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Sophie Xhonneux
Sophie Xhonneux
Sonstige NamenLouis-Pascal A. C. Xhonneux
PhD Student at Mila & University of Montréal
Bestätigte E-Mail-Adresse bei mila.quebec
Titel
Zitiert von
Zitiert von
Jahr
Neural bellman-ford networks: A general graph neural network framework for link prediction
Z Zhu, Z Zhang, LP Xhonneux, J Tang
Advances in Neural Information Processing Systems 34, 29476-29490, 2021
2132021
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
M Qu, J Chen, LP Xhonneux, Y Bengio, J Tang
ICLR 2021, 2020
1532020
Continuous graph neural networks
LP Xhonneux, M Qu, J Tang
International Conference on Machine Learning, 10432-10441, 2020
1392020
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs
M Qu, T Gao, LP Xhonneux, J Tang
International Conference on Machine Learning, 7867-7876, 2020
1162020
TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery
Z Zhu, C Shi, Z Zhang, S Liu, M Xu, X Yuan, Y Zhang, J Chen, H Cai, J Lu, ...
arXiv preprint arXiv:2202.08320, 2022
582022
Transcriptional networks in at-risk individuals identify signatures of type 1 diabetes progression
LP Xhonneux, O Knight, Å Lernmark, E Bonifacio, WA Hagopian, ...
Science translational medicine 13 (587), eabd5666, 2021
312021
How to transfer algorithmic reasoning knowledge to learn new algorithms?
LPAC Xhonneux, A Deac, P Velickovic, J Tang
NeurIPS2021, 2021
252021
A* net: A scalable path-based reasoning approach for knowledge graphs
Z Zhu, X Yuan, M Galkin, S Xhonneux, M Zhang, M Gazeau, J Tang
Thirty-seventh Conference on Neural Information Processing Systems, 2023
62023
Learning to Efficiently Propagate for Reasoning on Knowledge Graphs
Z Zhu, X Yuan, LP Xhonneux, M Zhang, M Gazeau, J Tang
arXiv preprint arXiv:2206.04798, 2022
62022
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space
L Schwinn, D Dobre, S Xhonneux, G Gidel, S Gunnemann
arXiv preprint arXiv:2402.09063, 2024
22024
Deep Equilibrium Models For Algorithmic Reasoning
S Xhonneux, Y He, A Deac, J Tang, G Gidel
The Third Blogpost Track at ICLR 2024, 2024
2024
In-Context Learning Can Re-learn Forbidden Tasks
S Xhonneux, D Dobre, J Tang, G Gidel, D Sridhar
arXiv preprint arXiv:2402.05723, 2024
2024
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Download PDF
Z Zhu, Z Zhang, LPAC Xhonneux, J Tang
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