Relational Graph Attention Networks

11 April 2019

Papers citing "Relational Graph Attention Networks"

37 / 37 papers shown

Title
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction Mengying Yuan Wenhao Wang Zixuan Wang Yujie Huang Kangli Wei Fei Li Chong Teng Donghong Ji 40 0 0 11 Apr 2025
Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation Jinkun Han Wei Li Xhipeng Cai Yongqian Li 36 4 0 05 Jan 2025
EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics Chenwei Wan Matthieu Labeau Chloé Clavel 53 0 0 16 Aug 2024
Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning JongWoo Kim SeongYeub Chu HyeongMin Park Bryan Wong MunYong Yi 43 0 0 30 Jul 2024
Syntactic Fusion: Enhancing Aspect-Level Sentiment Analysis Through Multi-Tree Graph Integration Jane Sunny Tom Padraig Roggie Terry Woods Ali 46 0 0 28 Nov 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document Zheng Chu Zekun Wang Jiafeng Liang Ming Liu Bing Qin 34 2 0 08 Nov 2023
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research Arpandeep Khatua Vikram Sharma Mailthody Bhagyashree Taleka Tengfei Ma Xiang Song Wen-mei W. Hwu AI4CE 53 38 0 27 Feb 2023
Explainable Action Prediction through Self-Supervision on Scene Graphs Pawit Kochakarn D. Martini Daniel Omeiza Lars Kunze SSL 24 10 0 07 Feb 2023
Automatic Intersection Management in Mixed Traffic Using Reinforcement Learning and Graph Neural Networks Marvin Klimke Benjamin Völz M. Buchholz 46 13 0 30 Jan 2023
DoubleH: Twitter User Stance Detection via Bipartite Graph Neural Networks Chong Zhang Zhenkun Zhou X. Peng Ke Xu 27 3 0 20 Jan 2023
Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures Kun Wu Mert Hidayetoğlu Xiang Song Sitao Huang Da Zheng Israt Nisa Wen-mei W. Hwu GNN 22 4 0 16 Jan 2023
Energy-based Generative Models for Target-specific Drug Discovery Junde Li Collin Beaudoin Swaroop Ghosh MedIm 37 4 0 05 Dec 2022
Mitigating Relational Bias on Knowledge Graphs Yu-Neng Chuang Kwei-Herng Lai Ruixiang Tang Mengnan Du Chia-Yuan Chang Na Zou Xia Hu FaML 32 5 0 26 Nov 2022
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data Minghao Xu Yuanfan Guo Yi Xu Jiangtao Tang Xinlei Chen Yuandong Tian GNN 32 6 0 23 Nov 2022
Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks Ryien Hosseini F. Simini Austin R. Clyde A. Ramanathan 26 5 0 04 Nov 2022
Search to Pass Messages for Temporal Knowledge Graph Completion Zhen Wang Haotong Du Quanming Yao Xuelong Li 31 11 0 30 Oct 2022
CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations Lin Xu Qixian Zhou Jinlan Fu Min-Yen Kan See-Kiong Ng 41 4 0 05 Oct 2022
Graph neural networks for materials science and chemistry Patrick Reiser Marlen Neubert André Eberhard Luca Torresi Chen Zhou ... Houssam Metni Clint van Hoesel Henrik Schopmans T. Sommer Pascal Friederich GNN AI4CE 55 373 0 05 Aug 2022
Enhancing Document-level Relation Extraction by Entity Knowledge Injection Xin-Yue Wang Zitao Wang Weijian Sun Wei Hu KELM 47 7 0 23 Jul 2022
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering Yanan Wang Michihiro Yasunaga Hongyu Ren Shinya Wada J. Leskovec 34 17 0 23 May 2022
Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer Weishan Cai Wenjun Ma Jieyu Zhan Yuncheng Jiang 71 25 0 18 May 2022
Learning Bi-typed Multi-relational Heterogeneous Graph via Dual Hierarchical Attention Networks Yu Zhao Shaopeng Wei Huaming Du Xingyan Chen Qing Li Fuzhen Zhuang Jiaheng Liu Gang Kou 44 10 0 24 Dec 2021
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 37 17 0 06 Dec 2021
Edge-similarity-aware Graph Neural Networks Vincent Mallet Carlos Oliver William L. Hamilton 25 0 0 20 Sep 2021
r-GAT: Relational Graph Attention Network for Multi-Relational Graphs Meiqi Chen Yuan Zhang Xiaoyu Kou Yuntao Li Yan Zhang GNN 24 16 0 13 Sep 2021
Relational Graph Convolutional Networks: A Closer Look Thiviyan Thanapalasingam Lucas van Berkel Peter Bloem Paul T. Groth GNN 19 19 0 21 Jul 2021
How Attentive are Graph Attention Networks? Shaked Brody Uri Alon Eran Yahav GNN 60 1,027 0 30 May 2021
Semi-Supervised Variational Reasoning for Medical Dialogue Generation Dongdong Li Zhaochun Ren Pengjie Ren Zhumin Chen M. Fan Jun Ma Maarten de Rijke BDL DRL OffRL MedIm 34 48 0 13 May 2021
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification Xiaochen Hou Peng Qi Guangtao Wang Rex Ying Jing Huang Xiaodong He Bowen Zhou 37 59 0 12 Mar 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 30 117 0 16 Dec 2020
Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation Eda Bayram Alberto García-Durán Robert West 36 13 0 10 Nov 2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks David Bieber Charles Sutton Hugo Larochelle Daniel Tarlow GNN 27 43 0 23 Oct 2020
TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion Jiapeng Wu Mengyao Cao Jackie C.K. Cheung William L. Hamilton 20 144 0 07 Oct 2020
Improving the Long-Range Performance of Gated Graph Neural Networks Denis Lukovnikov Jens Lehmann Asja Fischer GNN 33 6 0 19 Jul 2020
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation Marc Brockschmidt 30 134 0 28 Jun 2019
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 263 1,813 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 264 3,246 0 24 Nov 2016