Dynamically Pruned Message Passing Networks for Large-Scale Knowledge
Graph Reasoning

v1v2v3 (latest)

Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning

25 September 2019

ArXiv (abs)PDF HTML

Papers citing "Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning"

18 / 18 papers shown

Title
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective Yihong Chen Pushkar Mishra Luca Franceschi Pasquale Minervini Pontus Stenetorp Sebastian Riedel 192 21 0 17 Jan 2025
Knowledge Graph Pruning for Recommendation Fake Lin Xi Zhu Ziwei Zhao Deqiang Huang Yu Yu Xueying Li Zhi Zheng Tong Xu Enhong Chen 75 0 0 19 May 2024
Do as I can, not as I get Shangfei Zheng Hongzhi Yin Tong Chen Quoc Viet Hung Nguyen Wei Chen Lei Zhao 91 2 0 17 Jun 2023
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules Yinyu Lan Shizhu He Kang Liu Jun Zhao 58 3 0 07 Jan 2023
Learning Attention-based Representations from Multiple Patterns for Relation Prediction in Knowledge Graphs Vítor Lourencco A. Paes AI4TS 52 7 0 07 Jun 2022
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Zhaocheng Zhu Xinyu Yuan Mikhail Galkin Sophie Xhonneux Ming Zhang Maxime Gazeau Jian Tang GNN LRM 117 44 0 07 Jun 2022
Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA Hongkuan Zhou Bingyi Zhang Rajgopal Kannan Viktor Prasanna Carl E. Busart GNN 63 23 0 10 Mar 2022
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Yihong Chen Pasquale Minervini Sebastian Riedel Pontus Stenetorp 139 47 0 06 Oct 2021
Knowledge Graph Reasoning with Relational Digraph Yongqi Zhang Quanming Yao GNN 91 129 0 13 Aug 2021
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 163 21 0 21 Jul 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 101 329 0 13 Jun 2021
Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction A. Feeney Rishabh Gupta Veronika Thost Rico Angell Gayathri Chandu Yash Adhikari Tengfei Ma 31 11 0 28 May 2021
Accelerating Large Scale Real-Time GNN Inference using Channel Pruning Hongkuan Zhou Ajitesh Srivastava Hanqing Zeng Rajgopal Kannan Viktor Prasanna GNN 61 68 0 10 May 2021
Topological Regularization for Graph Neural Networks Augmentation Rui Song Fausto Giunchiglia Kexin Zhao Hao Xu 143 11 0 03 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 263 221 0 01 Apr 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 170 126 0 16 Dec 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 112 3 0 12 Oct 2020
A Survey on Graph Neural Networks for Knowledge Graph Completion Siddhant Arora 147 67 0 24 Jul 2020

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.