Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

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Title
A Research Agenda for AI Planning in the Field of Flexible Production Systems Aljosha Kocher René Heesch Niklas Widulle Anna Nordhausen Julian Putzke Alexander Windmann Oliver Niggemann 11 5 0 31 Dec 2021
Causal Attention for Interpretable and Generalizable Graph Classification Yongduo Sui Xiang Wang Jiancan Wu Min-Bin Lin Xiangnan He Tat-Seng Chua CML OOD 17 152 0 30 Dec 2021
Motif Graph Neural Network Xuexin Chen Ruichu Cai Yuan Fang Min-man Wu Zijian Li Zhifeng Hao 14 22 0 30 Dec 2021
A Survey on Interpretable Reinforcement Learning Claire Glanois Paul Weng Matthieu Zimmer Dong Li Tianpei Yang Jianye Hao Wulong Liu OffRL 23 94 0 24 Dec 2021
Self-Supervised Graph Representation Learning for Neuronal Morphologies Marissa A. Weis Laura Hansel Timo Lüddecke Alexander S. Ecker MedIm 25 7 0 23 Dec 2021
Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? Ziwei Zhang Xin Wang Zeyang Zhang Peng Cui Wenwu Zhu 3DPC 22 6 0 23 Dec 2021
A Survey of Natural Language Generation Chenhe Dong Hai-Tao Zheng Haifan Gong M. Chen Junxin Li Ying Shen Min Yang 3DV 27 43 0 22 Dec 2021
Structured Semantic Transfer for Multi-Label Recognition with Partial Labels Tianshui Chen Tao Pu Hefeng Wu Yuan Xie Liang Lin 17 57 0 21 Dec 2021
VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements Yangruibo Ding Sahil Suneja Yunhui Zheng Jim Laredo Alessandro Morari Gail E. Kaiser Baishakhi Ray AAML 6 48 0 20 Dec 2021
Energy-bounded Learning for Robust Models of Code Nghi D. Q. Bui Yijun Yu OODD 40 2 0 20 Dec 2021
RetroComposer: Composing Templates for Template-Based Retrosynthesis Prediction Chao-chao Yan P. Zhao Chan Lu Yang Yu Junzhou Huang 33 20 0 20 Dec 2021
Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution Qiuhao Lu Thien Huu Nguyen Dejing Dou 33 19 0 19 Dec 2021
Learning to Model the Relationship Between Brain Structural and Functional Connectomes Yang Li Gonzalo Mateos Zhengwu Zhang 20 10 0 18 Dec 2021
GIMIRec: Global Interaction Information Aware Multi-Interest Framework for Sequential Recommendation Jie Zhang Ke-Jia Chen Jingqiang Chen AI4TS 34 0 0 16 Dec 2021
Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules Wen Zhang Shumin Deng Mingyang Chen Liang Wang Qiang Chen Feiyu Xiong Xiangwen Liu Huajun Chen 9 9 0 16 Dec 2021
Domain-informed neural networks for interaction localization within astroparticle experiments Shixiao Liang A. Higuera C. Peters Venkat Roy W. Bajwa H. Shatkay C. Tunnell 19 7 0 15 Dec 2021
MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems Shreshth Tuli G. Casale N. Jennings 21 36 0 14 Dec 2021
An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering Yiqi Wang Chaozhuo Li Zheng Liu Mingzheng Li Jiliang Tang Xing Xie Lei Chen Philip S. Yu 28 23 0 14 Dec 2021
Split GCN: Effective Interactive Annotation for Segmentation of Disconnected Instance Namgi Kim Barom Kang Yeonok Cho GNN 22 6 0 13 Dec 2021
SHGNN: Structure-Aware Heterogeneous Graph Neural Network Wentao Xu Yingce Xia Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu 22 6 0 12 Dec 2021
Equivariant Quantum Graph Circuits Péter Mernyei K. Meichanetzidis .Ismail .Ilkan Ceylan 39 8 0 10 Dec 2021
A systematic approach to random data augmentation on graph neural networks Billy Joe Franks Markus Anders Marius Kloft Pascal Schweitzer OOD AAML 11 0 0 08 Dec 2021
A deep learning model for data-driven discovery of functional connectivity Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis GNN 6 23 0 07 Dec 2021
Trivial bundle embeddings for learning graph representations Zheng Xie Xiaojing Zuo Yiping Song 15 0 0 05 Dec 2021
Face Trees for Expression Recognition Mojtaba Kolahdouzi Alireza Sepas-Moghaddam Ali Etemad CVBM 19 8 0 05 Dec 2021
Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data Tian Yan F. Liu 16 0 0 30 Nov 2021
The Power of Communication in a Distributed Multi-Agent System P. D. Siedler 20 3 0 30 Nov 2021
Decoding the Protein-ligand Interactions Using Parallel Graph Neural Networks C. Knutson Mridula Bontha Jenna A. Bilbrey Neeraj Kumar 22 34 0 30 Nov 2021
A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration Lorenzo Ferretti Andrea Cini Georgios Zacharopoulos Cesare Alippi L. Pozzi 29 4 0 29 Nov 2021
A Review on Graph Neural Network Methods in Financial Applications Jianian Wang Shenmin Zhang Yanghua Xiao Rui Song AI4TS 29 104 0 27 Nov 2021
Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image Joshua Mitton Chaitanya Kaul Roderick Murray-Smith 3DH 20 0 0 25 Nov 2021
AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020 Jin Xu Mingjian Chen Jianqiang Huang Xingyuan Tang Ke Hu Jian Li Jia Cheng Jun Lei 20 2 0 25 Nov 2021
Learnable Structural Semantic Readout for Graph Classification Dongha Lee S. Kim Seonghyeon Lee Chanyoung Park Hwanjo Yu GNN 14 20 0 22 Nov 2021
Triples-to-Text Generation with Reinforcement Learning Based Graph-augmented Neural Networks Hanning Gao Lingfei Wu Hongyun Zhang Zhihua Wei Po Hu Fangli Xu Bo Long 12 1 0 20 Nov 2021
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph Hanning Gao Lingfei Wu Po Hu Zhihua Wei Fangli Xu Bowei Long RALM 17 5 0 20 Nov 2021
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks Zhehao Zhao Bo Yang Ge Li Huai Liu Zhi Jin 8 21 0 20 Nov 2021
Grounded Situation Recognition with Transformers Junhyeong Cho Youngseok Yoon Hyeonjun Lee Suha Kwak ViT 12 17 0 19 Nov 2021
Subspace Graph Physics: Real-Time Rigid Body-Driven Granular Flow Simulation A. Haeri K. Skonieczny AI4CE 21 2 0 18 Nov 2021
Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks Atefeh Sohrabizadeh Yunsheng Bai Yizhou Sun Jason Cong GNN 20 7 0 17 Nov 2021
A Survey on Neural-symbolic Learning Systems Dongran Yu Bo Yang Da Liu Hui Wang Shirui Pan 21 55 0 10 Nov 2021
Discovering Latent Representations of Relations for Interacting Systems Dohae Lee Young-Jin Oh In-Kwon Lee BDL 24 1 0 10 Nov 2021
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 81 92 0 08 Nov 2021
A Relational Model for One-Shot Classification Arturs Polis Alexander Ilin BDL VLM 21 1 0 08 Nov 2021
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 69 114 0 07 Nov 2021
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search Shangqing Liu Xiaofei Xie J. Siow L. Ma Guozhu Meng Yang Liu GNN 23 53 0 04 Nov 2021
Discovering Supply Chain Links with Augmented Intelligence Achintya Gopal Chun-Han Chang 37 3 0 02 Nov 2021
Multi network InfoMax: A pre-training method involving graph convolutional networks Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis AI4CE 9 1 0 01 Nov 2021
Decoupled coordinates for machine learning-based molecular fragment linking Markus Fleck Noah Weber Christopher Trummer 6 3 0 01 Nov 2021
Edge-Level Explanations for Graph Neural Networks by Extending Explainability Methods for Convolutional Neural Networks Tetsu Kasanishi Xueting Wang T. Yamasaki FAtt 22 8 0 01 Nov 2021
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL Ruichu Cai Jinjie Yuan Boyan Xu Zhifeng Hao 10 62 0 01 Nov 2021