Louis-Pascal Xhonneux
6 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐บ๏ธ Taxonomy Completionist (17) ๐ฃ Hot Topic Early Bird
๐
Cross-Pollinator
(14)
โ
The Questioner
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
graph neural network
(3)
link prediction
(2)
knowledge graph
(2)
transfer learning
(1)
relation extraction
(1)
graph embedding
(1)
dynamical system
(1)
algorithmic reasoning
(1)
node classification
(1)
stochastic gradient langevin dynamics
(1)
systematic generalization
(1)
graph reasoning
(1)
graph algorithm
(1)
execution trace
(1)
node representation
(1)
scalable algorithm
(1)
bayesian meta-learning
(1)
a* algorithm
(1)
prototype vector
(1)
bellman-ford algorithm
(1)
Papers
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs
NIPS 2023
How to transfer algorithmic reasoning knowledge to learn new algorithms?
NIPS 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
NIPS 2021
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs
ICLR 2021
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs
ICML 2020
Continuous Graph Neural Networks
ICML 2020