SPIN: Structural LLM Planning via Iterative Navigation for Industrial Tasks Paper • 2605.14051 • Published 4 days ago • 1
Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge Paper • 2605.08518 • Published 9 days ago • 7
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments Paper • 2605.09131 • Published 8 days ago • 38
IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance Paper • 2604.23446 • Published 22 days ago • 4
From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents Paper • 2603.22386 • Published Mar 23 • 57
A Transformer-based Framework for Multivariate Time Series Representation Learning Paper • 2010.02803 • Published Oct 6, 2020
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance Paper • 2506.03828 • Published Jun 4, 2025 • 20
FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes Paper • 2506.03278 • Published Jun 3, 2025 • 7