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cs.NI2026
NetConfArena: An Executable Benchmark for LLM Agents in Closed-Loop Network Configuration
Chang Liu, Xiaohui Xie, Xinyi Chen +1
Large language model (LLM) agents are increasingly attractive for automating network configuration, yet their reliability and failure patterns are poorly understood. An essential p…
cs.NI2025
INTA: Intent-Based Translation for Network Configuration with LLM Agents
Yunze Wei, Xiaohui Xie, Tianshuo Hu +4
Translating configurations between different network devices is a common yet challenging task in modern network operations. This challenge arises in typical scenarios such as repla…