How Powerful are Graph Neural Networks? K Xu, W Hu, J Leskovec, S Jegelka International Conference on Learning Representations (ICLR), 2019 | 996 | 2019 |
Representation learning on graphs with jumping knowledge networks K Xu, C Li, Y Tian, T Sonobe, K Kawarabayashi, S Jegelka International Conference on Machine Learning (ICML), 2018 | 332 | 2018 |
What Can Neural Networks Reason About? K Xu, J Li, M Zhang, SS Du, K Kawarabayashi, S Jegelka International Conference on Learning Representations (ICLR), 2020 | 50 | 2020 |
Graph neural tangent kernel: Fusing graph neural networks with graph kernels SS Du, K Hou, B Póczos, R Salakhutdinov, R Wang, K Xu arXiv preprint arXiv:1905.13192, 2019 | 43 | 2019 |
Distributional adversarial networks C Li, D Alvarez-Melis, K Xu, S Jegelka, S Sra International Conference on Learning Representations workshop track, 2018 | 24* | 2018 |
Are Girls Neko or Sh\= ojo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization M Zhang, K Xu, K Kawarabayashi, S Jegelka, J Boyd-Graber Association for Computational Linguistics (ACL), 2019 | 17 | 2019 |
Generating random spanning trees via fast matrix multiplication NJA Harvey, K Xu LATIN 2016: Theoretical Informatics, 522-535, 2016 | 11 | 2016 |
How neural networks extrapolate: From feedforward to graph neural networks K Xu, M Zhang, J Li, SS Du, K Kawarabayashi, S Jegelka International Conference on Learning Representations (ICLR), 2021 | 5 | 2021 |
Graphnorm: A principled approach to accelerating graph neural network training T Cai, S Luo, K Xu, D He, T Liu, L Wang arXiv preprint arXiv:2009.03294, 2020 | 3 | 2020 |
Graph Adversarial Networks: Protecting Information against Adversarial Attacks P Liao, H Zhao, K Xu, T Jaakkola, G Gordon, S Jegelka, R Salakhutdinov arXiv preprint arXiv:2009.13504, 2020 | 2 | 2020 |
Noisy Labels Can Induce Good Representations J Li, M Zhang, K Xu, JP Dickerson, J Ba arXiv preprint arXiv:2012.12896, 2020 | | 2020 |
Simon S. Du SS Du, Y Luo, R Wang, H Zhang, C Oracle, K Hou, B Póczos, ... University of California, Berkeley 2015, 2011 | | 2011 |