Graph Capsule Convolutional Neural Networks

21 May 2018

Papers citing "Graph Capsule Convolutional Neural Networks"

50 / 61 papers shown

Title
A Talent-infused Policy-gradient Approach to Efficient Co-Design of Morphology and Task Allocation Behavior of Multi-Robot Systems Prajit KrisshnaKumar Steve Paul Souma Chowdhury 58 0 0 27 Nov 2024
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning Xinxu Wei Xi Lin Haiyun Liu Shixuan Zhao Yongjie Li 23 0 0 17 Sep 2024
A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility Prithvi Poddar Steve Paul Souma Chowdhury AI4TS 30 0 0 16 Jul 2024
Towards Physically Talented Aerial Robots with Tactically Smart Swarm Behavior thereof: An Efficient Co-design Approach Prajit KrisshnaKumar Steve Paul Hemanth Manjunatha Mary Corra Ehsan Esfahani Souma Chowdhury 24 1 0 24 Jun 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks Sabarish Krishna Moorthy Jithin Jagannath 32 2 0 27 May 2024
SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling Zehao Dong Muhan Zhang Yixin Chen 43 0 0 21 Apr 2024
Bigraph Matching Weighted with Learnt Incentive Function for Multi-Robot Task Allocation Steve Paul Nathan Maurer Souma Chowdhury 13 0 0 11 Mar 2024
Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy Zehao Dong Yixin Chen Hiram Gay Yao Hao Geoff Hugo Pamela Samson Tianyu Zhao 37 0 0 11 Feb 2024
Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties Steve Paul Jhoel Witter Souma Chowdhury AI4TS 32 2 0 09 Jan 2024
CktGNN: Circuit Graph Neural Network for Electronic Design Automation Zehao Dong Weidong Cao Muhan Zhang Dacheng Tao Yixin Chen Xuan Zhang GNN 34 30 0 31 Aug 2023
The Expressive Power of Graph Neural Networks: A Survey Bingxue Zhang Changjun Fan Shixuan Liu Kuihua Huang Xiang Zhao Jin-Yu Huang Zhong Liu 40 19 0 16 Aug 2023
AGFormer: Efficient Graph Representation with Anchor-Graph Transformer Bo Jiang Fei Xu Ziyan Zhang Jin Tang Feiping Nie 31 4 0 12 May 2023
Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction Steve Paul Wenyuan Li B. Smyth Yuzhou Chen Yulia R. Gel Souma Chowdhury 12 7 0 15 Mar 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
A Multi-scale Graph Signature for Persistence Diagrams based on Return Probabilities of Random Walks Chau Pham Trung D. Q. Dang Peter Chin 62 1 0 28 Sep 2022
Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling Zehao Dong Heming Zhang Yixin Chen Philip R. O. Payne Fuhai Li GNN 38 16 0 19 Sep 2022
Hierarchical Capsule Prediction Network for Marketing Campaigns Effect Zhixuan Chu Hui Ding Guang Zeng Yuchen Huang T. Yan Yulin Kang Sheng R. Li 18 7 0 22 Aug 2022
Graph-level Neural Networks: Current Progress and Future Directions Ge Zhang Jia Wu Jian Yang Shan Xue Wenbin Hu Chuan Zhou Hao Peng Quan.Z Sheng Charu C. Aggarwal GNN AI4CE 38 0 0 31 May 2022
Learning Scalable Policies over Graphs for Multi-Robot Task Allocation using Capsule Attention Networks Steve Paul P. Ghassemi Souma Chowdhury 16 22 0 06 May 2022
Unified GCNs: Towards Connecting GCNs with CNNs Ziyan Zhang Bo Jiang Bin Luo GNN 23 1 0 26 Apr 2022
Distribution Preserving Graph Representation Learning Chengsheng Mao Yuan Luo 11 0 0 27 Feb 2022
What Functions Can Graph Neural Networks Generate? Mohammad Fereydounian Hamed Hassani Amin Karbasi 17 4 0 17 Feb 2022
A Variational Edge Partition Model for Supervised Graph Representation Learning Yingying He Chaojie Wang Hao Zhang Bo Chen Mingyuan Zhou 19 5 0 07 Feb 2022
Capsule Graph Neural Networks with EM Routing Yu Lei Jing Zhang GNN 18 5 0 18 Oct 2021
DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation Yifan Wang Suyao Tang Yuntong Lei Weiping Song Sheng Wang Ming Zhang 19 141 0 21 Jun 2021
Revisiting 2D Convolutional Neural Networks for Graph-based Applications Yecheng Lyu Xinming Huang Ziming Zhang GNN 23 4 0 23 May 2021
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism Qingyun Sun Jianxin Li Hao Peng Jia Wu Yuanxing Ning Phillip S. Yu Lifang He 14 162 0 20 Jan 2021
Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification Piotr Koniusz Hongguang Zhang 37 56 0 27 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020
Hierarchical Graph Capsule Network Jinyu Yang P. Zhao Yu Rong Chao-chao Yan Chunyuan Li Hehuan Ma Junzhou Huang 19 30 0 16 Dec 2020
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification Rui Yang Wenrui Dai Chenglin Li Junni Zou H. Xiong 20 20 0 07 Dec 2020
Interpretable Graph Capsule Networks for Object Recognition Jindong Gu Volker Tresp FAtt 9 36 0 03 Dec 2020
Towards Expressive Graph Representation Chengsheng Mao Liang Yao Yuan Luo 19 2 0 12 Oct 2020
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search Jovita Lukasik David Friede Arber Zela Frank Hutter M. Keuper 21 19 0 09 Oct 2020
Quaternion Graph Neural Networks D. Q. Nguyen T. Nguyen Dinh Q. Phung GNN 17 32 0 12 Aug 2020
Multi-view adaptive graph convolutions for graph classification Nikolas Adaloglou N. Vretos P. Daras 11 10 0 24 Jul 2020
Second-Order Pooling for Graph Neural Networks Zhengyang Wang Shuiwang Ji GNN 19 80 0 20 Jul 2020
Segmented Graph-Bert for Graph Instance Modeling Jiawei Zhang SSeg 25 6 0 09 Feb 2020
Graph Attentional Autoencoder for Anticancer Hyperfood Prediction Guadalupe Gonzalez Shunwang Gong I. Laponogov Kirill Veselkov M. Bronstein GNN 16 3 0 16 Jan 2020
Coloring graph neural networks for node disambiguation George Dasoulas Ludovic Dos Santos Kevin Scaman Aladin Virmaux 14 81 0 12 Dec 2019
A Hierarchy of Graph Neural Networks Based on Learnable Local Features M. Li Meng Dong Jiawei Zhou Alexander M. Rush AI4CE GNN 28 7 0 13 Nov 2019
Graph Analysis and Graph Pooling in the Spatial Domain M. Rahmani M. Liakata GNN 21 3 0 03 Oct 2019
Universal Graph Transformer Self-Attention Networks D. Q. Nguyen T. Nguyen Dinh Q. Phung ViT 26 63 0 26 Sep 2019
Learning Universal Graph Neural Network Embeddings With Aid Of Transfer Learning Saurabh Verma Zhi-Li Zhang FedML GNN SSL 20 9 0 22 Sep 2019
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation Shuo-feng Zhang Lei Xie GNN 21 55 0 04 Jul 2019
Graph Star Net for Generalized Multi-Task Learning H. Lu Seth H. Huang Tian Ye Xiuyan Guo GNN 20 46 0 21 Jun 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Hao Peng Jianxin Li Qiran Gong Senzhang Wang Lifang He Bo Li Lihong Wang Philip S. Yu GNN 14 141 0 09 Jun 2019
Mutual Information Maximization in Graph Neural Networks Xinhan Di Pengqian Yu Rui Bu Mingchao Sun 19 21 0 21 May 2019
PiNet: A Permutation Invariant Graph Neural Network for Graph Classification Peter Meltzer Marcelo Daniel Gutierrez Mallea Peter J Bentley GNN 12 12 0 08 May 2019
Stability and Generalization of Graph Convolutional Neural Networks Saurabh Verma Zhi-Li Zhang GNN MLT 11 153 0 03 May 2019