Modeling Relational Data with Graph Convolutional Networks

17 March 2017

Papers citing "Modeling Relational Data with Graph Convolutional Networks"

50 / 539 papers shown

Title
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural Networks Hejie Cui Wei Dai Yanqiao Zhu Xuan Kan Antonio Aodong Chen Gu Joshua Lukemire Liang Zhan Lifang He Ying Guo Carl Yang 19 113 0 17 Mar 2022
Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts W. Yu Chenguang Zhu Lianhui Qin Zhihan Zhang Tong Zhao Meng-Long Jiang LRM 20 31 0 14 Mar 2022
Graph Summarization with Graph Neural Networks Maximilian Blasi M. Freudenreich Johannes Horvath David Richerby A. Scherp 25 0 0 11 Mar 2022
Flurry: a Fast Framework for Reproducible Multi-layered Provenance Graph Representation Learning Maya Kapoor Joshua Melton Michael Ridenhour Mahalavanya Sriram Thomas Moyer S. Krishnan 20 0 0 05 Mar 2022
R-GCN: The R Could Stand for Random Vic Degraeve Gilles Vandewiele F. Ongenae Sofie Van Hoecke GNN 26 13 0 04 Mar 2022
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation Zheng Lian Lang Chen Licai Sun B. Liu J. Tao 25 83 0 04 Mar 2022
Time-aware Graph Neural Networks for Entity Alignment between Temporal Knowledge Graphs Chengjin Xu Fenglong Su Jens Lehmann AI4TS 22 49 0 04 Mar 2022
Pay Attention to Relations: Multi-embeddings for Attributed Multiplex Networks Joshua Melton Michael Ridenhour S. Krishnan GNN 11 1 0 03 Mar 2022
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs Wen Zhang Xian-gan Chen Zhen Yao Mingyang Chen Yushan Zhu ... Yajing Xu Ningyu Zhang Zonggang Yuan Feiyu Xiong Huajun Chen 24 12 0 25 Feb 2022
Directed Graph Auto-Encoders Georgios Kollias Vasileios Kalantzis Tsuyoshi Idé A. Lozano Naoki Abe BDL GNN 28 34 0 25 Feb 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 29 57 0 24 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 25 53 0 22 Feb 2022
Rule Mining over Knowledge Graphs via Reinforcement Learning Lihan Chen Sihang Jiang Jingping Liu Chao Wang Shenmin Zhang Chenhao Xie Jiaqing Liang Yanghua Xiao Rui Song 36 19 0 21 Feb 2022
MixKG: Mixing for harder negative samples in knowledge graph Feihu Che Guohua Yang Pengpeng Shao Dawei Zhang J. Tao 28 6 0 19 Feb 2022
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs Feng Xia Lei Wang Tao Tang Xin Chen Xiangjie Kong G. Oatley Irwin King GNN 28 32 0 16 Feb 2022
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs Namyong Park Fuchen Liu Purvanshi Mehta D. Cristofor Christos Faloutsos Yuxiao Dong 18 86 0 15 Feb 2022
Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space Yaohua Wang Yaobin Zhang Fangyi Zhang Ming-Ching Lin Yuqi Zhang Senzhang Wang Xiuyu Sun CVBM 21 29 0 08 Feb 2022
Using Large-scale Heterogeneous Graph Representation Learning for Code Review Recommendations at Microsoft Jiyang Zhang C. Maddila Ramakrishna Bairi Christian Bird Ujjwal Raizada Apoorva Agrawal Yamini Jhawar Kim Herzig A. van Deursen 19 8 0 04 Feb 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? Yifan Hou Guoji Fu Mrinmaya Sachan KELM 33 1 0 02 Feb 2022
Combining Optimal Path Search With Task-Dependent Learning in a Neural Network Tomas Kulvicius M. Tamosiunaite F. Worgotter 27 1 0 26 Jan 2022
Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer Erxue Min Yu Rong Tingyang Xu Yatao Bian P. Zhao Junzhou Huang Da Luo Kangyi Lin Sophia Ananiadou 34 32 0 25 Jan 2022
Towards Collaborative Question Answering: A Preliminary Study Xiangkun Hu Hang Yan Qipeng Guo Xipeng Qiu Weinan Zhang Zheng-Wei Zhang 17 0 0 24 Jan 2022
Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI Jalal Mirakhorli 21 1 0 21 Jan 2022
Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning Tongzhou Mu Kaixiang Lin Fei Niu Govind Thattai OffRL 22 0 0 21 Jan 2022
Decoupling the Depth and Scope of Graph Neural Networks Hanqing Zeng Muhan Zhang Yinglong Xia Ajitesh Srivastava Andrey Malevich R. Kannan Viktor Prasanna Long Jin Ren Chen GNN 33 142 0 19 Jan 2022
Debiased Graph Neural Networks with Agnostic Label Selection Bias Shaohua Fan Xiao Wang Chuan Shi Kun Kuang Nian Liu Bai Wang AI4CE 36 38 0 19 Jan 2022
A Cognitive Explainer for Fetal ultrasound images classifier Based on Medical Concepts Ying-Shuai Wanga Yunxia Liua Licong Dongc Xuzhou Wua Huabin Zhangb Qiongyu Yed Desheng Sunc Xiaobo Zhoue Kehong Yuan 24 0 0 19 Jan 2022
Representation Learning on Heterostructures via Heterogeneous Anonymous Walks X. Guo Pengfei Jiao Ting Pan Wang Zhang Mengyu Jia Danyang Shi Wenjun Wang 19 1 0 18 Jan 2022
High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing Nan Wu Hang Yang Yuan Xie Pan Li Cong Hao 20 52 0 18 Jan 2022
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach Xing Ai Zhihong Zhang Luzhe Sun Junchi Yan Edwin R. Hancock GNN 39 11 0 13 Jan 2022
Multi-task Pre-training Language Model for Semantic Network Completion Da Li Sen Yang Kele Xu Ming Yi Yukai He Huaimin Wang 37 29 0 13 Jan 2022
Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping M. Park SSL 19 4 0 10 Jan 2022
Scaling Knowledge Graph Embedding Models Nasrullah Sheikh Xiao Qin B. Reinwald Chuan Lei 31 5 0 08 Jan 2022
Skip Vectors for RDF Data: Extraction Based on the Complexity of Feature Patterns Yota Minami Ken Kaneiwa 11 3 0 06 Jan 2022
Multi-Robot Collaborative Perception with Graph Neural Networks Yang Zhou Jiuhong Xiao Yuee Zhou Giuseppe Loianno 28 66 0 05 Jan 2022
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System Yuanhang Zhou Kun Zhou Wayne Xin Zhao Cheng Wang Peng Jiang He Hu 25 52 0 04 Jan 2022
Graph Neural Networks: a bibliometrics overview Abdalsamad Keramatfar Mohadeseh Rafiee Hossein Amirkhani GNN AI4CE 39 24 0 03 Jan 2022
Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation Mohammadamin Tavakoli Alexander Shmakov Francesco Ceccarelli Pierre Baldi GNN 28 8 0 02 Jan 2022
Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Graphs Da Zheng Xiang Song Chengrun Yang Dominique LaSalle George Karypis 3DH GNN 27 56 0 31 Dec 2021
Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks Qingsong Lv Ming Ding Qiang Liu Yuxiang Chen Wenzheng Feng Siming He Chang Zhou Jianguo Jiang Yuxiao Dong Jie Tang 34 312 0 30 Dec 2021
Deformable Graph Convolutional Networks Jinyoung Park Sungdong Yoo Jihwan Park Hyunwoo J. Kim GNN 24 13 0 29 Dec 2021
Block Modeling-Guided Graph Convolutional Neural Networks Dongxiao He Chundong Liang Huixin Liu Ming-Chang Wen Pengfei Jiao Zhiyong Feng GNN 21 65 0 27 Dec 2021
Learning Bi-typed Multi-relational Heterogeneous Graph via Dual Hierarchical Attention Networks Yu Zhao Shaopeng Wei Huaming Du Xingyan Chen Qing Li Fuzhen Zhuang J. Liu Gang Kou 30 10 0 24 Dec 2021
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 26 52 0 20 Dec 2021
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring Efrén Rama-Maneiro J. Vidal Manuel Lama GNN 14 15 0 17 Dec 2021
Joint Demand Prediction for Multimodal Systems: A Multi-task Multi-relational Spatiotemporal Graph Neural Network Approach Yuebing Liang Guan Huang Zhan Zhao AI4TS 31 48 0 15 Dec 2021
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs Yushan Liu Yunpu Ma Marcel Hildebrandt Mitchell Joblin Volker Tresp 32 131 0 15 Dec 2021
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling Jakob Prange Nathan Schneider Lingpeng Kong 22 9 0 15 Dec 2021
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OODD OOD 26 97 0 07 Dec 2021
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering Yueqing Sun Qi Shi Le Qi Yu Zhang RALM LRM 13 69 0 06 Dec 2021