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1805.08090
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Graph Capsule Convolutional Neural Networks
21 May 2018
Saurabh Verma
Zhi-Li Zhang
GNN
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Papers citing
"Graph Capsule Convolutional Neural Networks"
50 / 62 papers shown
Automated Generation of Diverse Courses of Actions for Multi-Agent Operations using Binary Optimization and Graph Learning
Prithvi Poddar
Ehsan Esfahani
Karthik Dantu
Souma Chowdhury
AI4CE
193
0
0
24 Jun 2025
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
303
0
0
27 Nov 2024
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning
Xinxu Wei
Xi Lin
Haiyun Liu
Shixuan Zhao
Yongjie Li
248
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
228
2
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
260
1
0
24 Jun 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks
Sabarish Krishna Moorthy
Jithin Jagannath
363
16
0
27 May 2024
SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling
Zehao Dong
Muhan Zhang
Yixin Chen
235
0
0
21 Apr 2024
Bigraph Matching Weighted with Learnt Incentive Function for Multi-Robot Task Allocation
IEEE International Conference on Robotics and Automation (ICRA), 2024
Steve Paul
Nathan Maurer
Souma Chowdhury
221
2
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
199
0
0
11 Feb 2024
Graph Learning-based Fleet Scheduling for Urban Air Mobility under Operational Constraints, Varying Demand & Uncertainties
ACM Symposium on Applied Computing (SAC), 2024
Steve Paul
Jhoel Witter
Souma Chowdhury
AI4TS
262
6
0
09 Jan 2024
CktGNN: Circuit Graph Neural Network for Electronic Design Automation
International Conference on Learning Representations (ICLR), 2023
Zehao Dong
Weidong Cao
Muhan Zhang
Dacheng Tao
Yixin Chen
Xuan Zhang
GNN
349
75
0
31 Aug 2023
The Expressive Power of Graph Neural Networks: A Survey
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Bingxue Zhang
Changjun Fan
Shixuan Liu
Kuihua Huang
Xiang Zhao
Jin-Yu Huang
Zhong Liu
568
46
0
16 Aug 2023
AGFormer: Efficient Graph Representation with Anchor-Graph Transformer
Bo Jiang
Fei Xu
Ziyan Zhang
Jin Tang
Feiping Nie
238
8
0
12 May 2023
Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction
IEEE International Conference on Robotics and Automation (ICRA), 2023
Steve Paul
Wenyuan Li
B. Smyth
Yuzhou Chen
Yulia R. Gel
Souma Chowdhury
298
13
0
15 Mar 2023
State of the Art and Potentialities of Graph-level Learning
ACM Computing Surveys (ACM Comput. Surv.), 2023
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
336
28
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
291
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
305
20
0
19 Sep 2022
Hierarchical Capsule Prediction Network for Marketing Campaigns Effect
International Conference on Information and Knowledge Management (CIKM), 2022
Zhixuan Chu
Hui Ding
Guang Zeng
Yuchen Huang
T. Yan
Yulin Kang
Sheng Li
194
9
0
22 Aug 2022
Graph-level Neural Networks: Current Progress and Future Directions
Ge Zhang
Hongzhi Zhang
Jian Yang
Shan Xue
Wenbin Hu
Chuan Zhou
Hao Peng
Quan.Z Sheng
Charu C. Aggarwal
GNN
AI4CE
238
0
0
31 May 2022
Learning Scalable Policies over Graphs for Multi-Robot Task Allocation using Capsule Attention Networks
IEEE International Conference on Robotics and Automation (ICRA), 2022
Steve Paul
P. Ghassemi
Souma Chowdhury
220
34
0
06 May 2022
Unified GCNs: Towards Connecting GCNs with CNNs
Ziyan Zhang
Bo Jiang
Bin Luo
GNN
176
1
0
26 Apr 2022
Distribution Preserving Graph Representation Learning
Chengsheng Mao
Yuan Luo
164
0
0
27 Feb 2022
What Functions Can Graph Neural Networks Generate?
Mohammad Fereydounian
Hamed Hassani
Amin Karbasi
219
5
0
17 Feb 2022
A Variational Edge Partition Model for Supervised Graph Representation Learning
Neural Information Processing Systems (NeurIPS), 2022
Yingying He
Chaojie Wang
Hao Zhang
Bo Chen
Mingyuan Zhou
347
6
0
07 Feb 2022
Capsule Graph Neural Networks with EM Routing
Yu Lei
Jing Zhang
GNN
185
5
0
18 Oct 2021
DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation
International Conference on Information and Knowledge Management (CIKM), 2020
Yifan Wang
Suyao Tang
Yuntong Lei
Weiping Song
Sheng Wang
Ming Zhang
282
174
0
21 Jun 2021
Revisiting 2D Convolutional Neural Networks for Graph-based Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Yecheng Lyu
Xinming Huang
Ziming Zhang
GNN
211
8
0
23 May 2021
SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism
The Web Conference (WWW), 2021
Qingyun Sun
Jianxin Li
Hao Peng
Hongzhi Zhang
Yuanxing Ning
Phillip S. Yu
Lifang He
440
193
0
20 Jan 2021
Power Normalizations in Fine-grained Image, Few-shot Image and Graph Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Piotr Koniusz
Hongguang Zhang
347
58
0
27 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020
Yu Zhou
Haixia Zheng
Xin Huang
Shufeng Hao
Dengao Li
Jumin Zhao
AI4TS
670
180
0
16 Dec 2020
Hierarchical Graph Capsule Network
AAAI Conference on Artificial Intelligence (AAAI), 2020
Jinyu Yang
P. Zhao
Yu Rong
Chao-chao Yan
Chunyuan Li
Hehuan Ma
Junzhou Huang
374
35
0
16 Dec 2020
NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification
Rui Yang
Wenrui Dai
Chenglin Li
Junni Zou
H. Xiong
476
30
0
07 Dec 2020
Interpretable Graph Capsule Networks for Object Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2020
Jindong Gu
Volker Tresp
FAtt
308
42
0
03 Dec 2020
Towards Expressive Graph Representation
Chengsheng Mao
Liang Yao
Yuan Luo
366
3
0
12 Oct 2020
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search
IEEE International Joint Conference on Neural Network (IJCNN), 2020
Jovita Lukasik
David Friede
Arber Zela
Katharina Eggensperger
Margret Keuper
288
22
0
09 Oct 2020
Quaternion Graph Neural Networks
Asian Conference on Machine Learning (ACML), 2020
Dai Quoc Nguyen
T. Nguyen
Dinh Q. Phung
GNN
436
37
0
12 Aug 2020
Multi-view adaptive graph convolutions for graph classification
European Conference on Computer Vision (ECCV), 2020
Tim Kaiser
N. Vretos
P. Daras
243
12
0
24 Jul 2020
Second-Order Pooling for Graph Neural Networks
Zhengyang Wang
Shuiwang Ji
GNN
178
102
0
20 Jul 2020
Segmented Graph-Bert for Graph Instance Modeling
Jiawei Zhang
SSeg
198
7
0
09 Feb 2020
Graph Attentional Autoencoder for Anticancer Hyperfood Prediction
Guadalupe Gonzalez
Shunwang Gong
I. Laponogov
Kirill Veselkov
M. Bronstein
GNN
230
3
0
16 Jan 2020
Coloring graph neural networks for node disambiguation
International Joint Conference on Artificial Intelligence (IJCAI), 2019
George Dasoulas
Ludovic Dos Santos
Kevin Scaman
Aladin Virmaux
235
87
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
188
7
0
13 Nov 2019
Graph Analysis and Graph Pooling in the Spatial Domain
M. Rahmani
Maria Liakata
GNN
237
3
0
03 Oct 2019
Universal Graph Transformer Self-Attention Networks
The Web Conference (WWW), 2019
Dai Quoc Nguyen
T. Nguyen
Dinh Q. Phung
ViT
1.2K
88
0
26 Sep 2019
Learning Universal Graph Neural Network Embeddings With Aid Of Transfer Learning
Saurabh Verma
Zhi-Li Zhang
FedML
GNN
SSL
406
10
0
22 Sep 2019
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Shuo-feng Zhang
Lei Xie
GNN
300
64
0
04 Jul 2019
Graph Star Net for Generalized Multi-Task Learning
H. Lu
Seth H. Huang
Tian Ye
Xiuyan Guo
GNN
164
46
0
21 Jun 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019
Hao Peng
Jianxin Li
Qiran Gong
Senzhang Wang
Lifang He
Bo Li
Lihong Wang
Philip S. Yu
GNN
198
155
0
09 Jun 2019
Mutual Information Maximization in Graph Neural Networks
IEEE International Joint Conference on Neural Network (IJCNN), 2019
Xinhan Di
Pengqian Yu
Rui Bu
Mingchao Sun
419
26
0
21 May 2019
PiNet: A Permutation Invariant Graph Neural Network for Graph Classification
Peter Meltzer
Marcelo Daniel Gutierrez Mallea
Peter J Bentley
GNN
169
12
0
08 May 2019
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