Modeling Relational Data with Graph Convolutional Networks

17 March 2017

Papers citing "Modeling Relational Data with Graph Convolutional Networks"

50 / 631 papers shown

Title
Directed Graph Auto-Encoders Georgios Kollias Vasileios Kalantzis Tsuyoshi Idé A. Lozano Naoki Abe BDL GNN 36 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
Multi-view Intent Disentangle Graph Networks for Bundle Recommendation Sen Zhao Wei Wei Ding Zou Xian-Ling Mao 30 89 0 23 Feb 2022
Incorporating Constituent Syntax for Coreference Resolution Fan Jiang Trevor Cohn 17 4 0 22 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 44 19 0 21 Feb 2022
MixKG: Mixing for harder negative samples in knowledge graph Feihu Che Guohua Yang Pengpeng Shao Dawei Zhang J. Tao 34 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 36 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 24 86 0 15 Feb 2022
STaR: Knowledge Graph Embedding by Scaling, Translation and Rotation Jiayi Li Yujiu Yang 11 9 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 27 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 30 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 33 0 25 Jan 2022
Towards Collaborative Question Answering: A Preliminary Study Xiangkun Hu Hang Yan Qipeng Guo Xipeng Qiu Weinan Zhang Zheng-Wei Zhang 25 0 0 24 Jan 2022
Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI Jalal Mirakhorli 29 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 25 0 0 21 Jan 2022
Decoupling the Depth and Scope of Graph Neural Networks Hanqing Zeng Muhan Zhang Yinglong Xia Ajitesh Srivastava Andrey Malevich Rajgopal Kannan Viktor Prasanna Long Jin Ren Chen GNN 33 144 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 44 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 27 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 27 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 28 53 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 46 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 39 5 0 08 Jan 2022
Skip Vectors for RDF Data: Extraction Based on the Complexity of Feature Patterns Yota Minami Ken Kaneiwa 22 3 0 06 Jan 2022
Multi-Robot Collaborative Perception with Graph Neural Networks Yang Zhou Jiuhong Xiao Yuee Zhou Giuseppe Loianno 34 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 27 52 0 04 Jan 2022
Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings Kai Wang Yu Liu Quan.Z Sheng 25 18 0 03 Jan 2022
Graph Neural Networks: a bibliometrics overview Abdalsamad Keramatfar Mohadeseh Rafiee Hossein Amirkhani GNN AI4CE 42 24 0 03 Jan 2022
Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation Mohammadamin Tavakoli Alexander Shmakov Francesco Ceccarelli Pierre Baldi GNN 39 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 32 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 42 312 0 30 Dec 2021
Deformable Graph Convolutional Networks Jinyoung Park Sungdong Yoo Jihwan Park Hyunwoo J. Kim GNN 30 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 29 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 Jiaheng Liu Gang Kou 36 10 0 24 Dec 2021
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation Chen Liang Chong Yang Jing Xu Juyang Huang Yongliang Wang Yang Dong 31 24 0 23 Dec 2021
Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction Peyman Baghershahi Reshad Hosseini H. Moradi 34 52 0 20 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 30 43 0 18 Dec 2021
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring Efrén Rama-Maneiro J. Vidal Manuel Lama GNN 19 15 0 17 Dec 2021
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching Xin Liu Yangqiu Song GNN 27 24 0 16 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 37 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 10 0 15 Dec 2021
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network Haoyang Li Xin Wang Ziwei Zhang Wenwu Zhu OODD OOD 29 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 21 69 0 06 Dec 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information Zhiling Wang Shimin Di Lei Chen GNN AI4CE 20 39 0 02 Dec 2021
Narrative Cartography with Knowledge Graphs Gengchen Mai Weiming Huang Ling Cai Rui Zhu Ni Lao 16 21 0 02 Dec 2021