Trading off Quality for Efficiency of Community Detection: An Inductive Method across Graphs

no code implementations • 29 Sep 2022 • Meng Qin, Chaorui Zhang, Bo Bai, Gong Zhang, Dit-yan Yeung

The trained model is then directly generalized to new unseen graphs for online CD without additional optimization, where a better trade-off between quality and efficiency can be achieved.

Combinatorial Optimization Community Detection

Trading Quality for Efficiency of Graph Partitioning: An Inductive Method across Graphs

no code implementations • 29 Sep 2021 • Meng Qin, Chaorui Zhang, Bo Bai, Gong Zhang, Dit-yan Yeung

IGP is also a generic framework that can capture the permutation invariant partitioning ground-truth of historical snapshots in the offline training and tackle the online GP on graphs with non-fixed number of nodes and clusters.

Combinatorial Optimization graph partitioning

Enhanced high dynamic range 3D shape measurement based on generalized phase-shifting algorithm

no code implementations • 7 Jun 2016 • Minmin Wang, Guangliang Du, Canlin Zhou, Chaorui Zhang, Shuchun Si, Hui Li, Zhenkun Lei, YanJie Li

We proposed a method for enhanced high dynamic range 3D shape measurement based on generalized phase-shifting algorithm, which combines the complementary technique of inverted and regular fringe patterns with generalized phase-shifting algorithm.

Retrieval