StateGuard: Analytical-State Management with Validity-Aware Intervention for Long-Horizon Data Agents
cs.AI
Submitted: 2026-09-28
Updated: 2026-09-28
Terminology
Sources
- Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents
- DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence
- Speculative Rollback Correction for Quality-Diverse Web Agent Imitation
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- DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle
- LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis
- A-MEM: Agentic Memory for LLM Agents
- Qwen3 Technical Report
- DAPO: An Open-Source LLM Reinforcement Learning System at Scale
- AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
- Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
- DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
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