Louis-Pascal Xhonneux

Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction

Zhaocheng Zhu, Zuobai Zhang, Louis-Pascal Xhonneux et al. · arXiv (Cornell University) · 2021 · 112 citations · Full text

Graph Neural Network, Engineering, Machine Learning +15

Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs

Meng Qu, Tianyu Gao, Louis-Pascal Xhonneux et al. · arXiv (Cornell University) · 2020 · 64 citations · Full text

Natural Language Processing, Few-shot Learning, Structured Prediction +15

Continuous Graph Neural Networks

Louis-Pascal Xhonneux, Meng Qu, Jian Tang · arXiv (Cornell University) · 2019 · 41 citations · Full text

Dynamic Network, Graph Neural Networks, Network Science +15

TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery

Zhaocheng Zhu, Chence Shi, Zuobai Zhang et al. · arXiv (Cornell University) · 2022 · 30 citations · Full text

Geometric Learning, Drug Target, Engineering +18

RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs

Meng Qu, Junkun Chen, Louis-Pascal Xhonneux et al. · arXiv (Cornell University) · 2020 · 28 citations · Full text

Artificial Intelligence, Knowledge Representation, Symbolic Learning +14