high-dimensional limit 1random geometric graphs 1semicircle law 1sparse regime 1spectral distribution 1
From the 1 of 2 linked papers with an AI index.
2 papers
math.PR2026
Spectra of high-dimensional sparse random geometric graphs
Yifan Cao, Yizhe Zhu
The paper determines the limiting empirical spectral distribution of sparse high‑dimensional random geometric graphs, showing that in two sparse regimes the global spectrum matches…
cs.AI2025
CodeAgents: A Token-Efficient Framework for Codified Multi-Agent Reasoning in LLMs
Bruce Yang, Xinfeng He, Huan Gao +3
Effective prompt design is essential for improving the planning capabilities of large language model (LLM)-driven agents. However, existing structured prompting strategies are typi…