Modeling Relational Data with Graph Convolutional Networks

17 March 2017

Papers citing "Modeling Relational Data with Graph Convolutional Networks"

50 / 539 papers shown

Title
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation Yitong Pang Lingfei Wu Qi Shen Yiming Zhang Zhihua Wei Fangli Xu Ethan Chang Bo Long Jian Pei 30 111 0 08 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 52 94 0 01 Jul 2021
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs Mikhail Galkin E. Denis Jiapeng Wu William L. Hamilton OCL 20 86 0 23 Jun 2021
A Neural Edge-Editing Approach for Document-Level Relation Graph Extraction Kohei Makino Makoto Miwa Yutaka Sasaki KELM 24 7 0 18 Jun 2021
Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study Rahul Nadkarni David Wadden Iz Beltagy Noah A. Smith Hannaneh Hajishirzi Tom Hope 35 27 0 17 Jun 2021
Large-Scale Chemical Language Representations Capture Molecular Structure and Properties Jerret Ross Brian M. Belgodere Vijil Chenthamarakshan Inkit Padhi Youssef Mroueh Payel Das AI4CE 24 272 0 17 Jun 2021
Predicting cognitive scores with graph neural networks through sample selection learning M. Hanik Mehmet Arif Demirtas Mohammed Amine Gharsallaoui I. Rekik 13 13 0 17 Jun 2021
Query Embedding on Hyper-relational Knowledge Graphs Dimitrios Alivanistos M. Berrendorf Michael Cochez Mikhail Galkin 21 22 0 15 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 37 815 0 14 Jun 2021
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series Ailin Deng Bryan Hooi AI4TS 11 847 0 13 Jun 2021
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction Zhaocheng Zhu Zuobai Zhang Louis-Pascal Xhonneux Jian Tang GNN 27 300 0 13 Jun 2021
Breaking the Limit of Graph Neural Networks by Improving the Assortativity of Graphs with Local Mixing Patterns Susheel Suresh Vinith Budde Jennifer Neville Pan Li Jianzhu Ma 32 131 0 11 Jun 2021
DynaEval: Unifying Turn and Dialogue Level Evaluation Chen Zhang Yiming Chen L. F. D’Haro Yan Zhang Thomas Friedrichs Grandee Lee Haizhou Li 21 72 0 02 Jun 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Ruisheng Cao Lu Chen Zhi Chen Yanbin Zhao Su Zhu Kai Yu 17 159 0 02 Jun 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 28 103 0 01 Jun 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference T. Lai Heng Ji ChengXiang Zhai Quan Hung Tran 29 65 0 27 May 2021
Directed Acyclic Graph Network for Conversational Emotion Recognition Weizhou Shen Siyue Wu Yunyi Yang Xiaojun Quan 37 240 0 27 May 2021
A Knowledge Graph-Enhanced Tensor Factorisation Model for Discovering Drug Targets Cheng Ye Rowan Swiers Stephen Bonner Ian P Barrett 27 12 0 20 May 2021
Link Prediction on N-ary Relational Facts: A Graph-based Approach Quan Wang Haifeng Wang Yajuan Lyu Yong Zhu 24 44 0 18 May 2021
The Logic of Graph Neural Networks Martin Grohe AI4CE 21 88 0 29 Apr 2021
Interaction-GCN: A Graph Convolutional Network based framework for social interaction recognition in egocentric videos Simone Felicioni Mariella Dimiccoli 21 1 0 28 Apr 2021
Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion Guanglin Niu Yang Li Chengguang Tang Ruiying Geng Jian Dai Qiao Liu Hao Wang Jian Sun Fei Huang Luo Si 18 88 0 27 Apr 2021
Link Prediction on N-ary Relational Data Based on Relatedness Evaluation Saiping Guan Xiaolong Jin Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 31 26 0 21 Apr 2021
Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning Zixuan Li Xiaolong Jin Wei Li Saiping Guan Jiafeng Guo Huawei Shen Yuanzhuo Wang Xueqi Cheng 26 255 0 21 Apr 2021
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models Benedek Rozemberczki P. Scherer Yixuan He G. Panagopoulos Alexander Riedel ... Oliver Kiss Ferenc Béres Guzmán López Nicolas Collignon Rik Sarkar AI4CE 29 199 0 15 Apr 2021
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning Ning Liu Songlei Jian Dongsheng Li Yiming Zhang Zhiquan Lai Hongzuo Xu 26 30 0 13 Apr 2021
Contextual HyperNetworks for Novel Feature Adaptation A. Lamb Evgeny S. Saveliev Yingzhen Li Sebastian Tschiatschek Camilla Longden Simon Woodhead José Miguel Hernández-Lobato Richard E. Turner Pashmina Cameron Cheng Zhang OOD 20 6 0 12 Apr 2021
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations Ying Lin H. Wang Jiangning Chen Tong Wang Yue Liu Heng Ji Yang Liu Premkumar Natarajan 21 10 0 06 Apr 2021
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization Chen Ju Peisen Zhao Siheng Chen Ya-Qin Zhang Xiaoyun Zhang Qi Tian WSOL 31 19 0 06 Apr 2021
Do We Need Anisotropic Graph Neural Networks? Shyam A. Tailor Felix L. Opolka Pietro Lio' Nicholas D. Lane 40 34 0 03 Apr 2021
$Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes$ Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes Shuai Shen Wanhua Li Zheng Zhu Guan Huang Dalong Du Jiwen Lu Jie Zhou CVBM GNN 10 39 0 24 Mar 2021
Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro Yue Zhang Iryna Gurevych 41 69 0 16 Mar 2021
R-GSN: The Relation-based Graph Similar Network for Heterogeneous Graph Xinliang Wu Mengying Jiang Guizhong Liu GNN 22 7 0 14 Mar 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 21 54 0 12 Mar 2021
Network Representation Learning: From Traditional Feature Learning to Deep Learning Ke Sun Lei Wang Bo Xu Wenhong Zhao S. Teng Feng Xia GNN 22 28 0 07 Mar 2021
NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification Julian Busch Anton Kocheturov Volker Tresp Thomas Seidl 17 49 0 05 Mar 2021
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs Jiajun Chen Huarui He Feng Wu Jie Wang 21 130 0 05 Mar 2021
Self-Supervised Learning of Graph Neural Networks: A Unified Review Yaochen Xie Zhao Xu Jingtun Zhang Zhengyang Wang Shuiwang Ji SSL 21 324 0 22 Feb 2021
Link Prediction with Persistent Homology: An Interactive View Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 10 46 0 20 Feb 2021
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective Stephen Bonner Ian P Barrett Cheng Ye Rowan Swiers O. Engkvist A. Bender Charles Tapley Hoyt William L. Hamilton 29 94 0 19 Feb 2021
REST: Relational Event-driven Stock Trend Forecasting W. Xu Weiqing Liu Chang Xu Jiang Bian Jian Yin Tie-Yan Liu 28 55 0 15 Feb 2021
Learning Intents behind Interactions with Knowledge Graph for Recommendation Xiang Wang Tinglin Huang Dingxian Wang Yancheng Yuan Zhenguang Liu Xiangnan He Tat-Seng Chua 88 414 0 14 Feb 2021
GraphDF: A Discrete Flow Model for Molecular Graph Generation Youzhi Luo Keqiang Yan Shuiwang Ji DRL 185 187 0 01 Feb 2021
Neural representation and generation for RNA secondary structures Zichao Yan William L. Hamilton Mathieu Blanchette 37 2 0 01 Feb 2021
Autonomous Navigation through intersections with Graph ConvolutionalNetworks and Conditional Imitation Learning for Self-driving Cars Xiaodong Mei Yuxiang Sun Yuying Chen Congcong Liu Ming-Yu Liu SSL GNN 28 7 0 01 Feb 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 130 273 0 23 Jan 2021
Discrete Knowledge Graph Embedding based on Discrete Optimization Yunqi Li Shuyuan Xu Bo Liu Zuohui Fu Shuchang Liu Xu Chen Yongfeng Zhang 9 4 0 13 Jan 2021
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System Kun Zhou Xiaolei Wang Yuanhang Zhou Chenzhang Shang Yuan-Chia Cheng Wayne Xin Zhao Yaliang Li Ji-Rong Wen 27 63 0 04 Jan 2021
Quantifying Spatial Homogeneity of Urban Road Networks via Graph Neural Networks Jiawei Xue Nan Jiang Senwei Liang Qiyuan Pang Takahiro Yabe S. Ukkusuri Jianzhu Ma 40 26 0 01 Jan 2021
Dialogue Graph Modeling for Conversational Machine Reading Siru Ouyang Zhuosheng Zhang Hai Zhao 26 42 0 29 Dec 2020