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Sophie Xhonneux
PhD student, Montreal Institute for Learning Algorithms, University of Montreal, University of Montreal
Joined
October 2020
Names
Sophie Xhonneux
(Preferred)
,
Louis-Pascal A. C. Xhonneux
Emails
****@gmail.com
(Confirmed)
,
****@mila.quebec
(Confirmed)
,
****@umontreal.ca
(Confirmed)
Personal Links
DBLP
ORCID
Career & Education History
PhD student
Montreal Institute for Learning Algorithms, University of Montreal, University of Montreal
(mila.umontreal.ca)
2019
–
Present
Undergrad student
University of Cambridge
(cam.ac.uk)
2015
–
2019
Advisors, Relations & Conflicts
Coauthor
Mehrnaz Mofakhami
2025
–
Present
PhD Advisor
Gauthier Gidel
2023
–
Present
Coauthor
Leo Schwinn
2023
–
Present
Coauthor
David Dobre
2023
–
Present
PhD Advisor
Jian Tang
2019
–
Present
Expertise
Graph neural networks
,
Knowledge graphs
,
Algorithmic Reasoning
Present
Publications
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
Zhaocheng Zhu
,
Zuobai Zhang
,
Louis-Pascal A. C. Xhonneux
,
Jian Tang
13 May 2022
OpenReview Archive Direct Upload
Readers:
Everyone
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
2022 (modified: 29 Sept 2022)
CoRR 2022
Readers:
Everyone
Learning to Efficiently Propagate for Reasoning on Knowledge Graphs
Zhaocheng Zhu
,
Xinyu Yuan
,
Louis-Pascal A. C. Xhonneux
,
Ming Zhang
,
Maxime Gazeau
,
Jian Tang
2022 (modified: 24 Apr 2023)
CoRR 2022
Readers:
Everyone
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
Zhaocheng Zhu
,
Zuobai Zhang
,
Louis-Pascal A. C. Xhonneux
,
Jian Tang
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
How to transfer algorithmic reasoning knowledge to learn new algorithms?
Louis-Pascal A. C. Xhonneux
,
Andreea Deac
,
Petar Veličković
,
Jian Tang
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
Meng Qu
,
Junkun Chen
,
Louis-Pascal A. C. Xhonneux
,
Yoshua Bengio
,
Jian Tang
2021 (modified: 24 Feb 2022)
ICLR 2021
Readers:
Everyone
How to transfer algorithmic reasoning knowledge to learn new algorithms?
Louis-Pascal A. C. Xhonneux
,
Andreea Deac
,
Petar Velickovic
,
Jian Tang
2021 (modified: 31 Mar 2022)
CoRR 2021
Readers:
Everyone
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
Zhaocheng Zhu
,
Zuobai Zhang
,
Louis-Pascal A. C. Xhonneux
,
Jian Tang
2021 (modified: 24 Apr 2023)
CoRR 2021
Readers:
Everyone
How to transfer algorithmic reasoning knowledge to learn new algorithms?
Louis-Pascal A. C. Xhonneux
,
Andreea Deac
,
Petar Velickovic
,
Jian Tang
2021 (modified: 24 Apr 2023)
NeurIPS 2021
Readers:
Everyone
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
Zhaocheng Zhu
,
Zuobai Zhang
,
Louis-Pascal A. C. Xhonneux
,
Jian Tang
2021 (modified: 24 Apr 2023)
NeurIPS 2021
Readers:
Everyone
View all 13 publications
Co-Authors
Andreea Deac
Chang Ma
Chence Shi
Huiyu Cai
Jian Tang
Jiarui Lu
Junkun Chen
Maxime Gazeau
Meng Qu
Ming Zhang
Minghao Xu
Petar Velickovic
Petar Veličković
Runcheng Liu
Shengchao Liu
Tianyu Gao
Xinyu Yuan
Yangtian Zhang
Yoshua Bengio
Zhaocheng Zhu
Zuobai Zhang