[2] Jilong Lie et al., Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering, AAAI 2026

[3] Zekun Wu et al., AgentGraph: Trace-to-Graph Platform for Interactive Analysis and Robustness Testing in Agentic AI Systems

[4] AgentSeer: Visualizing and Evaluating Temporal Actions in Agentic AI Systems

[5] Bharath Muppasani et al., OMEGA: An Ontology-Driven Tool for Explaining Multi-Agent Path Finding