Bolin Shen

AGDN not only solves the Traveling Salesman Problem more effectively but also maintains optimal connectivity in solutions that traditional methods often overlook.

Stop model extraction attacks on your GNNs without sacrificing accuracy: CITED uses a novel decision boundary signature to prove ownership at both the embedding and label levels.

Finally, a defense against model extraction comes with rigorous theoretical guarantees, using mutual information to certify DNN ownership.