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, Jun-Kun 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, Jun-Kun 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