Ning Xi
2 indexed papers
Recent (6 mo)
2With code
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226
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Crypto×1ML×1AI×1
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2026
SIRIUS-SQL: Anchoring Multi-Candidate Text-to-SQL in Execution Feedback
SIRIUS-SQL introduces a robust multi-candidate text-to-SQL system that addresses weaknesses in candidate generation, error handling, and selection, achieving state-of-the-art performance on complex benchmarks.
IstGPT: LLM-based Anomaly Detection for Spatial-Temporal Graph in Industrial Systems
IstGPT introduces a novel LLM-based framework for real-time, fine-grained anomaly detection in complex industrial cyber-physical systems, achieving state-of-the-art performance across multiple benchmarks.
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Papers
cs.CRcs.LGRecentJun 1, 2026
IstGPT: LLM-based Anomaly Detection for Spatial-Temporal Graph in Industrial Systems
Yuchen Zhang, Ning Xi, Pengbin Feng, Shigang Liu +4 more
IstGPT introduces a novel LLM-based framework for real-time, fine-grained anomaly detection in complex industrial cyber-physical systems, achieving state-of-the-art performance across multiple benchma…
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cs.AIRecentMay 31, 2026