Research

On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

Trend · papers per month

count % of corpus

1 result for “CoreRank”

Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRankcs.LG

CorePPR combines PageRank and CoreRank for scalable GNNs.

problem Expensive message passing in GNNs for large graphs.

method Learnable convex combination of approximate PPR and CoreRank, dynamic node selection.

result CorePPR outperforms PPRGo on large graphs.

Graph Neural Networks Personalized PageRank CoreRank Scalability Dynamic Node Selection

2022-11-08abs ↗pdf ↗