Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,390 papers shown

Title
Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution Yinchuan Xu Junlin Yang GNN 18 21 0 21 May 2019
Looking to Relations for Future Trajectory Forecast Chiho Choi Behzad Dariush 22 63 0 21 May 2019
Mutual Information Maximization in Graph Neural Networks Xinhan Di Pengqian Yu Rui Bu Mingchao Sun 35 21 0 21 May 2019
Generating Logical Forms from Graph Representations of Text and Entities Peter Shaw Philip Massey Angelica Chen Francesco Piccinno Yasemin Altun GNN AI4CE NAI 21 38 0 21 May 2019
Inferring Javascript types using Graph Neural Networks Jessica Schrouff Kai Wohlfahrt Bruno Marnette Liam Atkinson NAI GNN 11 7 0 16 May 2019
IPC: A Benchmark Data Set for Learning with Graph-Structured Data Patrick Ferber Tengfei Ma Siyu Huo Jie Chen Michael Katz PINN 31 5 0 15 May 2019
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions Dong Wook Shu Sung Woo Park Junseok Kwon 3DPC 40 279 0 15 May 2019
Function Space Pooling For Graph Convolutional Networks P. Corcoran GNN 28 3 0 15 May 2019
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant NAI GNN 16 178 0 15 May 2019
Embeddings and Representation Learning for Structured Data Benjamin Paassen Claudio Gallicchio Alessio Micheli A. Sperduti 26 7 0 15 May 2019
Can Graph Neural Networks Go "Online"? An Analysis of Pretraining and Inference Lukas Galke Iacopo Vagliano A. Scherp CLL GNN OnRL AI4CE 9 10 0 15 May 2019
Learning Scalable and Precise Representation of Program Semantics Ke Wang NAI 9 27 0 13 May 2019
Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification Ting-Li Chen Song Bian Yizhou Sun 11 88 0 11 May 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 31 171 0 10 May 2019
Time-Series Event Prediction with Evolutionary State Graph Wenjie Hu Yang Yang Zilong You Zongtao Liu Xiang Ren AI4TS 17 1 0 10 May 2019
Adversarial Defense Framework for Graph Neural Network Shen Wang Zhengzhang Chen Jingchao Ni Xiao Yu Zhichun Li Haifeng Chen Philip S. Yu AAML GNN 17 28 0 09 May 2019
PiNet: A Permutation Invariant Graph Neural Network for Graph Classification Peter Meltzer Marcelo Daniel Gutierrez Mallea Peter J Bentley GNN 17 12 0 08 May 2019
Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs Aditya Sanjay Paliwal Felix Gimeno Vinod Nair Yujia Li Miles Lubin Pushmeet Kohli Oriol Vinyals OffRL GNN 8 64 0 07 May 2019
Missing Data Imputation with Adversarially-trained Graph Convolutional Networks Indro Spinelli Simone Scardapane A. Uncini MedIm AI4CE 24 145 0 06 May 2019
Edge-labeling Graph Neural Network for Few-shot Learning Jongmin Kim Taesup Kim Sungwoong Kim Chang D. Yoo 30 453 0 04 May 2019
Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning Spyros Gidaris N. Komodakis 19 230 0 03 May 2019
Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter Xincheng Xiong K. Ozbay Li Jin Chen Feng AI4TS 15 48 0 01 May 2019
Graph Convolutional Networks with EigenPooling Yao Ma Suhang Wang Charu C. Aggarwal Jiliang Tang GNN 37 331 0 30 Apr 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects Yujia Li Chenjie Gu T. Dullien Oriol Vinyals Pushmeet Kohli 66 511 0 29 Apr 2019
Graph Kernels: A Survey Giannis Nikolentzos Giannis Siglidis Michalis Vazirgiannis 33 120 0 27 Apr 2019
Enabling Open-World Specification Mining via Unsupervised Learning Jordan Henkel Shuvendu K. Lahiri B. Liblit Thomas W. Reps 6 1 0 27 Apr 2019
Inductive Matrix Completion Based on Graph Neural Networks Muhan Zhang Yixin Chen 22 231 0 26 Apr 2019
Neural Logic Machines Honghua Dong Jiayuan Mao Tian Lin Chong-Jun Wang Lihong Li Denny Zhou NAI LRM AI4CE 30 247 0 26 Apr 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs Muhan Zhang Shali Jiang Zhicheng Cui Roman Garnett Yixin Chen GNN BDL CML 32 196 0 24 Apr 2019
PAN: Path Integral Based Convolution for Deep Graph Neural Networks Zheng Ma Ming Li Yuguang Wang GNN 22 24 0 24 Apr 2019
Exploring Structure-Adaptive Graph Learning for Robust Semi-Supervised Classification Xiang Gao Wei Hu Zongming Guo GNN 20 1 0 23 Apr 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks Yue Yu Jie Chen Tian Gao Mo Yu BDL CML GNN 21 476 0 22 Apr 2019
Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition Guanbin Li Xin Zhu Yirui Zeng Qing Wang Liang Lin CVBM 11 152 0 22 Apr 2019
PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text Haitian Sun Tania Bedrax-Weiss William W. Cohen RALM ReLM 14 345 0 21 Apr 2019
edGNN: a Simple and Powerful GNN for Directed Labeled Graphs Guillaume Jaume An-phi Nguyen María Rodríguez Martínez Jean-Philippe Thiran M. Gabrani 27 22 0 18 Apr 2019
Neural Message Passing for Multi-Label Classification Jack Lanchantin Arshdeep Sekhon Yanjun Qi 17 37 0 17 Apr 2019
Residual or Gate? Towards Deeper Graph Neural Networks for Inductive Graph Representation Learning Binxuan Huang Kathleen M. Carley GNN 11 8 0 17 Apr 2019
Recurrent Space-time Graph Neural Networks Andrei Liviu Nicolicioiu Iulia Duta Marius Leordeanu GNN 11 45 0 11 Apr 2019
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 39 117 0 11 Apr 2019
Just Jump: Dynamic Neighborhood Aggregation in Graph Neural Networks Matthias Fey GNN 19 47 0 09 Apr 2019
Relational Reasoning Network (RRN) for Anatomical Landmarking N. Torosdagli Syed Muhammad Anwar P. Verma D. Liberton Janice S. Lee Wade W. Han Ulas Bagci 33 3 0 08 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 24 1,326 0 07 Apr 2019
Radiotherapy Target Contouring with Convolutional Gated Graph Neural Network Chun-Hung Chao Y. Cheng Hsien-Tzu Cheng Chi-Wen Huang T. Ho C. Tseng Le Lu Min Sun MedIm 16 4 0 05 Apr 2019
What Object Should I Use? - Task Driven Object Detection Johann Sawatzky Yaser Souri C. Grund Juergen Gall ObjD 27 26 0 05 Apr 2019
Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting Ralph Abboud .Ismail .Ilkan Ceylan Thomas Lukasiewicz 18 28 0 04 Apr 2019
ConvPoint: Continuous Convolutions for Point Cloud Processing Alexandre Boulch 3DPC 25 239 0 04 Apr 2019
DAGCN: Dual Attention Graph Convolutional Networks Fengwen Chen Shirui Pan Jing Jiang Huan Huo Guodong Long GNN 30 50 0 04 Apr 2019
Analyzing Learned Molecular Representations for Property Prediction Kevin Kaichuang Yang Kyle Swanson Wengong Jin Connor W. Coley Philipp Eiden ... Andrew Palmer Volker Settels Tommi Jaakkola K. Jensen Regina Barzilay 17 1,288 0 02 Apr 2019
Step Change Improvement in ADMET Prediction with PotentialNet Deep Featurization Evan N. Feinberg Robert P. Sheridan E. Joshi Vijay S. Pande A. Cheng MedIm 4 17 0 28 Mar 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 33 70 0 27 Mar 2019