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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
A Comprehensive Survey on Graph Summarization with Graph Neural Networks Nasrin Shabani Hongzhi Zhang Amin Beheshti Quan.Z Sheng Jin Foo Venus Haghighi Ambreen Hanif Maryam Shahabikargar GNN AI4TS 115 13 0 13 Feb 2023
Exploiting Graph Structured Cross-Domain Representation for Multi-Domain Recommendation Alejandro Ariza-Casabona Bartlomiej Twardowski Tri Kurniawan Wijaya 80 5 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 21 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 55 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 109 72 0 03 Feb 2023
Predicting Molecule-Target Interaction by Learning Biomedical Network and Molecule Representations Jinjiang Guo Jie Li 49 0 0 02 Feb 2023
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 104 32 0 01 Feb 2023
Zero-One Laws of Graph Neural Networks Sam Adam-Day Theodor-Mihai Iliant .Ismail .Ilkan Ceylan GNN AI4CE 70 4 0 30 Jan 2023
Causality-based CTR Prediction using Graph Neural Networks Panyu Zhai Yanwu Yang Chun-Hui Zhang CML GNN 79 32 0 30 Jan 2023
Advanced Scaling Methods for VNF deployment with Reinforcement Learning Namjin Seo DongNyeong Heo Heeyoul Choi 30 1 0 19 Jan 2023
State of the Art and Potentialities of Graph-level Learning Zhenyu Yang Ge Zhang Hongzhi Zhang Jian Yang Quan.Z Sheng ... Charu C. Aggarwal Hao Peng Wenbin Hu Edwin R. Hancock Pietro Lio GNN AI4CE 132 15 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 58 11 0 09 Jan 2023
Boosting Neural Networks to Decompile Optimized Binaries Ying Cao Ruigang Liang Kai Chen Peiwei Hu 75 20 0 03 Jan 2023
Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection H. Sahbi Sebastien Deschamps 52 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 83 37 0 23 Dec 2022
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks Xinyi Wu Zhengdao Chen W. Wang Ali Jadbabaie 111 45 0 21 Dec 2022
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 105 10 0 20 Dec 2022
Training Lightweight Graph Convolutional Networks with Phase-field Models H. Sahbi 66 0 0 19 Dec 2022
TopoImb: Toward Topology-level Imbalance in Learning from Graphs Tianxiang Zhao Dongsheng Luo Xiang Zhang Suhang Wang AI4CE 89 12 0 16 Dec 2022
Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection Benjamin Steenhoek Hongyang Gao Wei Le 111 36 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 110 60 0 15 Dec 2022
Where To Start? Transferring Simple Skills to Complex Environments Vitalis Vosylius Edward Johns 78 13 0 12 Dec 2022
Learning Graph Algorithms With Recurrent Graph Neural Networks Florian Grötschla Joël Mathys Roger Wattenhofer GNN 63 6 0 09 Dec 2022
Frugal Reinforcement-based Active Learning Sebastien Deschamps H. Sahbi 66 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 25 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 84 11 0 05 Dec 2022
Learning Disentangled Label Representations for Multi-label Classification Jian Jia Fei He Naiyu Gao Xiaotang Chen Kaiqi Huang 95 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 Decebal Constantin Mocanu Zhangyang Wang Mykola Pechenizkiy Shiwei Liu GNN 93 15 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 65 8 0 26 Nov 2022
Molecular Joint Representation Learning via Multi-modal Information Tianyu Wu Yang Tang Qiyu Sun Luolin Xiong 62 15 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 37 11 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 91 130 0 21 Nov 2022
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation P. D. Siedler AI4CE 67 4 0 14 Nov 2022
NSNet: A General Neural Probabilistic Framework for Satisfiability Problems Zhaoyu Li X. Si BDL NAI 83 12 0 07 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 76 36 0 07 Nov 2022
Application of Graph Neural Networks and graph descriptors for graph classification J. Adamczyk FaML 93 5 0 07 Nov 2022
KGTN-ens: Few-Shot Image Classification with Knowledge Graph Ensembles Dominik Filipiak A. Fensel A. Filipowska 72 1 0 06 Nov 2022
Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations Giannis Nikolentzos Michail Chatzianastasis Michalis Vazirgiannis 57 8 0 04 Nov 2022
Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders Kiarash Zahirnia Oliver Schulte Parmis Naddaf Ke Li 98 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 74 48 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 44 3 0 27 Oct 2022
Discourse-Aware Emotion Cause Extraction in Conversations Dexin Kong Nan Yu Yun Yuan Guohong Fu Chen Gong 53 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 72 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 Clifton 42 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 146 49 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 147 34 0 21 Oct 2022
FoSR: First-order spectral rewiring for addressing oversquashing in GNNs Kedar Karhadkar P. Banerjee Guido Montúfar 107 67 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 102 2 0 20 Oct 2022
Content-based Graph Privacy Advisor Dimitrios Stoidis Andrea Cavallaro 40 4 0 20 Oct 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks Indradyumna Roy Soumen Chakrabarti A. De GNN 64 6 0 20 Oct 2022