Louis-Pascal A. C. Xhonneux

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Acquire Knowledge

Relation Extraction

Top Venues

Publications

Zhaocheng Zhu, Xinyu Yuan, Michael Galkin, Louis-Pascal A. C. Xhonneux, Ming Zhang, Maxime Gazeau, Jian Tang
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs. NeurIPS (2023)
Zhaocheng Zhu, Xinyu Yuan, Louis-Pascal A. C. Xhonneux, Ming Zhang, Maxime Gazeau, Jian Tang
Learning to Efficiently Propagate for Reasoning on Knowledge Graphs. CoRR (2022)
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
TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery. CoRR (2022)
Zhaocheng Zhu, Zuobai Zhang, Louis-Pascal A. C. Xhonneux, Jian Tang
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction. CoRR (2021)
Louis-Pascal A. C. Xhonneux, Andreea Deac, Petar Velickovic, Jian Tang
How to transfer algorithmic reasoning knowledge to learn new algorithms? NeurIPS (2021)
Zhaocheng Zhu, Zuobai Zhang, Louis-Pascal A. C. Xhonneux, Jian Tang
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction. NeurIPS (2021)
Louis-Pascal A. C. Xhonneux, Andreea Deac, Petar Velickovic, Jian Tang
How to transfer algorithmic reasoning knowledge to learn new algorithms? CoRR (2021)
Meng Qu, Junkun Chen, Louis-Pascal A. C. Xhonneux, Yoshua Bengio, Jian Tang
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs. ICLR (2021)
Meng Qu, Tianyu Gao, Louis-Pascal A. C. Xhonneux, Jian Tang
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs. ICML (2020)
Meng Qu, Tianyu Gao, Louis-Pascal A. C. Xhonneux, Jian Tang
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs. CoRR (2020)
Louis-Pascal A. C. Xhonneux, Meng Qu, Jian Tang
Continuous Graph Neural Networks. ICML (2020)
Meng Qu, Junkun Chen, Louis-Pascal A. C. Xhonneux, Yoshua Bengio, Jian Tang
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs. CoRR (2020)
Louis-Pascal A. C. Xhonneux, Meng Qu, Jian Tang
Continuous Graph Neural Networks. CoRR (2019)