2 papers
cs.CR2026
From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents
Yiqi Wang, Jiaqi Zhang, Taotao Cai +8
Large language model (LLM)-based agents are evolving from passive text generators into autonomous systems capable of planning, tool use, retrieval, memory access, environmental int…
cs.LG2024
Can LLMs Serve As Time Series Anomaly Detectors?
Manqing Dong, Hao Huang, Longbing Cao
An emerging topic in large language models (LLMs) is their application to time series forecasting, characterizing mainstream and patternable characteristics of time series. A relev…