2 papers
cs.LG2026
Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks
Sunil Kumar Maurya, Xin Liu
With the rapidly improving reasoning abilities of Large Language Models (LLMs), there is also a rising demand to use them in a wide variety of domains. This brings about the need t…
cs.LG2026
Degree-Mass Message Passing for Betweenness Ranking in Directed and Undirected Networks
Justin Dachille, Aurora Rossi, Sunil Kumar Maurya +6
Computing the importance of nodes in networks is a long-standing fundamental problem that has driven extensive study of various centrality measures. A particularly well-known centr…