Keyulu Xu
Keyulu Xu
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
How Powerful are Graph Neural Networks?
K Xu, W Hu, J Leskovec, S Jegelka
International Conference on Learning Representations, 2019
13652019
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, 2018
4472018
What Can Neural Networks Reason About?
K Xu, J Li, M Zhang, SS Du, K Kawarabayashi, S Jegelka
International Conference on Learning Representations, 2020
662020
Graph neural tangent kernel: Fusing graph neural networks with graph kernels
SS Du, K Hou, B Póczos, R Salakhutdinov, R Wang, K Xu
Advances in Neural Information Processing Systems, 2019
612019
Distributional adversarial networks
C Li, D Alvarez-Melis, K Xu, S Jegelka, S Sra
International Conference on Learning Representations workshop track, 2018
26*2018
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, 2021
232021
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, 2019
192019
Generating random spanning trees via fast matrix multiplication
NJA Harvey, K Xu
LATIN 2016: Theoretical Informatics, 522-535, 2016
112016
Graphnorm: A principled approach to accelerating graph neural network training
T Cai, S Luo, K Xu, D He, T Liu, L Wang
International Conference on Machine Learning, 2021
92021
Graph Adversarial Networks: Protecting Information against Adversarial Attacks
P Liao, H Zhao, K Xu, T Jaakkola, G Gordon, S Jegelka, R Salakhutdinov
International Conference on Machine Learning, 2021
52021
Noisy Labels Can Induce Good Representations
J Li, M Zhang, K Xu, JP Dickerson, J Ba
arXiv preprint arXiv:2012.12896, 2020
22020
Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth
K Xu, M Zhang, S Jegelka, K Kawaguchi
International Conference on Machine Learning, 2021
12021
The system can't perform the operation now. Try again later.
Articles 1–12