Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

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Title
AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray Nkechinyere N. Agu Joy T. Wu Hanqing Chao Ismini Lourentzou Arjun Sharma Mehdi Moradi Pingkun Yan James A. Hendler 20 34 0 20 May 2021
Towards Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM Framework Junxiang Wang Hongyi Li Zheng Chai Yongchao Wang Yue Cheng Liang Zhao MQ 18 3 0 20 May 2021
Graph-Free Knowledge Distillation for Graph Neural Networks Xiang Deng Zhongfei Zhang 34 65 0 16 May 2021
Graph Feature Gating Networks Wei Jin Xiaorui Liu Yao Ma Tyler Derr Charu C. Aggarwal Jiliang Tang 40 0 0 10 May 2021
Graph Attention Networks with Positional Embeddings Liheng Ma Reihaneh Rabbany Adriana Romero Soriano GNN 30 235 0 09 May 2021
FedGL: Federated Graph Learning Framework with Global Self-Supervision Chuan Chen Weibo Hu Ziyue Xu Zibin Zheng FedML 27 54 0 07 May 2021
Cascade Image Matting with Deformable Graph Refinement Zijian Yu Xuhui Li Huijuan Huang Wen Zheng Li Chen 3DH 29 14 0 06 May 2021
Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs Saurav Manchanda Da Zheng George Karypis GNN 19 5 0 03 May 2021
Graph Neural Networks for Traffic Forecasting João Rico J. Barateiro Arlindo L. Oliveira AI4TS AI4CE 18 12 0 27 Apr 2021
Genetic Constrained Graph Variational Autoencoder for COVID-19 Drug Discovery Tianyue Cheng T. Fan Landi Wang 17 0 0 23 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 39 14 0 23 Apr 2021
Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning R. Winter Frank Noé Djork-Arné Clevert BDL SSL 19 23 0 20 Apr 2021
Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition Konstantinos Papadopoulos Anis Kacem Abd El Rahman Shabayek Djamila Aouada CVBM 3DH 12 8 0 19 Apr 2021
Bayesian graph convolutional neural networks via tempered MCMC Rohitash Chandra A. Bhagat Manavendra Maharana P. Krivitsky GNN BDL 23 16 0 17 Apr 2021
SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network Mingmei Cheng Le Hui Jin Xie Jian Yang 3DPC 22 94 0 16 Apr 2021
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models Benedek Rozemberczki P. Scherer Yixuan He G. Panagopoulos Alexander Riedel ... Oliver Kiss Ferenc Béres Guzmán López Nicolas Collignon Rik Sarkar AI4CE 29 199 0 15 Apr 2021
Lorentzian Graph Convolutional Networks Yiding Zhang Xiao Wang C. Shi Nian Liu Guojie Song 29 96 0 15 Apr 2021
Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis Yixuan Zhou Changhe Song Jingbei Li Zhiyong Wu Yanyao Bian Dan Su Helen Meng 41 6 0 14 Apr 2021
Quadratic GCN for Graph Classification Omer Nagar Shoval Frydman Ori Hochman Y. Louzoun GNN 11 4 0 14 Apr 2021
Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction Yingfang Yuan Wenjun Wang Wei Pang 8 7 0 13 Apr 2021
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning Ning Liu Songlei Jian Dongsheng Li Yiming Zhang Zhiquan Lai Hongzuo Xu 26 30 0 13 Apr 2021
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser Zhi Chen Lu Chen Yanbin Zhao Ruisheng Cao Zihan Xu Su Zhu Kai Yu 32 54 0 10 Apr 2021
High-Throughput Virtual Screening of Small Molecule Inhibitors for SARS-CoV-2 Protein Targets with Deep Fusion Models Garrett A. Stevenson Derek Jones Hyojin Kim W. D. Bennett B. Bennion ... A. Zemla Xiaohua Zhang Fangqiang Zhu F. Lightstone Jonathan E. Allen 8 15 0 09 Apr 2021
FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search Chunnan Wang Bozhou Chen Geng Li Hongzhi Wang FedML GNN 13 17 0 09 Apr 2021
Graph Partitioning and Sparse Matrix Ordering using Reinforcement Learning and Graph Neural Networks Alice Gatti Zhixiong Hu Tess E. Smidt E. Ng P. Ghysels 14 8 0 08 Apr 2021
DyGCN: Dynamic Graph Embedding with Graph Convolutional Network Zeyu Cui Zekun Li Shu Wu Xiaoyu Zhang Qiang Liu Liang Wang Mengmeng Ai GNN 4 12 0 07 Apr 2021
mSHINE: A Multiple-meta-paths Simultaneous Learning Framework for Heterogeneous Information Network Embedding Xinyi Zhang Lihu Chen 17 4 0 06 Apr 2021
Learning Spatial Context with Graph Neural Network for Multi-Person Pose Grouping Jiahao Lin G. Lee 3DH 25 2 0 06 Apr 2021
Medical Entity Disambiguation Using Graph Neural Networks Alina Vretinaris Chuan Lei Vasilis Efthymiou X. Qin Fatma Özcan 30 36 0 03 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 185 214 0 01 Apr 2021
Unified Graph Structured Models for Video Understanding Anurag Arnab Chen Sun Cordelia Schmid 35 44 0 29 Mar 2021
Graph-based Facial Affect Analysis: A Review Yang Liu Xingming Zhang Yante Li Jinzhao Zhou Xin-hui Li Guoying Zhao CVBM 46 24 0 29 Mar 2021
Context-aware short-term interest first model for session-based recommendation Haomei Duan Jinghua Zhu 6 1 0 29 Mar 2021
Contextual Scene Augmentation and Synthesis via GSACNet Mohammad Keshavarzi Flaviano Christian Reyes R. Shrivastava Oladapo Afolabi Luisa Caldas An Yang 3DPC 32 4 0 29 Mar 2021
Embedding API Dependency Graph for Neural Code Generation Chen Lyu Ruyun Wang Hongyu Zhang Hanwen Zhang Songlin Hu GNN 31 20 0 29 Mar 2021
Tensor Networks for Multi-Modal Non-Euclidean Data Y. Xu Kriton Konstantinidis Danilo P. Mandic 11 1 0 27 Mar 2021
Congestion-aware Multi-agent Trajectory Prediction for Collision Avoidance Xu Xie Chi Zhang Yixin Zhu Ying Nian Wu Song-Chun Zhu 18 36 0 26 Mar 2021
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting Ye Yuan Xinshuo Weng Yanglan Ou Kris M. Kitani AI4TS 45 442 0 25 Mar 2021
deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search Chen Zeng Yue Yu Shanshan Li Xin Xia Zhiming Wang Mingyang Geng Linxiao Bai Wei Dong Xiangke Liao GNN 42 36 0 24 Mar 2021
Variable Name Recovery in Decompiled Binary Code using Constrained Masked Language Modeling Pratyay Banerjee Kuntal Kumar Pal Fish Wang Chitta Baral 25 13 0 23 Mar 2021
Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach Rui Xie Wei Ye Jinan Sun Shikun Zhang 22 26 0 21 Mar 2021
Language-Agnostic Representation Learning of Source Code from Structure and Context Daniel Zügner Tobias Kirschstein Michele Catasta J. Leskovec Stephan Günnemann 30 119 0 21 Mar 2021
Diversified Multiscale Graph Learning with Graph Self-Correction Yuzhao Chen Yatao Bian Jiying Zhang Xi Xiao Tingyang Xu Yu Rong Junzhou Huang 14 5 0 17 Mar 2021
Pose-GNN : Camera Pose Estimation System Using Graph Neural Networks Ahmed M. Elmoogy Xiaodai Dong Tao Lu Robert Westendorp K. Reddy 18 9 0 17 Mar 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 33 221 0 17 Mar 2021
On the Equivalence Between Temporal and Static Graph Representations for Observational Predictions Jianfei Gao Bruno Ribeiro 29 11 0 12 Mar 2021
Improving Sequential Recommendation with Attribute-augmented Graph Neural Networks Xinzhou Dong Beihong Jin Wei Zhuo Beibei Li Taofeng Xue 17 5 0 10 Mar 2021
Sampling methods for efficient training of graph convolutional networks: A survey Xin Liu Yurui Lai Lei Deng Guoqi Li Xiaochun Ye Xiaochun Ye GNN 29 100 0 10 Mar 2021
Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks George Dasoulas Kevin Scaman Aladin Virmaux GNN 24 40 0 08 Mar 2021
Learning Graph Neural Networks with Positive and Unlabeled Nodes Man Wu Shirui Pan Lan Du Xingquan Zhu 27 33 0 08 Mar 2021