{"total":26,"rows":[{"id":"2407.07791","title":"Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities","created":"2024-07-10","cited_by_count":86,"area":"agents"},{"id":"2509.18970","title":"LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions","created":"2025-09-23","cited_by_count":50,"area":"agents"},{"id":"2605.06527","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","created":"2026-05-07","cited_by_count":50,"area":"agents"},{"id":"2502.16069","title":"Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents","created":"2025-02-22","cited_by_count":33,"area":"agents"},{"id":"2502.01083","title":"Tool Unlearning for Tool-Augmented LLMs","created":"2025-02-03","cited_by_count":17,"area":"agents"},{"id":"2607.23929","title":"MemTX: Transactional Belief Commit for Stateful Agent Memory","created":"2026-07-27","cited_by_count":15,"area":"agents"},{"id":"2505.11368","title":"GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents","created":"2025-05-16","cited_by_count":14,"area":"agents"},{"id":"2504.03255","title":"Inherent and emergent liability issues in LLM-based agentic systems: a principal-agent perspective","created":"2025-04-04","cited_by_count":13,"area":"agents"},{"id":"2508.07935","title":"SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows","created":"2025-08-11","cited_by_count":13,"area":"agents"},{"id":"2508.02999","title":"AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots","created":"2025-08-05","cited_by_count":10,"area":"agents"},{"id":"2506.03332","title":"Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows","created":"2025-06-03","cited_by_count":7,"area":"agents"},{"id":"2601.09760","title":"Investigating Tool-Memory Conflicts in Tool-Augmented LLMs","created":"2026-01-14","cited_by_count":6,"area":"agents"},{"id":"2604.01350","title":"No Attacker Needed: Unintentional Cross-User Contamination in Shared-State LLM Agents","created":"2026-04-01","cited_by_count":6,"area":"agents"},{"id":"2607.20891","title":"Is Deep Research Reliable? Misleading Knowledge Induces False Conclusions","created":"2026-07-23","cited_by_count":4,"area":"agents"},{"id":"2601.04716","title":"Identifying and Mitigating Bottlenecks in Role-Playing Agents: A Systematic Study of Disentangling Character Profile Axes","created":"2026-01-08","cited_by_count":2,"area":"agents"},{"id":"2605.15343","title":"Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation","created":"2026-05-14","cited_by_count":2,"area":"agents"},{"id":"2607.17291","title":"DRNOISE: Benchmarking Deep Research Agents in Misleading Evidence Environments","created":"2026-07-19","cited_by_count":2,"area":"agents"},{"id":"2608.13921","title":"When Personal Memory Has No Single Answer: Evaluating LLM Agents under Irreducible Conflict","created":"2026-08-14","cited_by_count":1,"area":"agents"},{"id":"2609.03588","title":"KC-Bench: A Dynamic Interactive Benchmark for Evaluating Knowledge Conflicts in LLM Agents","created":"2026-09-03","cited_by_count":1,"area":"agents"},{"id":"2609.05587","title":"Agents Trust Tools Too Much: Measuring Reliance on Unreliable Tools","created":"2026-09-04","cited_by_count":1,"area":"agents"},{"id":"2605.29224","title":"Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents","created":"2026-05-28","cited_by_count":0,"area":"agents"},{"id":"2608.05095","title":"Hierarchical Graph Memory for LLM Agents with Path-level Localization and Rewrite","created":"2026-08-05","cited_by_count":0,"area":"agents"},{"id":"2608.08236","title":"LatticeMind: A Conflict-Aware Memory Primitive for Multi-Agent Systems","created":"2026-08-08","cited_by_count":0,"area":"agents"},{"id":"2608.28502","title":"Recognition Without Enforcement: Configuration-Dependent Failures in LLM Agent Instruction Arbitration and External Control","created":"2026-08-28","cited_by_count":0,"area":"agents"},{"id":"2609.22043","title":"An Interpretable Memory Decision Controller for LLM Agents Based on Three-Signal Complementarity: Decoupling Confidence and Consistency","created":"2026-09-18","cited_by_count":0,"area":"agents"},{"id":"2609.38866","title":"When Context Changes: Understanding Update Failures in LLMs","created":"2026-09-30","cited_by_count":0,"area":"agents"}],"next_cursor":null}