Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,390 papers shown

Title
Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications Muhammad Arslan Manzoor S. Albarri Ziting Xian Zaiqiao Meng Preslav Nakov Shangsong Liang AI4TS 31 26 0 01 Feb 2023
Zero-One Laws of Graph Neural Networks Sam Adam-Day Theodor-Mihai Iliant .Ismail .Ilkan Ceylan GNN AI4CE 29 3 0 30 Jan 2023
Causality-based CTR Prediction using Graph Neural Networks Panyu Zhai Yanwu Yang Chun-Hui Zhang CML GNN 18 30 0 30 Jan 2023
Advanced Scaling Methods for VNF deployment with Reinforcement Learning Namjin Seo DongNyeong Heo Heeyoul Choi 18 1 0 19 Jan 2023
State of the Art and Potentialities of Graph-level Learning Zhenyu Yang Ge Zhang Jia Wu Jian Yang Quan.Z Sheng ... Charu C. Aggarwal Hao Peng Wenbin Hu Edwin R. Hancock Pietro Lio' GNN AI4CE 35 10 0 14 Jan 2023
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction Youwei Liang Kevin R. Stone A. Shameli Chris Cummins Mostafa Elhoushi ... Benoit Steiner Xiaomeng Yang P. Xie Hugh Leather Yuandong Tian 9 10 0 09 Jan 2023
Boosting Neural Networks to Decompile Optimized Binaries Ying Cao Ruigang Liang Kai Chen Peiwei Hu 31 16 0 03 Jan 2023
Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection H. Sahbi Sebastien Deschamps 23 0 0 28 Dec 2022
HAC-Net: A Hybrid Attention-Based Convolutional Neural Network for Highly Accurate Protein-Ligand Binding Affinity Prediction Gregory W. Kyro Rafael I. Brent Victor S. Batista 17 35 0 23 Dec 2022
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks X. Wu Zhengdao Chen W. Wang Ali Jadbabaie 25 38 0 21 Dec 2022
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 29 10 0 20 Dec 2022
Training Lightweight Graph Convolutional Networks with Phase-field Models H. Sahbi 24 0 0 19 Dec 2022
TopoImb: Toward Topology-level Imbalance in Learning from Graphs Tianxiang Zhao Dongsheng Luo Xiang Zhang Suhang Wang AI4CE 30 11 0 16 Dec 2022
Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection Benjamin Steenhoek Hongyang Gao Wei Le 43 27 0 15 Dec 2022
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier-Stokes Solutions F. Bonnet Jocelyn Ahmed Mazari Paola Cinnella Patrick Gallinari AI4CE 33 54 0 15 Dec 2022
Where To Start? Transferring Simple Skills to Complex Environments Vitalis Vosylius Edward Johns 19 12 0 12 Dec 2022
Learning Graph Algorithms With Recurrent Graph Neural Networks Florian Grötschla Joël Mathys Roger Wattenhofer GNN 19 6 0 09 Dec 2022
Frugal Reinforcement-based Active Learning Sebastien Deschamps H. Sahbi 16 0 0 09 Dec 2022
PyGFI: Analyzing and Enhancing Robustness of Graph Neural Networks Against Hardware Errors Ruixuan Wang Fred Lin Daniel Moore Sriram Sankar Xun Jiao 14 1 0 07 Dec 2022
Graph Convolutional Neural Networks with Diverse Negative Samples via Decomposed Determinant Point Processes Wei Duan Junyu Xuan Maoying Qiao Jie Lu 31 8 0 05 Dec 2022
Learning Disentangled Label Representations for Multi-label Classification Jian Jia Fei He Naiyu Gao Xiaotang Chen Kaiqi Huang 36 3 0 02 Dec 2022
You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets Tianjin Huang Tianlong Chen Meng Fang Vlado Menkovski Jiaxu Zhao ... Yulong Pei D. Mocanu Zhangyang Wang Mykola Pechenizkiy Shiwei Liu GNN 44 14 0 28 Nov 2022
PatchGT: Transformer over Non-trainable Clusters for Learning Graph Representations Han Gao Xuhong Han Jiaoyang Huang Jian-Xun Wang Liping Liu ViT GNN 11 8 0 26 Nov 2022
Molecular Joint Representation Learning via Multi-modal Information Tianyu Wu Yang Tang Qiyu Sun Luolin Xiong 19 14 0 25 Nov 2022
A generalized machine learning framework for brittle crack problems using transfer learning and graph neural networks Roberto Perera V. Agrawal AI4CE 16 9 0 22 Nov 2022
Intelligent Computing: The Latest Advances, Challenges and Future Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 27 117 0 21 Nov 2022
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation P. D. Siedler AI4CE 22 4 0 14 Nov 2022
NSNet: A General Neural Probabilistic Framework for Satisfiability Problems Zhaoyu Li X. Si BDL NAI 17 10 0 07 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 35 32 0 07 Nov 2022
Application of Graph Neural Networks and graph descriptors for graph classification J. Adamczyk FaML 18 5 0 07 Nov 2022
KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles Dominik Filipiak A. Fensel A. Filipowska 33 1 0 06 Nov 2022
Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations Giannis Nikolentzos Michail Chatzianastasis Michalis Vazirgiannis 18 7 0 04 Nov 2022
Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders Kiarash Zahirnia Oliver Schulte Parmis Naddaf Ke Li 29 10 0 30 Oct 2022
DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation Yifang Qin Yifan Wang Fang Sun Wei Ju Xuyang Hou Zhe Wang Jia Cheng Jun Lei Ming Zhang 33 46 0 29 Oct 2022
Multi-dimensional Edge-based Audio Event Relational Graph Representation Learning for Acoustic Scene Classification Yuanbo Hou Siyang Song Chuan Yu Yuxin Song Wenwu Wang Dick Botteldooren 39 3 0 27 Oct 2022
Discourse-Aware Emotion Cause Extraction in Conversations Dexin Kong Nan Yu Yun Yuan Guohong Fu Chen Gong 14 2 0 26 Oct 2022
Heterogeneous Information Crossing on Graphs for Session-based Recommender Systems Xiaolin Zheng Rui Wu Zhongxuan Han Chaochao Chen Lin Chen Bing Han 26 8 0 24 Oct 2022
Retrieval-Augmented Generation and Knowledge-Grounded Reasoning for Faithful Patient Discharge Instructions Fenglin Liu Bang-ju Yang Chenyu You Xian Wu Shen Ge Zhangdaihong Liu Xunhu Sun Yang Yang David A. Clifton 15 0 0 23 Oct 2022
Boosting the Cycle Counting Power of Graph Neural Networks with I $^2$ -GNNs Yinan Huang Xingang Peng Jianzhu Ma Muhan Zhang 84 47 0 22 Oct 2022
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges Mario Alfonso Prado-Romero Bardh Prenkaj Giovanni Stilo F. Giannotti CML 27 30 0 21 Oct 2022
FoSR: First-order spectral rewiring for addressing oversquashing in GNNs Kedar Karhadkar P. Banerjee Guido Montúfar 28 56 0 21 Oct 2022
Overlapping Community Detection using Dynamic Dilated Aggregation in Deep Residual GCN Md Nurul Muttakin Md. Iqbal Hossain Md Saidur Rahman GNN 17 2 0 20 Oct 2022
Content-based Graph Privacy Advisor Dimitrios Stoidis Andrea Cavallaro 11 4 0 20 Oct 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks Indradyumna Roy Soumen Chakrabarti A. De GNN 30 4 0 20 Oct 2022
TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation Pengfei Li Beiwen Tian Yongliang Shi Xiaoxue Chen Hao Zhao Guyue Zhou Ya-Qin Zhang 39 20 0 19 Oct 2022
Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel Mahalakshmi Sabanayagam P. Esser D. Ghoshdastidar 34 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 35 10 0 14 Oct 2022
Characterizing the Influence of Graph Elements Zizhang Chen Peizhao Li Hongfu Liu Pengyu Hong TDI 16 19 0 14 Oct 2022
SHINE: SubHypergraph Inductive Neural nEtwork Yuan Luo 32 13 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 35 10 0 12 Oct 2022