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Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,396 papers shown

Title
GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs Yunpeng Weng Xu Chen Liang Chen Wei Liu GNN 31 10 0 03 Nov 2020
Improving Cyberbully Detection with User Interaction Suyu Ge Lu Cheng Huan Liu 83 37 0 01 Nov 2020
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning Muhan Zhang Pan Li Yinglong Xia Kai Wang Long Jin 83 202 0 30 Oct 2020
Graph Neural Network for Metal Organic Framework Potential Energy Approximation Shehtab Zaman Christopher Owen Kenneth Chiu Michael Lawler AI4CE 34 0 0 29 Oct 2020
Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous Graph Neural Networks Hao Tang Zhiao Huang Jiayuan Gu Bao-Liang Lu Hao Su AI4CE 70 9 0 26 Oct 2020
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering Shih-Gu Huang M. Chung A. Qiu Alzheimer's Disease Neuroimaging Initiative 36 11 0 26 Oct 2020
Deep Graph Matching and Searching for Semantic Code Retrieval Xiang Ling Lingfei Wu Sai-gang Wang Gaoning Pan Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji GNN 83 93 0 24 Oct 2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks David Bieber Charles Sutton Hugo Larochelle Daniel Tarlow GNN 107 45 0 23 Oct 2020
Anisotropic Graph Convolutional Network for Semi-supervised Learning Mahsa Mesgaran Abdessamad BenHamza 74 11 0 20 Oct 2020
Neural Architecture Performance Prediction Using Graph Neural Networks Jovita Lukasik David Friede Heiner Stuckenschmidt Margret Keuper GNN AI4CE 113 12 0 19 Oct 2020
Tracklets Predicting Based Adaptive Graph Tracking Chaobing Shan Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang VOT 114 9 0 18 Oct 2020
Generalizable Machine Learning in Neuroscience using Graph Neural Networks Paul Yung-Pou Wang Sandalika Sapra V. George Gabriel A. Silva GNN AI4CE 41 14 0 16 Oct 2020
Holistic Combination of Structural and Textual Code Information for Context based API Recommendation Chi Chen Xin Peng Zhenchang Xing Jun Sun Xin Wang Yifan Zhao Wenyun Zhao 24 35 0 15 Oct 2020
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage C. L. Zitnick L. Chanussot Abhishek Das Siddharth Goyal Javier Heras-Domingo ... Kevin Tran Brandon M. Wood Junwoong Yoon Devi Parikh Zachary W. Ulissi 73 75 0 14 Oct 2020
Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations Tianqiao Liu Qian Fang Wenbiao Ding Hang Li Zhongqin Wu Zitao Liu 122 29 0 13 Oct 2020
A Practical Tutorial on Graph Neural Networks I. Ward J. Joyner C. Lickfold Yulan Guo Bennamoun GNN AI4CE 120 15 0 11 Oct 2020
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search Jovita Lukasik David Friede Arber Zela Frank Hutter Margret Keuper 88 19 0 09 Oct 2020
Using Graph Neural Networks for Mass Spectrometry Prediction Hao Zhu Liping Liu S. Hassoun 45 17 0 09 Oct 2020
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs Devanshu Arya D. K. Gupta Stevan Rudinac Marcel Worring 71 78 0 09 Oct 2020
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation Yan Zhang Zhijiang Guo Zhiyang Teng Wei Lu Shay B. Cohen Zuozhu Liu Lidong Bing GNN 91 19 0 09 Oct 2020
Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering Shih-Gu Huang M. Chung A. Qiu Alzheimer's Disease Neuroimaging Initiative OOD MedIm 35 11 0 06 Oct 2020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation Wenhu Chen Yu-Chuan Su Xifeng Yan Wenjie Wang VLM 149 22 0 05 Oct 2020
Improving Generative Imagination in Object-Centric World Models Zhixuan Lin Yi-Fu Wu Skand Peri Bofeng Fu Jindong Jiang Sungjin Ahn OCL 125 81 0 05 Oct 2020
Graph Cross Networks with Vertex Infomax Pooling Maosen Li Siheng Chen Ya Zhang Ivor W. Tsang 123 60 0 05 Oct 2020
Deep Just-In-Time Inconsistency Detection Between Comments and Source Code Sheena Panthaplackel Junyi Jessy Li Miloš Gligorić Raymond J. Mooney 77 45 0 04 Oct 2020
The Surprising Power of Graph Neural Networks with Random Node Initialization Ralph Abboud .Ismail .Ilkan Ceylan Martin Grohe Thomas Lukasiewicz 123 227 0 02 Oct 2020
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 166 230 0 30 Sep 2020
A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing Sanxing Chen Aidan San Xiaodong Liu Yangfeng Ji 79 8 0 30 Sep 2020
EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data I. Sukharev Valentina Shumovskaia Kirill Fedyanin Maxim Panov Dmitry Berestnev GNN 29 11 0 30 Sep 2020
Neural Topic Modeling by Incorporating Document Relationship Graph Deyu Zhou Xuemeng Hu Rui Wang 91 23 0 29 Sep 2020
Framework for Designing Filters of Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory Asif Salim S. Sumitra GNN 40 3 0 29 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 83 62 0 26 Sep 2020
Learning Graph Normalization for Graph Neural Networks Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 116 50 0 24 Sep 2020
Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective Hongwei Zhang Tijin Yan Zenjun Xie Yuanqing Xia Yuan Zhang GNN 83 24 0 24 Sep 2020
GraphCrop: Subgraph Cropping for Graph Classification Yiwei Wang Wei Wang Yuxuan Liang Yujun Cai Bryan Hooi 86 59 0 22 Sep 2020
Evolutionary Architecture Search for Graph Neural Networks Min Shi David A. Wilson Xingquan Zhu Yu Huang Zhuang Yuan Jianxun Liu Yufei Tang AI4CE 82 22 0 21 Sep 2020
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation Yujia Zheng Siyi Liu Zekun Li Shu Wu 81 37 0 21 Sep 2020
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition Tianshui Chen Liang Lin Riquan Chen X. Hui Hefeng Wu 96 157 0 20 Sep 2020
Asking Complex Questions with Multi-hop Answer-focused Reasoning Xiyao Ma Qile Zhu Yanlin Zhou Xiaolin Li D. Wu LRM 70 4 0 16 Sep 2020
Implicit Graph Neural Networks Fangda Gu Heng Chang Wenwu Zhu Somayeh Sojoudi L. Ghaoui GNN 126 150 0 14 Sep 2020
Advanced Graph-Based Deep Learning for Probabilistic Type Inference Fangke Ye Jisheng Zhao Vivek Sarkar BDL GNN 43 3 0 13 Sep 2020
Graph Neural Network based Service Function Chaining for Automatic Network Control DongNyeong Heo Stanislav Lange Heegon Kim Heeyoul Choi GNN 67 23 0 11 Sep 2020
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization Qi Zhu Carl Yang Yidan Xu Haonan Wang Chao Zhang Jiawei Han 138 120 0 11 Sep 2020
CasGCN: Predicting future cascade growth based on information diffusion graph Zhixuan Xu Minghui Qian Xiaowei Huang Jie Meng GNN 48 16 0 10 Sep 2020
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 147 122 0 06 Sep 2020
Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message Passing Ziwei Zhang Chenhao Niu Peng Cui Jian Pei Bo Zhang Wenwu Zhu 72 2 0 05 Sep 2020
TreeCaps: Tree-Based Capsule Networks for Source Code Processing Nghi D. Q. Bui Yijun Yu Lingxiao Jiang 3DPC GNN 67 39 0 05 Sep 2020
Rethinking Graph Regularization for Graph Neural Networks Han Yang Kaili Ma James Cheng AI4CE 89 74 0 04 Sep 2020
Beyond Observed Connections : Link Injection Jie Bu M. Maruf Arka Daw GNN 21 0 0 02 Sep 2020
Architectural Implications of Graph Neural Networks Zhihui Zhang Jingwen Leng Lingxiao Ma Youshan Miao Chao Li Minyi Guo GNN AI4CE 64 40 0 02 Sep 2020