CloudWalk Technology and Chongqing University Team Jointly Develop Intelligent Programming Assistant CoSEFA, Accepted by Top International Conference FSE 2025
Recently, the programming AI agent jointly developed by CloudWalk Technology and the Big Data andSoftware College of Chongqing University——CoSEFA(Code SE(Code SEcurity and Fix Agent) has been officially accepted by the top software engineering conference ACM SIGSOFT International Conference on the Foundations of Software Engineering((FSE 2025).
This achievement marks a significant breakthrough for CloudWalk Technology in thefield of AI-empowered software engineering, providing an innovative benchmark for the safety and practicality of intelligent development tools..
Industry-Academia-Research Collaboration Overcoming Large Model Security Challenges
Traditional large model code generation tools rely on massive unverified data, making them prone to security vulnerabilities. CloudWalk Technology and the Chongqing University team took a different approach, proposing alightweight solution of "low-parameter fine-tuning + real-time collaboration," requiring only 0.11% of model parameters to be adjusted for security enhancement, significantly reducing computing costs.
Based on the CongRong multimodal large model andDeepSeek language large model capabilities, the team innovatively proposed "Supervised Co-Decoding" technology, achieving dual optimization of security and functionality during code generation. Through this unique algorithm architecture, CoSEFA enables real-time detection and dynamic correction of code risks. In tests, code security improved by 9.34% and functional correctness by 11.2%, providing reliable technical assurance for high-security scenarios such as finance and government affairs.
As an intelligent programming plugin integrated intoVisual Studio Code, CoSEFA supports full-process development tasks such as code generation, vulnerability repair, and test case generation, significantly improving development efficiency through natural interaction.
Through lightweight technology innovation,CoSEFA achieves security enhancement at extremely low computing costs, providing a scalable solution for the industry. Currently, the technology has been piloted in some fields, helping enterprises reduce costs and improve efficiency.
The head of CloudWalk Technology's Research Institutestated:"The development of CoSEFA is a model of deep industry-academia-research collaborationanda key output of the Chongqing major AI project'Key Technology Research and Application of Multimodal Generative Large Models.'Wealways aim to solve practical industry problems and promote the CongRong multimodal large model to empower more real business scenarios. This acceptance byFSE is not only an affirmation of our technological innovation but also inspires us to further apply the technology to more industries."
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