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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
TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation Pengfei Li Beiwen Tian Yongliang Shi Xiaoxue Chen Hao Zhao Guyue Zhou Ya Zhang 120 22 0 19 Oct 2022
Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel Mahalakshmi Sabanayagam Pascal Esser Debarghya Ghoshdastidar 134 2 0 18 Oct 2022
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again Ajay Jaiswal Peihao Wang Tianlong Chen Justin F. Rousseau Ying Ding Zhangyang Wang 79 10 0 14 Oct 2022
Characterizing the Influence of Graph Elements Zizhang Chen Peizhao Li Hongfu Liu Pengyu Hong TDI 55 23 0 14 Oct 2022
SHINE: SubHypergraph Inductive Neural nEtwork Yuan Luo 116 14 0 13 Oct 2022
Explore Contextual Information for 3D Scene Graph Generation Yu-An Liu Chengjiang Long Zhaoxuan Zhang Bo Liu Qiang Zhang Baocai Yin Xin Yang 129 11 0 12 Oct 2022
Weisfeiler-Lehman goes Dynamic: An Analysis of the Expressive Power of Graph Neural Networks for Attributed and Dynamic Graphs Silvia Beddar-Wiesing Giuseppe Alessio D’Inverno C. Graziani Veronica Lachi Alice Moallemy-Oureh F. Scarselli J. M. Thomas 70 10 0 08 Oct 2022
MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation Zeming Dong Qiang Hu Yuejun Guo Maxime Cordy Mike Papadakis Zhenya Zhang Yves Le Traon Jianjun Zhao 73 8 0 06 Oct 2022
On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing Zeming Dong Qiang Hu Zhenya Zhang Yuejun Guo Maxime Cordy Mike Papadakis Yves Le Traon Jianjun Zhao 96 3 0 06 Oct 2022
Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples Wei Duan Junyu Xuan Maoying Qiao Jie Lu SSL 68 39 0 03 Oct 2022
Gradient Gating for Deep Multi-Rate Learning on Graphs T. Konstantin Rusch B. Chamberlain Michael W. Mahoney Michael M. Bronstein Siddhartha Mishra 125 59 0 02 Oct 2022
Towards General-Purpose Representation Learning of Polygonal Geometries Gengchen Mai C. Jiang Weiwei Sun Rui Zhu Yao Xuan Ling Cai K. Janowicz Stefano Ermon Ni Lao 84 38 0 29 Sep 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 139 82 0 27 Sep 2022
MARS: A Motif-based Autoregressive Model for Retrosynthesis Prediction Jiahan Liu Chao-chao Yan Yang Yu Chan Lu Junzhou Huang Le Ou-Yang P. Zhao 80 15 0 27 Sep 2022
Material Prediction for Design Automation Using Graph Representation Learning Shijie Bian Daniele Grandi Kaveh Hassani Elliot Sadler Bodia Borijin ... Andrew Wang Thomas Lu R. Otis Nhut Ho Bingbing Li AI4CE 84 4 0 26 Sep 2022
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review Guixiang Ma Vy A. Vo Ted Willke Nesreen Ahmed 87 1 0 22 Sep 2022
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning Eunkyu Oh Taehun Kim Minsoo Kim Yunhu Ji Sushil Khyalia 40 1 0 22 Sep 2022
DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-shot Transfer the Dynamic Response of Networked Systems Yixuan Sun Christian Moya Guang Lin Meng Yue GNN 119 9 0 21 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip Torr GNN 72 1 0 20 Sep 2022
Predicting Protein-Ligand Binding Affinity via Joint Global-Local Interaction Modeling Yang Zhang G. Zhou Zhewei Wei Hongteng Xu 70 10 0 18 Sep 2022
Infrared: A Meta Bug Detector Chi Zhang Yu Wang Linzhang Wang 58 1 0 18 Sep 2022
SPGP: Structure Prototype Guided Graph Pooling Sangseon Lee Dohoon Lee Yinhua Piao Sun Kim 62 1 0 16 Sep 2022
Towards Better Generalization with Flexible Representation of Multi-Module Graph Neural Networks Hyungeun Lee Kijung Yoon AI4CE 85 2 0 14 Sep 2022
FaceTopoNet: Facial Expression Recognition using Face Topology Learning Mojtaba Kolahdouzi Alireza Sepas-Moghaddam Ali Etemad 3DH CVBM 55 10 0 13 Sep 2022
Smart Contract Vulnerability Detection Technique: A Survey Peng Qian Zhenguang Liu Qinming He Butian Huang Duanzheng Tian Xun Wang 61 58 0 13 Sep 2022
A new Reinforcement Learning framework to discover natural flavor molecules Luana P. Queiroz C. Rebello É. Costa Vinícius V. Santana Bruno C. L. Rodrigues A. Rodrigues A. M. Ribeiro Idelfonso B. R. Nogueira 58 1 0 13 Sep 2022
Graph Neural Networks for Molecules Yuyang Wang Zijie Li A. Farimani GNN AI4CE 164 29 0 12 Sep 2022
Graph Neural Modeling of Network Flows Victor-Alexandru Darvariu Stephen Hailes Mirco Musolesi GNN 55 4 0 12 Sep 2022
SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization Asish Bera Zachary Wharton Yonghuai Liu Nikolaos Bessis Ardhendu Behera 93 55 0 05 Sep 2022
Models and Benchmarks for Representation Learning of Partially Observed Subgraphs Dongkwan Kim Jiho Jin Jaimeen Ahn Alice Oh 130 3 0 01 Sep 2022
Large-Scale Auto-Regressive Modeling Of Street Networks Michael Birsak Tom Kelly W. Para Peter Wonka GNN AI4TS 46 6 0 01 Sep 2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions Bowen Qin Binyuan Hui Lihan Wang Min Yang Jinyang Li ... Rongyu Cao Jian Sun Luo Si Fei Huang Yongbin Li LMTD 111 58 0 29 Aug 2022
TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks H. Samoaa Antonio Longa Mazen Mohamad M. Chehreghani Philipp Leitner GNN 118 10 0 25 Aug 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 70 64 0 24 Aug 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect Naihao Deng Yulong Chen Yue Zhang 85 54 0 22 Aug 2022
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement Zhi-Qi Cheng Qianwen Dai Siyao Li Teruko Mitamura Alexander G. Hauptmann 72 37 0 18 Aug 2022
Learning Program Representations with a Tree-Structured Transformer Wenhan Wang Kechi Zhang Ge Li Shangqing Liu Anran Li Zhi Jin Yang Liu 73 5 0 18 Aug 2022
A Library for Representing Python Programs as Graphs for Machine Learning David Bieber Kensen Shi Petros Maniatis Charles Sutton Vincent J. Hellendoorn Daniel D. Johnson Daniel Tarlow GNN AI4CE 60 5 0 15 Aug 2022
EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph Model Yirui Liu Xinghao Qiao Liying Wang Jessica Lam BDL 88 3 0 12 Aug 2022
Multi-View Pre-Trained Model for Code Vulnerability Identification Xuxia Jiang Yinhao Xiao Jun Wang Wei Zhang 53 1 0 10 Aug 2022
Motif-based Graph Representation Learning with Application to Chemical Molecules Yifei Wang Shiyang Chen Guobin Chen Ethan Shurberg Hang Liu Pengyu Hong GNN 64 14 0 09 Aug 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions Nikolaos Karalias Joshua Robinson Andreas Loukas Stefanie Jegelka 130 9 0 08 Aug 2022
CSSAM:Code Search via Attention Matching of Code Semantics and Structures Yitao Hu Bowen Cai Yaoxiang Yu 53 4 0 08 Aug 2022
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction Maosen Li Siheng Chen Zijing Zhang Lingxi Xie Qi Tian Ya Zhang 3DH 125 50 0 31 Jul 2022
Geometric deep learning for computational mechanics Part II: Graph embedding for interpretable multiscale plasticity Nikolaos N. Vlassis WaiChing Sun AI4CE 74 34 0 30 Jul 2022
Code Comment Inconsistency Detection with BERT and Longformer Theo Steiner Rui Zhang 73 6 0 29 Jul 2022
A Survey of Learning on Small Data: Generalization, Optimization, and Challenge Xiaofeng Cao Weixin Bu Sheng-Jun Huang Minling Zhang Ivor W. Tsang Yew-Soon Ong James T. Kwok 99 1 0 29 Jul 2022
Neural-Guided RuntimePrediction of Planners for Improved Motion and Task Planning with Graph Neural Networks S. Odense Kamal Gupta W. Macready 77 2 0 29 Jul 2022
Planning and Learning: Path-Planning for Autonomous Vehicles, a Review of the Literature Kevin Osanlou Christophe Guettier Tristan Cazenave Éric Jacopin 73 3 0 26 Jul 2022
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning Qianhui Men Clare Teng L. Drukker A. Papageorghiou A. Noble 68 8 0 26 Jul 2022