Keyulu Xu

1. How Powerful are Graph Neural Networks?
   2018/10/01 by Keyulu Xu, Xu, Keyulu, Weihua Hu +5 · 365 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Representation Learning on Graphs with Jumping Knowledge Networks
   2018/06/09 by Keyulu Xu, Chengtao Li, Xu, Keyulu +9 · 76 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques
3. How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks
   2020/09/24 by Keyulu Xu, Xu, Keyulu, Mozhi Zhang +9 · 18 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques #Machine Learning and ELM
4. GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training
   2020/09/07 by Tianle Cai, Cai, Tianle, Shengjie Luo +9 · 13 citations
   Computer Science · Engineering · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Mathematics #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Optimization and Control (math.OC)
5. Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels
   2019/05/30 by Simon S. Du, Kangcheng Hou, Du, Simon S. +9 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
6. Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization
   2019/06/04 by Mozhi Zhang, Zhang, Mozhi, Keyulu Xu +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling