Yang Guo

SoDRA: purifying social graphs with behavior verification for social recommendations

This work proposes SoDRA (Social Dynamic Refinement and Alignment), a framework that dynamically purifies social graphs via a closed-loop “guess → verify → update” mechanism, and employs multi-layer graph convolutional network propagation on both user-item and social graphs.