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TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis
Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning
TemporalBench: A Benchmark for Evaluating LLM-Based Agents on Contextual and Event-Informed Time Series Tasks
"Someone Hid It!": Query-Agnostic Black-Box Attacks on LLM-Based Retrieval
Conversational Time Series Foundation Models: Towards Explainable and Effective Forecasting
Toward Evolutionary Intelligence: LLM-based Agentic Systems with Multi-Agent Reinforcement Learning
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models
When LLM Meets Time Series: Can LLMs Perform Multi-Step Time Series Reasoning and Inference
Foundation Models for Demand Forecasting via Dual-Strategy Ensembling
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