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Meng-Yao Du

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#artificial intelligence Review Sep 2026

Safety in Self-Evolving Agents: A Survey

Large language models (LLMs) exhibit strong general capabilities, yet their parameters typically remain fixed after deployment, limiting learning from new interactions. In open-ended environments, this motivates self-evolving agents that continually update reusable state-including model parameters, memories, tool defin...

Jia-Hao Chen, Zhou Feng, Ou-Bo Ma et al. · 0 citations
Conference Aug 2026

Conditional Multimodal Fusion for Time-Series Anomaly Detection

Multivariate time-series anomaly detection is central to modern cyber-physical and cloud monitoring systems. While most detectors rely solely on sensor or telemetry streams, operational anomalies are often accompanied by textual evidence such as logs. This paper presents a conditional multimodal framework for time-seri...

Bo-Xuan Wang, Meng-Yao Du, Miao Zhang et al. · 0 citations

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