2020

  1. PairNorm: Tackling Oversmoothing in GNNs Lingxiao Zhao, and Leman Akoglu ICLR 2020, Addis Ababa, Ethiopia 2020 [Abs] [PDF] [Slides] [Code] [Video]
  2. Connecting Graph Convolutional Network and Graph-Regularized PCA Lingxiao Zhao, and Leman Akoglu ICML 2020 GRLP Workshop 2020 [Abs] [PDF]
  3. Generalizing Graph Neural Networks Beyond Homophily Jiong Zhu, Yujun Yan, Lingxiao Zhao, Mark Heimann, Leman Akoglu, and Danai Koutra arXiv preprint arXiv:2006.11468 2020 [Abs] [PDF]
  4. Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising Siheng Chen, Yonina C Eldar, and Lingxiao Zhao arXiv preprint arXiv:2006.01301 2020 [Abs] [PDF]

2018

  1. A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification Xuan Wu*, Lingxiao Zhao*, and Leman Akoglu In Proceedings of the 27th ACM International Conference on Information and Knowledge Management 2018 [Abs] [PDF] [Slides] [Code]