Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,390 papers shown

Title
Deep Graph Matching and Searching for Semantic Code Retrieval Xiang Ling Lingfei Wu Sai-gang Wang Gaoning Pan Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji GNN 39 91 0 24 Oct 2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks David Bieber Charles Sutton Hugo Larochelle Daniel Tarlow GNN 24 43 0 23 Oct 2020
Anisotropic Graph Convolutional Network for Semi-supervised Learning Mahsa Mesgaran Abdessamad BenHamza 31 9 0 20 Oct 2020
Neural Architecture Performance Prediction Using Graph Neural Networks Jovita Lukasik David Friede Heiner Stuckenschmidt M. Keuper GNN AI4CE 46 10 0 19 Oct 2020
Tracklets Predicting Based Adaptive Graph Tracking Chaobing Shan Chunbo Wei Bing Deng Jianqiang Huang Xiansheng Hua Xiaoliang Cheng K. Liang VOT 33 9 0 18 Oct 2020
Generalizable Machine Learning in Neuroscience using Graph Neural Networks Paul Yung-Pou Wang Sandalika Sapra V. George Gabriel A. Silva GNN AI4CE 20 14 0 16 Oct 2020
Holistic Combination of Structural and Textual Code Information for Context based API Recommendation Chi Chen Xin Peng Zhenchang Xing Jun Sun Xin Wang Yifan Zhao Wenyun Zhao 9 35 0 15 Oct 2020
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage C. L. Zitnick L. Chanussot Abhishek Das Siddharth Goyal Javier Heras-Domingo ... Kevin Tran Brandon M. Wood Junwoong Yoon Devi Parikh Zachary W. Ulissi 24 70 0 14 Oct 2020
Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations Tianqiao Liu Qian Fang Wenbiao Ding Hang Li Zhongqin Wu Zitao Liu 27 27 0 13 Oct 2020
A Practical Tutorial on Graph Neural Networks I. Ward J. Joyner C. Lickfold Yulan Guo Bennamoun GNN AI4CE 27 12 0 11 Oct 2020
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search Jovita Lukasik David Friede Arber Zela Frank Hutter M. Keuper 29 19 0 09 Oct 2020
Using Graph Neural Networks for Mass Spectrometry Prediction Hao Zhu Liping Liu S. Hassoun 19 16 0 09 Oct 2020
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs Devanshu Arya D. K. Gupta S. Rudinac M. Worring 16 78 0 09 Oct 2020
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation Yan Zhang Zhijiang Guo Zhiyang Teng Wei Lu Shay B. Cohen Zuozhu Liu Lidong Bing GNN 24 18 0 09 Oct 2020
Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering Shih-Gu Huang M. Chung A. Qiu Alzheimer's Disease Neuroimaging Initiative OOD MedIm 12 11 0 06 Oct 2020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation Wenhu Chen Yu-Chuan Su Xifeng Yan Luu Anh Tuan VLM 21 20 0 05 Oct 2020
Improving Generative Imagination in Object-Centric World Models Zhixuan Lin Yi-Fu Wu Skand Peri Bofeng Fu Jindong Jiang Sungjin Ahn OCL 27 80 0 05 Oct 2020
Graph Cross Networks with Vertex Infomax Pooling Maosen Li Siheng Chen Ya Zhang Ivor W. Tsang 27 58 0 05 Oct 2020
Deep Just-In-Time Inconsistency Detection Between Comments and Source Code Sheena Panthaplackel Junyi Jessy Li Miloš Gligorić Raymond J. Mooney 8 42 0 04 Oct 2020
The Surprising Power of Graph Neural Networks with Random Node Initialization Ralph Abboud .Ismail .Ilkan Ceylan Martin Grohe Thomas Lukasiewicz 36 216 0 02 Oct 2020
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 36 225 0 30 Sep 2020
A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing Sanxing Chen Aidan San Xiaodong Liu Yangfeng Ji 19 8 0 30 Sep 2020
EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data I. Sukharev Valentina Shumovskaia Kirill Fedyanin Maxim Panov Dmitry Berestnev GNN 9 10 0 30 Sep 2020
Neural Topic Modeling by Incorporating Document Relationship Graph Deyu Zhou Xuemeng Hu Rui Wang 14 22 0 29 Sep 2020
Framework for Designing Filters of Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory Asif Salim S. Sumitra GNN 25 3 0 29 Sep 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 20 58 0 26 Sep 2020
Learning Graph Normalization for Graph Neural Networks Yihao Chen Xin Tang Xianbiao Qi Chun-Guang Li Rong Xiao AI4CE 14 50 0 24 Sep 2020
Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective Hongwei Zhang Tijin Yan Zenjun Xie Yuanqing Xia Yuan Zhang GNN 18 24 0 24 Sep 2020
GraphCrop: Subgraph Cropping for Graph Classification Yiwei Wang Wei Wang Keli Zhang Yujun Cai Bryan Hooi 22 57 0 22 Sep 2020
Evolutionary Architecture Search for Graph Neural Networks Min Shi David A. Wilson Xingquan Zhu Yu Huang Zhuang Yuan Jianxun Liu Yufei Tang AI4CE 34 22 0 21 Sep 2020
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation Yujia Zheng Siyi Liu Zekun Li Shu Wu 23 37 0 21 Sep 2020
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition Tianshui Chen Liang Lin Riquan Chen X. Hui Hefeng Wu 21 153 0 20 Sep 2020
Asking Complex Questions with Multi-hop Answer-focused Reasoning Xiyao Ma Qile Zhu Yanlin Zhou Xiaolin Li D. Wu LRM 24 4 0 16 Sep 2020
Implicit Graph Neural Networks Fangda Gu Heng Chang Wenwu Zhu Somayeh Sojoudi L. Ghaoui GNN 29 147 0 14 Sep 2020
Advanced Graph-Based Deep Learning for Probabilistic Type Inference Fangke Ye Jisheng Zhao Vivek Sarkar BDL GNN 19 3 0 13 Sep 2020
Graph Neural Network based Service Function Chaining for Automatic Network Control DongNyeong Heo Stanislav Lange Heegon Kim Heeyoul Choi GNN 8 22 0 11 Sep 2020
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization Qi Zhu Carl Yang Yidan Xu Haonan Wang Chao Zhang Jiawei Han 42 117 0 11 Sep 2020
CasGCN: Predicting future cascade growth based on information diffusion graph Zhixuan Xu Minghui Qian Xiaowei Huang Jie Meng GNN 6 15 0 10 Sep 2020
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 32 119 0 06 Sep 2020
Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message Passing Ziwei Zhang Chenhao Niu Peng Cui Jian Pei Bo Zhang Wenwu Zhu 21 2 0 05 Sep 2020
TreeCaps: Tree-Based Capsule Networks for Source Code Processing Nghi D. Q. Bui Yijun Yu Lingxiao Jiang 3DPC GNN 14 38 0 05 Sep 2020
Rethinking Graph Regularization for Graph Neural Networks Han Yang Kaili Ma James Cheng AI4CE 27 72 0 04 Sep 2020
Beyond Observed Connections : Link Injection Jie Bu M. Maruf Arka Daw GNN 9 0 0 02 Sep 2020
Architectural Implications of Graph Neural Networks Zhihui Zhang Jingwen Leng Lingxiao Ma Youshan Miao Chao Li M. Guo GNN AI4CE 11 40 0 02 Sep 2020
Conditional Constrained Graph Variational Autoencoders for Molecule Design Davide Rigoni Nicoló Navarin A. Sperduti BDL 17 18 0 01 Sep 2020
Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering Jiahao Yu Zihao Zhu Yujing Wang Weifeng Zhang Yue Hu Jianlong Tan 8 98 0 31 Aug 2020
Lymph Node Gross Tumor Volume Detection in Oncology Imaging via Relationship Learning Using Graph Neural Network Chun-Hung Chao Zhuotun Zhu Dazhou Guo K. Yan T. Ho ... Jing Xiao Alan Yuille Min Sun Le Lu D. Jin 19 28 0 29 Aug 2020
Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization T. Do Duc Minh Nguyen Giannis Bekoulis Adrian Munteanu Nikos Deligiannis 11 36 0 28 Aug 2020
Graph Neural Network Architecture Search for Molecular Property Prediction Shengli Jiang Prasanna Balaprakash GNN AI4CE 13 34 0 27 Aug 2020
Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning Ziyue Qiao Pengyang Wang Yanjie Fu Yi Du P. Wang Yuanchun Zhou 22 18 0 23 Aug 2020