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cs.SE2026
CodeTeam: An LLM-Powered Multi-Agent Framework for Repository-Level Code Generation
Yifei Wang, Ruiyin Li, Peng Liang +4
Natural language to repository generation (NL2Repo) requires a system to construct an entire software repository from a natural-language requirements document. Compared with functi…
cs.SE2026
Using LLMs in Software Design: An Empirical Study of GitHub and A Practitioner Survey
Yifei Wang, Ruiyin Li, Peng Liang +5
Recent advancements in Large Language Models (LLMs) have demonstrated significant potential across software engineering tasks, including software design, an area traditionally rega…
cs.AI2026
Hidden Reliability Risks in Large Language Models: Systematic Identification of Precision-Induced Output Disagreements
Yifei Wang, Tianlin Li, Xiaohan Zhang +4
Large language models (LLMs) are increasingly deployed under diverse numerical precision configurations, including standard floating-point formats (e.g., bfloat16 and float16) and…