10 citations · 13 across the 3 of their papers we have counts for
3 papers
cs.DB2025
CRouting: Reducing Expensive Distance Calls in Graph-Based Approximate Nearest Neighbor Search
Zhenxin Li, Shuibing He, Jiahao Guo +3
Approximate nearest neighbor search (ANNS) is a crucial problem in information retrieval and AI applications. Recently, there has been a surge of interest in graph-based ANNS algor…
physics.soc-ph2020★ 3 cited
Resolution limit revisited: community detection using generalized modularity density
Jiahao Guo, Pramesh Singh, Kevin E. Bassler
Various attempts have been made in recent years to solve the Resolution Limit (RL) problem in community detection by considering variants of the modularity metric in the detection…
physics.soc-ph2019★ 10 cited
Reduced network extremal ensemble learning (RenEEL) scheme for community detection in complex networks
Jiahao Guo, Pramesh Singh, Kevin E. Bassler
We introduce an ensemble learning scheme for community detection in complex networks. The scheme uses a Machine Learning algorithmic paradigm we call Extremal Ensemble Learning. It…