Dowker-complex persistence images

TopoSIGN framework advances signed graph pre-training and prompt learning

Researchers have introduced TopoSIGN, a novel framework for pre-training and prompt learning on signed graphs. This approach combines a structural encoder utilizing the magnetic signed Laplacian with a persistent-homolo…