2 papers
cs.AI2026
Topological Coherence for Self-evolving Multi-agent Systems
Sen Zhao, Ruiqi Kong, Zuyu Zhang +4
Complex tasks inherently couple workflow structure, agent responsibility, collaboration, and memory access: task regions delimit responsibility and tool scope, cross-region depende…
cs.AI2026
CoMemBench: Benchmarking Collaborative Memory Boundaries across Multi-Agent Workflow Topologies
Sen Zhao, Ruiqi Kong, Zuyu Zhang +5
Multi-agent workflows require task-relevant information to be shared across agents, while irrelevant, stale, unverified, or incompatible information must remain isolated. We call t…