Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,390 papers shown

Title
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? M. Bugueño Gerard de Melo AI4CE 20 3 0 23 May 2023
Sequential Graph Neural Networks for Source Code Vulnerability Identification Ammar Ahmed Anwar Said Mudassir Shabbir X. Koutsoukos GNN 11 0 0 23 May 2023
Weakly Supervised AUC Optimization: A Unified Partial AUC Approach Zheng Xie Yu Liu Hao He Ming Li Zhi-Hua Zhou NoLa 26 4 0 23 May 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 45 23 0 23 May 2023
Instant Representation Learning for Recommendation over Large Dynamic Graphs Cheng Wu Chao-Hong Wang Jingcao Xu Ziwei Fang Tiankai Gu Changping Wang Yang Song Kai Zheng Xiaowei Wang Guorui Zhou AI4TS 32 6 0 22 May 2023
EE-TTS: Emphatic Expressive TTS with Linguistic Information Yifan Zhong Chen Zhang Xule Liu Chenxi Sun Weishan Deng Haifeng Hu Zhongqian Sun 21 3 0 20 May 2023
Edge Directionality Improves Learning on Heterophilic Graphs Emanuele Rossi Bertrand Charpentier Francesco Di Giovanni Fabrizio Frasca Stephan Günnemann Michael M. Bronstein 22 56 0 17 May 2023
Predicting COVID-19 pandemic by spatio-temporal graph neural networks: A New Zealand's study V. Nguyen Truong Son-Hy Long Tran-Thanh N. Nghiem 32 5 0 12 May 2023
AGFormer: Efficient Graph Representation with Anchor-Graph Transformer Bo Jiang Fei Xu Ziyan Zhang Jin Tang Feiping Nie 36 4 0 12 May 2023
Word Grounded Graph Convolutional Network Zhibin Lu Qianqian Xie Benyou Wang J. Nie OOD GNN 16 0 0 10 May 2023
Graph Neural Networks and 3-Dimensional Topology Pavel Putrov Song Jin Ri 27 4 0 10 May 2023
Materials Informatics: An Algorithmic Design Rule B. Bishnoi 14 0 0 05 May 2023
Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching Tim Kaler A. Iliopoulos P. Murzynowski Tao B. Schardl C. E. Leiserson Jie Chen GNN 24 15 0 04 May 2023
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning E. Lee Joyce C. Ho 29 2 0 04 May 2023
Transferability of coVariance Neural Networks and Application to Interpretable Brain Age Prediction using Anatomical Features Saurabh Sihag Fangchang Ma Corey McMillan Angela Dai 43 3 0 02 May 2023
BrainNPT: Pre-training of Transformer networks for brain network classification Jinlong Hu Ya-Lin Huang Nan Wang Shoubin Dong ViT MedIm 26 6 0 02 May 2023
Performance Optimization using Multimodal Modeling and Heterogeneous GNN Akashnil Dutta J. Alcaraz Ali TehraniJamsaz E. César A. Sikora Ali Jannesari 20 10 0 25 Apr 2023
Graph Neural Networks for Text Classification: A Survey Kunze Wang Yihao Ding S. Han FaML GNN 26 25 0 23 Apr 2023
Medium. Permeation: SARS-COV-2 Painting Creation by Generative Model Yuanfu Yang Iuan-Kai Fang Min Sun S. Hsu MedIm 41 0 0 22 Apr 2023
What Do GNNs Actually Learn? Towards Understanding their Representations Giannis Nikolentzos Michail Chatzianastasis Michalis Vazirgiannis GNN AI4CE 18 0 0 21 Apr 2023
Smart Learning to Find Dumb Contracts (Extended Version) Tamer Abdelaziz Aquinas Hobor 18 5 0 21 Apr 2023
Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick Xiyuan Wang Pan Li Muhan Zhang AI4CE 33 4 0 20 Apr 2023
NPS: A Framework for Accurate Program Sampling Using Graph Neural Network Yuanwei Fang Zihao Liu YanHeng Lu Jiawei Liu Jiajie Li Yingqi Jin Jing Chen Yen-kuang Chen Hongzhong Zheng Yuan Xie MLAU 21 2 0 18 Apr 2023
An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph Nafis Tanveer Islam G. Parra Dylan Manuel E. Bou-Harb Peyman Najafirad 23 8 0 17 Apr 2023
Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data D. Klepl F. He M. Wu D. Blackburn P. Sarrigiannis 27 22 0 12 Apr 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 39 14 0 12 Apr 2023
SGDP: A Stream-Graph Neural Network Based Data Prefetcher Yiyuan Yang Rongshang Li Qiquan Shi Xijun Li Gang Hu Xing Li M. Yuan AI4TS 14 5 0 07 Apr 2023
A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material Mengchun Zhang Maryam Qamar Taegoo Kang Yuna Jung Chenshuang Zhang Sung-Ho Bae Chaoning Zhang DiffM MedIm 38 44 0 04 Apr 2023
DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection Yizheng Chen Zhoujie Ding Lamya Alowain Xinyun Chen David A. Wagner AAML 23 125 0 01 Apr 2023
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis Haoyu He Yuede Ji H. H. Huang 27 20 0 26 Mar 2023
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) U. Nazir W. Islam M. Taj 20 3 0 25 Mar 2023
Distill n' Explain: explaining graph neural networks using simple surrogates Tamara A. Pereira Erik Nasciment Lucas Resck Diego Mesquita Amauri Souza 29 15 0 17 Mar 2023
Causal Temporal Graph Convolutional Neural Networks (CTGCN) Abigail Langbridge Fearghal O'Donncha Amadou Ba Fabio Lorenzi Christopher Lohse J. Ploennigs GNN 22 1 0 16 Mar 2023
Performance Embeddings: A Similarity-based Approach to Automatic Performance Optimization Lukas Trumper Tal Ben-Nun Philipp Schaad A. Calotoiu Torsten Hoefler 40 0 0 14 Mar 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models Kechi Zhang Zhuo Li Zhi Jin Ge Li 29 7 0 14 Mar 2023
xASTNN: Improved Code Representations for Industrial Practice Zhiwei Xu Min Zhou Xibin Zhao Yang Chen Xi Cheng Hongyu Zhang AI4TS 29 5 0 13 Mar 2023
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules Samuel Goldman John Bradshaw Jiayi Xin Connor W. Coley 27 13 0 11 Mar 2023
Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models? Boris Knyazev Doha Hwang Simon Lacoste-Julien AI4CE 31 17 0 07 Mar 2023
Graph Neural Networks in Vision-Language Image Understanding: A Survey Henry Senior Greg Slabaugh Shanxin Yuan Luca Rossi GNN 33 13 0 07 Mar 2023
Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks Jinsong Wang K. Loparo 16 0 0 06 Mar 2023
Diffusing Graph Attention Daniel Glickman Eran Yahav GNN 47 3 0 01 Mar 2023
IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction Dekai Zhu Guangyao Zhai Yan Di Fabian Manhardt Hendrik Berkemeyer Tuan Tran Nassir Navab F. Tombari Benjamin Busam 18 17 0 01 Mar 2023
Learnable Topological Features for Phylogenetic Inference via Graph Neural Networks Cheng Zhang 20 14 0 17 Feb 2023
Search to Capture Long-range Dependency with Stacking GNNs for Graph Classification Lanning Wei Zhiqiang He Huan Zhao Quanming Yao 29 16 0 17 Feb 2023
A Comprehensive Survey on Graph Summarization with Graph Neural Networks Nasrin Shabani Jia Wu Amin Beheshti Quan.Z Sheng Jin Foo Venus Haghighi Ambreen Hanif Maryam Shahabikargar GNN AI4TS 40 12 0 13 Feb 2023
Exploiting Graph Structured Cross-Domain Representation for Multi-Domain Recommendation Alejandro Ariza-Casabona Bartlomiej Twardowski Tri Kurniawan Wijaya 29 4 0 12 Feb 2023
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation Yuan Cao Xudong Zhang Fan Zhang Feifei Kou Josiah Poon Xiongnan Jin Yongheng Wang Jinpeng Chen 8 2 0 08 Feb 2023
CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back Zhongxin Liu Zhijie Tang Xin Xia Xiaohu Yang SSL 11 21 0 08 Feb 2023
Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing Yunchong Song Cheng Zhou Xinbing Wang Zhouhan Lin 32 63 0 03 Feb 2023
Predicting Molecule-Target Interaction by Learning Biomedical Network and Molecule Representations Jinjiang Guo Jie Li 27 0 0 02 Feb 2023