Mathias Niepert

Learning Convolutional Neural Networks for Graphs

Mathias Niepert, Mohamed M. Ahmed, Konstantin Kutzkov · arXiv (Cornell University) · 2016 · 816 citations · Full text

Art Graph Kernels, Graph Representation Learning, Graph Theory +10

Learning Sequence Encoders for Temporal Knowledge Graph Completion

Alberto García-Durán, Sebastijan Dumančić, Mathias Niepert · 2018 · 492 citations · Full text

Learning Discrete Structures for Graph Neural Networks

Luca Franceschi, Mathias Niepert, Massimiliano Pontil et al. · arXiv (Cornell University) · 2019 · 146 citations · Full text

Geometric Learning, Graph Neural Networks, Graph Convolutional Networks +15

Fine-Grained Sentiment Analysis with Structural Features

Cäcilia Zirn, Mathias Niepert, Heiner Stuckenschmidt et al. · MADOC (University of Mannheim) · 2011 · 125 citations · Full text

RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems

Cheng Wang, Mathias Niepert, Hui Li · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 92 citations

Artificial Intelligence, Data Sparsity, Machine Learning +14