ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective

ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective

17 January 2025

Luca Franceschi

Pasquale Minervini

Pontus Stenetorp

Sebastian Riedel

Papers citing "ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective"

12 / 12 papers shown

Title
BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization Amber Yijia Zheng Tong He Yixuan Qiu Minjie Wang David Wipf 31 2 0 07 Mar 2024
Towards Foundation Models for Knowledge Graph Reasoning Mikhail Galkin Xinyu Yuan Hesham Mostafa Jian Tang Zhaocheng Zhu VLM ReLM 31 35 0 06 Oct 2023
DURENDAL: Graph deep learning framework for temporal heterogeneous networks Manuel Dileo Matteo Zignani S. Gaito 37 1 0 30 Sep 2023
TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning Jing Zhu Xiang Song V. Ioannidis Danai Koutra Christos Faloutsos 56 13 0 25 Sep 2023
Temporal Smoothness Regularisers for Neural Link Predictors Manuel Dileo Pasquale Minervini Matteo Zignani S. Gaito 33 1 0 16 Sep 2023
Inductive Knowledge Graph Completion with GNNs and Rules: An Analysis Akash Anil Víctor Gutiérrez-Basulto Yazmín Ibánez-García Steven Schockaert 23 2 0 14 Aug 2023
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes Jincheng Zhou Beatrice Bevilacqua Bruno Ribeiro 27 7 0 12 Jul 2023
Improving Language Plasticity via Pretraining with Active Forgetting Yihong Chen Kelly Marchisio Roberta Raileanu David Ifeoluwa Adelani Pontus Stenetorp Sebastian Riedel Mikel Artetx KELM AI4CE CLL 28 23 0 03 Jul 2023
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types Jianfei Gao Yangze Zhou Jincheng Zhou Bruno Ribeiro 35 9 0 02 Feb 2023
Message passing all the way up Petar Velickovic 111 63 0 22 Feb 2022
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Yihong Chen Pasquale Minervini Sebastian Riedel Pontus Stenetorp 85 43 0 06 Oct 2021
L $^2$ -GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks Yuning You Tianlong Chen Zhangyang Wang Yang Shen GNN 101 82 0 30 Mar 2020