Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,391 papers shown

Title
Evaluating Deep Graph Neural Networks Wentao Zhang Zeang Sheng Yuezihan Jiang Yikuan Xia Jun Gao Zhi-Xin Yang Tengjiao Wang GNN AI4CE 23 31 0 02 Aug 2021
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks Andrea Cini Ivan Marisca Cesare Alippi AI4TS AI4CE 36 103 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 26 34 0 31 Jul 2021
Evaluating the Quality of Finite Element Meshes with Machine Learning Joachim Sprave C. Drescher AI4CE 19 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 36 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 42 199 0 14 Jul 2021
Generalization of graph network inferences in higher-order graphical models Yicheng Fei Xaq Pitkow 21 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 24 31 0 10 Jul 2021
Graph-based Deep Generative Modelling for Document Layout Generation Sanket Biswas Pau Riba Josep Lladós Umapada Pal 27 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 38 114 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 60 113 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 31 180 0 02 Jul 2021
Multimodal Representation for Neural Code Search Jian Gu Zimin Chen Monperrus Martin 26 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 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 59 95 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 33 108 0 01 Jul 2021
Curvature Graph Neural Network Haifeng Li Jun Cao Jiawei Zhu Yu Liu Qing Zhu Guohua Wu 26 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 49 129 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 26 141 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 18 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 35 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 32 275 0 17 Jun 2021
PEN4Rec: Preference Evolution Networks for Session-based Recommendation Dou Hu Lingwei Wei Wei Zhou X. Huai Zhiqi Fang Songlin Hu 19 4 0 17 Jun 2021
Knowledge Graphs and Machine Learning in biased C4I applications Evangelos Paparidis Konstantinos I. Kotis 14 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 39 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 43 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 23 3 0 11 Jun 2021
Simple Graph Convolutional Networks Luca Pasa Nicoló Navarin W. Erb A. Sperduti FAtt GNN 22 4 0 10 Jun 2021
Artificial Intelligence in Drug Discovery: Applications and Techniques Jianyuan Deng Zhibo Yang Iwao Ojima Dimitris Samaras Fusheng Wang AI4TS 42 100 0 09 Jun 2021
Plan2Scene: Converting Floorplans to 3D Scenes Madhawa Vidanapathirana Qirui Wu Yasutaka Furukawa Angel X. Chang Manolis Savva 3DV 23 24 0 09 Jun 2021
Learning Pseudo-Backdoors for Mixed Integer Programs Aaron Ferber Jialin Song B. Dilkina Yisong Yue 43 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 51 191 0 04 Jun 2021
Convergent Graph Solvers Junyoung Park J. Choo Jinkyoo Park 27 13 0 03 Jun 2021
Multiresolution Equivariant Graph Variational Autoencoder Truong-Son Hy Risi Kondor 16 18 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 19 5 0 01 Jun 2021
Experiments with graph convolutional networks for solving the vertex $p$ -center problem Elisabeth Gaar Markus Sinnl GNN 28 0 0 01 Jun 2021
SPI: Automated Identification of Security Patches via Commits Yaqin Zhou J. Siow Chenyu Wang Shangqing Liu Yang Liu 19 61 0 30 May 2021
How Attentive are Graph Attention Networks? Shaked Brody Uri Alon Eran Yahav GNN 60 1,025 0 30 May 2021
Hashing-Accelerated Graph Neural Networks for Link Prediction Wei Wu Bin Li Chuan Luo Wolfgang Nejdl GNN 25 42 0 29 May 2021
Learning Graphon Autoencoders for Generative Graph Modeling Hongteng Xu P. Zhao Junzhou Huang Dixin Luo GNN 46 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 30 103 0 26 May 2021