Graph Matching Networks for Learning the Similarity of Graph Structured Objects

29 April 2019

Papers citing "Graph Matching Networks for Learning the Similarity of Graph Structured Objects"

50 / 209 papers shown

Title
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces G. Tsialiamanis Charilaos Mylonas Eleni Chatzi N. Dervilis D. Wagg Keith Worden 20 40 0 05 Mar 2021
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 30 346 0 18 Feb 2021
A Statistical Relational Approach to Learning Distance-based GCNs D. Dhami Siwen Yan Sriraam Natarajan TU Darmstadt GNN 10 0 0 13 Feb 2021
Subgraph nomination: Query by Example Subgraph Retrieval in Networks Al-Fahad M. Al-Qadhi Carey E. Priebe Hayden S. Helm V. Lyzinski GNN 6 1 0 29 Jan 2021
Single Neuron Segmentation using Graph-based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images Heng Wang Yang Song C. Zhang Jianhui Yu Siqi Liu Hanchuan Peng Weidong (Tom) Cai 3DV 14 9 0 22 Jan 2021
PalmTree: Learning an Assembly Language Model for Instruction Embedding Xuezixiang Li Qu Yu Heng Yin 11 143 0 21 Jan 2021
Deep Graph Generators: A Survey Faezeh Faez Yassaman Ommi M. Baghshah Hamid R. Rabiee GNN AI4CE 37 57 0 31 Dec 2020
Image-to-Image Retrieval by Learning Similarity between Scene Graphs Sangwoong Yoon Woo-Young Kang Sungwook Jeon SeongEun Lee C. Han Jonghun Park Eun-Sol Kim 3DH 11 39 0 29 Dec 2020
Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching Chang-rui Liu Zetian Jiang Runzhong Wang Junchi Yan Lingxiao Huang P. Lu 19 9 0 16 Dec 2020
A Deep Graph Neural Networks Architecture Design: From Global Pyramid-like Shrinkage Skeleton to Local Topology Link Rewiring Gege Zhang 11 0 0 16 Dec 2020
LayoutGMN: Neural Graph Matching for Structural Layout Similarity A. Patil Manyi Li Matthew Fisher Manolis Savva Hao Zhang 17 32 0 11 Dec 2020
Combinatorial Learning of Graph Edit Distance via Dynamic Embedding Runzhong Wang Tianqi Zhang Tianshu Yu Junchi Yan Xiaokang Yang 11 40 0 30 Nov 2020
Chinese Medical Question Answer Matching Based on Interactive Sentence Representation Learning Xiongtao Cui Jungang Han MedIm 11 8 0 27 Nov 2020
Deep Data Flow Analysis Chris Cummins Hugh Leather Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Michael F. P. O'Boyle 6 4 0 21 Nov 2020
VLG-Net: Video-Language Graph Matching Network for Video Grounding Mattia Soldan Mengmeng Xu Sisi Qu Jesper N. Tegnér Bernard Ghanem 17 69 0 19 Nov 2020
Self-supervised Graph Representation Learning via Bootstrapping Feihu Che Guohua Yang Dawei Zhang J. Tao Pengpeng Shao Tong Liu SSL 6 23 0 10 Nov 2020
A contribution to Optimal Transport on incomparable spaces Titouan Vayer OT 12 19 0 09 Nov 2020
Self-supervised Representation Learning for Evolutionary Neural Architecture Search Chen Wei Yiping Tang Chuang Niu Haihong Hu Yue Wang Jimin Liang 13 21 0 31 Oct 2020
Contrastive Learning with Hard Negative Samples Joshua Robinson Ching-Yao Chuang S. Sra Stefanie Jegelka SSL 12 759 0 09 Oct 2020
High-Order Relation Construction and Mining for Graph Matching Hui Xu Liyao Xiang Youmin Le Xiaoying Gan Yuting Jia Luoyi Fu Xinbing Wang 6 1 0 09 Oct 2020
Multilevel Text Alignment with Cross-Document Attention Xuhui Zhou Nikolaos Pappas Noah A. Smith 12 18 0 03 Oct 2020
GINet: Graph Interaction Network for Scene Parsing Tianyi Wu Yu Lu Yu Zhu Chuang Zhang Ming Wu Zhanyu Ma G. Guo GNN 11 36 0 14 Sep 2020
One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information Extraction Mengli Cheng Minghui Qiu Xing Shi Jun Huang Wei Lin VLM 32 27 0 09 Sep 2020
Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art Yun Peng Byron Choi Jianliang Xu 17 5 0 26 Aug 2020
Learning Graph Edit Distance by Graph Neural Networks Pau Riba Andreas Fischer Josep Lladós Alicia Fornés GNN 18 23 0 17 Aug 2020
Cross-Global Attention Graph Kernel Network Prediction of Drug Prescription Hao-Ren Yao D. Chang O. Frieder Wendy Huang I. Liang C. Hung GNN 11 4 0 04 Aug 2020
funcGNN: A Graph Neural Network Approach to Program Similarity Aravind Nair Avijit Roy K. Meinke GNN 15 32 0 26 Jul 2020
Multilevel Graph Matching Networks for Deep Graph Similarity Learning Xiang Ling Lingfei Wu Sai-gang Wang Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji 12 56 0 08 Jul 2020
Neural Subgraph Matching Rex Ying Ying Zhaoyu Lou Jiaxuan You Chengtao Wen A. Canedo J. Leskovec GNN 8 85 0 06 Jul 2020
Graph Optimal Transport for Cross-Domain Alignment Liqun Chen Zhe Gan Yu Cheng Linjie Li Lawrence Carin Jingjing Liu OT 9 147 0 26 Jun 2020
Hierarchical Inter-Message Passing for Learning on Molecular Graphs Matthias Fey Jan-Gin Yuen F. Weichert GNN 28 86 0 22 Jun 2020
Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction Yunsheng Bai Ken Gu Yizhou Sun Wei Wang GNN 8 16 0 11 Jun 2020
Contrastive Multi-View Representation Learning on Graphs Kaveh Hassani Amir Hosein Khas Ahmadi SSL 11 1,271 0 10 Jun 2020
Optimal Transport Graph Neural Networks Benson Chen Gary Bécigneul O. Ganea Regina Barzilay Tommi Jaakkola OT 20 44 0 08 Jun 2020
SimPool: Towards Topology Based Graph Pooling with Structural Similarity Features Yaniv Shulman 8 0 0 03 Jun 2020
Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation Haoyan Xu Ziheng Duan Jie Feng Runjian Chen Yida Huang Zhongbin Xu Yueyang Wang 11 33 0 16 May 2020
CoSimGNN: Towards Large-scale Graph Similarity Computation Haoyan Xu Runjian Chen Yueyang Wang Ziheng Duan Jie Feng GNN 6 7 0 14 May 2020
Neighborhood Matching Network for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 8 124 0 12 May 2020
GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions Hanchen Wang Defu Lian Ying Zhang Lu Qin Xuemin Lin GNN 8 81 0 12 May 2020
SpatialSim: Recognizing Spatial Configurations of Objects with Graph Neural Networks Laetitia Teodorescu Katja Hofmann Pierre-Yves Oudeyer 8 1 0 09 Apr 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 82 56 0 23 Mar 2020
Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree Wenhan Wang Ge Li Bo Ma Xin Xia Zhi Jin GNN 9 250 0 20 Feb 2020
An Overview of Distance and Similarity Functions for Structured Data Santiago Ontañón 11 83 0 18 Feb 2020
Graph Neural Distance Metric Learning with Graph-Bert Jiawei Zhang 6 6 0 09 Feb 2020
Bin2vec: Learning Representations of Binary Executable Programs for Security Tasks Shushan Arakelyan Sima Arasteh Christophe Hauser Erik Kline Aram Galstyan 6 18 0 09 Feb 2020
GLSearch: Maximum Common Subgraph Detection via Learning to Search Yunsheng Bai Derek Xu Yizhou Sun Wei Wang GNN 12 31 0 08 Feb 2020
Deep Graph Matching Consensus Matthias Fey J. E. Lenssen Christopher Morris Jonathan Masci Nils M. Kriege 19 207 0 27 Jan 2020
Active Learning for Entity Alignment M. Berrendorf Evgeniy Faerman Volker Tresp 19 17 0 24 Jan 2020
Deep Graph Similarity Learning: A Survey Guixiang Ma Nesreen Ahmed Theodore L. Willke Philip S. Yu GNN 14 76 0 25 Dec 2019
Online Analysis of Distributed Dataflows with Timely Dataflow Malte Sandstede 14 1 0 20 Dec 2019