FSE 2025
Mon 23 - Fri 27 June 2025 Trondheim, Norway
co-located with ISSTA 2025
Mon 23 Jun 2025 11:50 - 12:10 at Aurora A - Clones Chair(s): Julia Lawall

Deep learning (DL) has revolutionized various software engineering tasks, including code generation and program repair. The emergence of AI code generators has pushed the boundaries of automatic programming to synthesize entire programs based on user-defined specifications in natural language. However, it remains a mystery if these AI code generators rely on copy-and-paste programming practices, with possible implications for copyright infringement and code cloning. In this work, we conduct an empirical study on three state-of-the-art commercial AI code generators to investigate the existence of code clone issues. Our experimental results show that the total Type-1 and Type-2 clone rates of the state-of-the-art commercial AI code generators can reach up to 7.50%, indicating marked code clone issues. Furthermore, it is observed that AI code generators risk infringing copyrights and propagating vulnerable code resulting from cloning code and show a certain degree of stability in generating code clones.

Mon 23 Jun

Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

10:30 - 12:30
10:30
20m
Talk
An empirical study of business process models and model clones on GitHub
Journal First
Mahdi Saeedi Nikoo Eindhoven University of Technology, Sangeeth Kochanthara Netherlands' Space Obervatory - ASTRON, Önder Babur Eindhoven University of Technology, Mark van den Brand Eindhoven University of Technology
10:50
20m
Talk
The Struggles of LLMs in Cross-lingual Code Clone Detection
Research Papers
Micheline Bénédicte MOUMOULA University of Luxembourg, Abdoul Kader Kaboré University of Luxembourg, Jacques Klein University of Luxembourg, Tegawendé F. Bissyandé University of Luxembourg
DOI
11:10
20m
Talk
Clone Detection for Smart Contracts: How Far Are We?
Research Papers
Zuobin Wang Zhejiang University, Zhiyuan Wan Zhejiang University, Yujing Chen Zhejiang University, Yun Zhang Hangzhou City University, David Lo Singapore Management University, Difan Xie Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security, Xiaohu Yang Zhejiang University
DOI
11:30
20m
Talk
Measuring Model Alignment for Code Clone Detection Using Causal Interpretation
Journal First
Shamsa Abid National University of Computer and Emerging Sciences, Xuemeng Cai Singapore Management University, Lingxiao Jiang Singapore Management University
11:50
20m
Talk
An Empirical Study of Code Clones from Commercial AI Code Generators
Research Papers
Weibin Wu Sun Yat-sen University, Haoxuan Hu Sun Yat-sen University, China, Zhaoji Fan Sun Yat-sen University, Yitong Qiao Sun Yat-sen University, China, Yizhan Huang The Chinese University of Hong Kong, Yichen LI The Chinese University of Hong Kong, Zibin Zheng Sun Yat-sen University, Michael Lyu Chinese University of Hong Kong
DOI
12:10
20m
Talk
VexIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity
Journal First
S. VenkataKeerthy IIT Hyderabad, Soumya Banerjee IIT Hyderabad, Sayan Dey IIT Hyderabad, Yashas Andaluri IIT Hyderabad, Raghul PS IIT Hyderabad, Subrahmanyam Kalyanasundaram IIT Hyderabad, Fernando Magno Quintão Pereira Federal University of Minas Gerais, Ramakrishna Upadrasta IIT Hyderabad

Information for Participants
Mon 23 Jun 2025 10:30 - 12:30 at Aurora A - Clones Chair(s): Julia Lawall
Info for room Aurora A:

Aurora A is the first room in the Aurora wing.

When facing the main Cosmos Hall, access to the Aurora wing is on the right, close to the side entrance of the hotel.

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