Guided Rule-Based Automated Vulnerability Repair on Smart Contracts ↗Cuifeng Gao, Wenzhang Yang, Jiaming Ye et al.34 citations
22. A Novel Refactoring and Semantic Aware Abstract Syntax Tree Differencing Tool and a Benchmark for Evaluating the Accuracy of Diff Tools ↗Pouria Alikhanifard, Nikolaos Tsantalis33 citations
23. Interpretable Failure Localization for Microservice Systems Based on Graph Autoencoder ↗Yongqian Sun, Zihan Lin, Binpeng Shi et al.33 citations
24. Large Language Model Supply Chain: A Research Agenda ↗Shenao Wang, Yanjie Zhao, Xinyi Hou et al.33 citations
25. Test Optimization in DNN Testing: A Survey ↗Qiang Hu, Yuejun Guo, Xiaofei Xie et al.33 citations

See all 269 papers in ACM Transactions on Software Engineering and Methodology 2024 — papers →

📄 Works with our summary in our library (1)

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

1. A Survey on Large Language Models for Code GenerationACM Transactions on Software Engineering and MethodologyJuyong Jiang, Fan Wang, Jiasi Shen, et al.2024 · 367 citations

🧭 Top topics

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

🧠Language models & pretraining (1)💻Code & programming languages (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 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.

🎓Hong Kong University of Science and TechnologyHong Kong · China1 work here🏢NAVER CloudSeongnam-si · South Korea1 work here🎓The Hong Kong University of Science and Technology (Guangzhou)Guangzhou · China1 work here

works and citations from OpenAlex and our library.

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