Louis-Pascal A. C. Xhonneux

According to our database, Louis-Pascal A. C. Xhonneux authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs.

Zhaocheng Zhu, Xinyu Yuan, Michael Galkin, Louis-Pascal A. C. Xhonneux, Ming Zhang, Maxime Gazeau, Jian Tang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Learning to Efficiently Propagate for Reasoning on Knowledge Graphs.

Zhaocheng Zhu, Xinyu Yuan, Louis-Pascal A. C. Xhonneux, Ming Zhang, Maxime Gazeau, Jian Tang

CoRR, 2022

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

Zhaocheng Zhu, Chence Shi, Zuobai Zhang, Shengchao Liu, Minghao Xu, Xinyu Yuan, Yangtian Zhang, Junkun Chen, Huiyu Cai, Jiarui Lu, Chang Ma, Runcheng Liu, Louis-Pascal A. C. Xhonneux, Meng Qu, Jian Tang

CoRR, 2022

2021

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

Zhaocheng Zhu, Zuobai Zhang, Louis-Pascal A. C. Xhonneux, Jian Tang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

How to transfer algorithmic reasoning knowledge to learn new algorithms?

Louis-Pascal A. C. Xhonneux, Andreea Deac, Petar Velickovic, Jian Tang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs.

Meng Qu, Junkun Chen, Louis-Pascal A. C. Xhonneux, Yoshua Bengio, Jian Tang

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Continuous Graph Neural Networks.

Louis-Pascal A. C. Xhonneux, Meng Qu, Jian Tang

Proceedings of the 37th International Conference on Machine Learning, 2020

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

Meng Qu, Tianyu Gao, Louis-Pascal A. C. Xhonneux, Jian Tang

Proceedings of the 37th International Conference on Machine Learning, 2020