STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern CloudsYinfang ChenJiaqi Panet al.2025NeurIPS 2025
Contextual Bandits for Large-Scale Structured Discrete Constrained Optimization ProblemsPavithra HarshaChitra Subramanianet al.2025NeurIPS 2025
Practical contextual bandits for large-scale structured discrete constrained optimization problemsPavithra HarshaChitra Subramanianet al.2025KDD 2025
A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes ManifestAntonino AngiLiubov Nedoshivinaet al.2025ACL 2025
Optimizing Telco Networks with Foundation Models: A Scalable Approach for Tabular DataFranck LeKeith Grueneberget al.2025ICDCS 2025
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation TasksSaurabh JhaRohan Aroraet al.2025ICML 2025
Correlating Multimodal Data Through Representations for Enhanced IT AutomationSeema NagarAtri Mandalet al.2025FSE 2025
Performance Optimizations for Scaling LLM based Log Analytics ToolHarshit KumarPranjal Guptaet al.2025ICPE 2025