Louis-Pascal Xhonneux

6 papers · 2020–2023 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) ❓ The Questioner

Conferences

NIPS (3) ICML (2) ICLR (1)

Top co-authors

Jian Tang (6) Meng Qu (3) Zhaocheng Zhu (2) Michael Galkin (1) Petar Veličković (1) Xinyu Yuan (1) Junkun Chen (1) Andreea-Ioana Deac (1) Maxime Gazeau (1) Tianyu Gao (1)

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