Shubham Kunwar Tiwary

When Does Sub-Graph Paging Help? An Empirical Comparison of Full-Context, Top-K, Personalized PageRank, and Summary-Indexed Graph Memory for Multi-Agent Systems

I present an empirical study and reproducible in-process benchmark suite evaluating four competing retrieval paradigms for multi-agent software engineering memory under identical compact tuple serialization (25 tokens/node) across five scale tiers (20 to 800 nodes, 300 multi-hop...