Robust Negative Sampling for Network Embedding. - Mohammadreza Armandpour; Patrick Ding; Jianhua Z. Huang; Xia Hu (AAAI, 2019)

DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs. - Ali Sadeghian; Mohammadreza Armandpour; Patrick Ding; Daisy Zhe Wang (NeurIPS, 2019)