Xuan Tan

Beyond Node-Centric Modeling: Sketching Signed Networks with Simplicial Complexes

Signed networks can reflect more complex connections through positive and negative edges, and cost-effective signed network sketching can significantly benefit an important link sign prediction task in the era of big data. Existing signed network embedding algorithms mainly learn node representation…