Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,390 papers shown

Title
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks Andrea Cini Ivan Marisca Cesare Alippi AI4TS AI4CE 14 103 0 31 Jul 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction Fang Zheng Le Wang Sanping Zhou Wei Tang Zhenxing Niu N. Zheng G. Hua AI4TS 19 33 0 31 Jul 2021
Evaluating the Quality of Finite Element Meshes with Machine Learning Joachim Sprave C. Drescher AI4CE 11 4 0 22 Jul 2021
Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN Shai Ben-Assayag Ran El-Yaniv GNN 30 9 0 18 Jul 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation Jingwen Hu Yuchen Liu Jinming Zhao Qin Jin 37 199 0 14 Jul 2021
Generalization of graph network inferences in higher-order graphical models Yicheng Fei Xaq Pitkow 16 0 0 12 Jul 2021
Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN 22 31 0 10 Jul 2021
Graph-based Deep Generative Modelling for Document Layout Generation Sanket Biswas Pau Riba Josep Lladós Umapada Pal 17 3 0 09 Jul 2021
Classifying Component Function in Product Assemblies with Graph Neural Networks Vincenzo Ferrero Kaveh Hassani Daniele Grandi Bryony DuPont 15 6 0 08 Jul 2021
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 41 112 0 08 Jul 2021
Dirichlet Energy Constrained Learning for Deep Graph Neural Networks Kaixiong Zhou Xiao Shi Huang Daochen Zha Rui Chen Li Li Soo-Hyun Choi Xia Hu GNN AI4CE 27 114 0 06 Jul 2021
Recovering the Unbiased Scene Graphs from the Biased Ones Meng-Jiun Chiou Henghui Ding Hanshu Yan Changhu Wang Roger Zimmermann Jiashi Feng 46 113 0 05 Jul 2021
Introducing Self-Attention to Target Attentive Graph Neural Networks Sai Mitheran Abhinav Java Surya Kant Sahu Arshad Shaikh 21 9 0 04 Jul 2021
Combinatorial Optimization with Physics-Inspired Graph Neural Networks M. Schuetz J. K. Brubaker H. Katzgraber AI4CE 25 177 0 02 Jul 2021
Multimodal Representation for Neural Code Search Jian Gu Zimin Chen Monperrus Martin 13 43 0 02 Jul 2021
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network Maosen Li Siheng Chen Yanning Shen Ge Liu Ivor W. Tsang Ya-Qin Zhang 22 42 0 02 Jul 2021
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 54 94 0 01 Jul 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson GNN AI4CE 19 108 0 01 Jul 2021
Curvature Graph Neural Network Haifeng Li Jun Cao Jiawei Zhu Yu Liu Qing Zhu Guohua Wu 21 49 0 30 Jun 2021
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks Eli Chien Chao Pan Jianhao Peng O. Milenkovic GNN 43 128 0 24 Jun 2021
Fea2Fea: Exploring Structural Feature Correlations via Graph Neural Networks Jiaqing Xie Rex Ying GNN 20 3 0 24 Jun 2021
DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation Yifan Wang Suyao Tang Yuntong Lei Weiping Song Sheng Wang Ming Zhang 21 141 0 21 Jun 2021
Predicting Critical Nodes in Temporal Networks by Dynamic Graph Convolutional Networks Enyu Yu Yan Fu Junlin Zhou Hong-liang Sun Duanbing Chen 10 5 0 19 Jun 2021
Rotation Invariant Graph Neural Networks using Spin Convolutions Muhammed Shuaibi Adeesh Kolluru Abhishek Das Aditya Grover Anuroop Sriram Zachary W. Ulissi C. L. Zitnick AI4CE 30 67 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 27 272 0 17 Jun 2021
PEN4Rec: Preference Evolution Networks for Session-based Recommendation Dou Hu Lingwei Wei Wei Zhou X. Huai Zhiqi Fang Songlin Hu 14 4 0 17 Jun 2021
Knowledge Graphs and Machine Learning in biased C4I applications Evangelos Paparidis Konstantinos I. Kotis 9 0 0 17 Jun 2021
On the approximation capability of GNNs in node classification/regression tasks Giuseppe Alessio D’Inverno Monica Bianchini M. Sampoli F. Scarselli 31 12 0 16 Jun 2021
Memorization and Generalization in Neural Code Intelligence Models Md Rafiqul Islam Rabin Aftab Hussain Mohammad Amin Alipour Vincent J. Hellendoorn TDI 35 40 0 16 Jun 2021
Assessing the Effectiveness of Syntactic Structure to Learn Code Edit Representations Syed Arbaaz Qureshi Sonu Mehta Ranjita Bhagwan Rahul Kumar 13 3 0 11 Jun 2021
Simple Graph Convolutional Networks Luca Pasa Nicoló Navarin W. Erb A. Sperduti FAtt GNN 12 4 0 10 Jun 2021
Artificial Intelligence in Drug Discovery: Applications and Techniques Jianyuan Deng Zhibo Yang Iwao Ojima Dimitris Samaras Fusheng Wang AI4TS 26 100 0 09 Jun 2021
Plan2Scene: Converting Floorplans to 3D Scenes Madhawa Vidanapathirana Qirui Wu Yasutaka Furukawa Angel X. Chang Manolis Savva 3DV 18 24 0 09 Jun 2021
Learning Pseudo-Backdoors for Mixed Integer Programs Aaron Ferber Jialin Song B. Dilkina Yisong Yue 35 4 0 09 Jun 2021
Graph-MLP: Node Classification without Message Passing in Graph Yang Hu Haoxuan You Zhecan Wang Zhicheng Wang Erjin Zhou Yue Gao 27 108 0 08 Jun 2021
Learning by Transference: Training Graph Neural Networks on Growing Graphs J. Cerviño Luana Ruiz Alejandro Ribeiro GNN 28 18 0 07 Jun 2021
DMBGN: Deep Multi-Behavior Graph Networks for Voucher Redemption Rate Prediction Fengtong Xiao Lin Li Weinan Xu Jingyu Zhao Xiaofeng Yang Jun Lang Hao Wang 21 14 0 07 Jun 2021
Graph-based Deep Learning for Communication Networks: A Survey Weiwei Jiang GNN AI4CE 38 191 0 04 Jun 2021
Convergent Graph Solvers Junyoung Park J. Choo Jinkyoo Park 19 13 0 03 Jun 2021
Multiresolution Equivariant Graph Variational Autoencoder Truong Son-Hy Risi Kondor 16 17 0 02 Jun 2021
Parameter-Efficient Neural Question Answering Models via Graph-Enriched Document Representations Louis Castricato Stephen Fitz W. Shin GNN 37 0 0 01 Jun 2021
Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models Steven J Kommrusch Théo Barollet L. Pouchet 11 5 0 01 Jun 2021
Experiments with graph convolutional networks for solving the vertex $p$ -center problem Elisabeth Gaar Markus Sinnl GNN 23 0 0 01 Jun 2021
SPI: Automated Identification of Security Patches via Commits Yaqin Zhou J. Siow Chenyu Wang Shangqing Liu Yang Liu 11 61 0 30 May 2021
How Attentive are Graph Attention Networks? Shaked Brody Uri Alon Eran Yahav GNN 37 1,016 0 30 May 2021
Hashing-Accelerated Graph Neural Networks for Link Prediction Wei Yu Wu Bin Li Chuan Luo Wolfgang Nejdl GNN 17 42 0 29 May 2021
Learning Graphon Autoencoders for Generative Graph Modeling Hongteng Xu P. Zhao Junzhou Huang Dixin Luo GNN 38 5 0 29 May 2021
Estimating Fund-Raising Performance for Start-up Projects from a Market Graph Perspective Likang Wu Zhi Li Hongke Zhao Qi Liu Enhong Chen 36 16 0 27 May 2021
Self-Supervised Bug Detection and Repair Miltiadis Allamanis Henry Jackson-Flux Marc Brockschmidt 11 103 0 26 May 2021
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads John Thorpe Yifan Qiao Jon Eyolfson Shen Teng Guanzhou Hu ... Jinliang Wei Keval Vora Ravi Netravali Miryung Kim G. Xu GNN 20 140 0 24 May 2021