Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,390 papers shown

Title
Tuning the Geometry of Graph Neural Networks Sowon Jeong Claire Donnat AI4CE 48 1 0 12 Jul 2022
Skeletal Human Action Recognition using Hybrid Attention based Graph Convolutional Network Hao Xing Darius Burschka GNN 3DH 21 7 0 12 Jul 2022
Graph-based Molecular Representation Learning Zhichun Guo Kehan Guo B. Nan Yijun Tian Roshni G. Iyer ... Olaf Wiest Xiangliang Zhang Wei Wang Chuxu Zhang Nitesh V. Chawla AI4CE 22 60 0 08 Jul 2022
TREE-G: Decision Trees Contesting Graph Neural Networks Maya Bechler-Speicher Amir Globerson Ran Gilad-Bachrach 25 3 0 06 Jul 2022
Graph Learning based Generative Design for Resilience of Interdependent Network Systems Jiaxin Wu Pingfeng Wang AI4CE 23 6 0 03 Jul 2022
Modeling Teams Performance Using Deep Representational Learning on Graphs Francesco Carli Pietro Foini N. Gozzi N. Perra Rossano Schifanella GNN 28 0 0 29 Jun 2022
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations F. Bonnet Jocelyn Ahmed Mazari T. Munzer P. Yser Patrick Gallinari AI4CE 55 10 0 29 Jun 2022
Image Aesthetics Assessment Using Graph Attention Network Koustav Ghosal A. Smolic 17 5 0 26 Jun 2022
Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantander Yuya Sasaki Junya Takayama Juan Ramón Santana Shohei Yamasaki T. Okuno Makoto Onizuka 19 2 0 21 Jun 2022
Graph Neural Network Aided MU-MIMO Detectors Alva Kosasih Vincent Onasis Vera Miloslavskaya Wibowo Hardjawana V. Andrean B. Vucetic 6 34 0 19 Jun 2022
ToolTango: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis Shreshth Tuli Rajas Bansal Rohan Paul Mausam LM&Ro 15 4 0 18 Jun 2022
Dual-channel Early Warning Framework for Ethereum Ponzi Schemes Jie Jin Jiajun Zhou Chengxiang Jin Shanqing Yu Ziwan Zheng Qi Xuan 20 9 0 16 Jun 2022
A Survey : Neural Networks for AMR-to-Text Hongyu Hao Guangtong Li Zhiming Hu Huafeng Wang 22 1 0 15 Jun 2022
TeKo: Text-Rich Graph Neural Networks with External Knowledge Zhizhi Yu Di Jin Jianguo Wei Ziyang Liu Yue Shang Yun Xiao Jiawei Han Lingfei Wu 32 4 0 15 Jun 2022
Exploring Representation of Horn Clauses using GNNs (Extended Technical Report) Chencheng Liang P. Rümmer Marc Brockschmidt 8 1 0 14 Jun 2022
Graph-in-Graph Network for Automatic Gene Ontology Description Generation Fenglin Liu Bang-ju Yang Chenyu You Xian Wu Shen Ge Adelaide Woicik Sheng Wang GNN 32 4 0 10 Jun 2022
Assessing Project-Level Fine-Tuning of ML4SE Models Egor Bogomolov Sergey Zhuravlev Egor Spirin T. Bryksin 40 5 0 07 Jun 2022
Empowering GNNs via Edge-Aware Weisfeiler-Leman Algorithm Meng Liu Haiyang Yu Shuiwang Ji 35 1 0 04 Jun 2022
An Empirical Study of Retrieval-enhanced Graph Neural Networks Dingmin Wang Shengchao Liu Hanchen Wang Bernardo Cuenca Grau Linfeng Song Jian Tang Song Le Qi Liu 21 0 0 01 Jun 2022
coVariance Neural Networks Saurabh Sihag Gonzalo Mateos Corey McMillan Alejandro Ribeiro 31 10 0 31 May 2022
Strategic Classification with Graph Neural Networks Itay Eilat Ben Finkelshtein Chaim Baskin Nir Rosenfeld 35 12 0 31 May 2022
Embedding Graphs on Grassmann Manifold Bingxin Zhou Xuebin Zheng Yu Guang Wang Ming Li Junbin Gao 24 3 0 30 May 2022
Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration Thomas D. Barrett Christopher W. F. Parsonson Alexandre Laterre 26 10 0 27 May 2022
Capturing Graphs with Hypo-Elliptic Diffusions Csaba Tóth Darrick Lee Celia Hacker Harald Oberhauser 18 12 0 27 May 2022
Why So Pessimistic? Estimating Uncertainties for Offline RL through Ensembles, and Why Their Independence Matters Seyed Kamyar Seyed Ghasemipour S. Gu Ofir Nachum OffRL 25 69 0 27 May 2022
How Powerful are K-hop Message Passing Graph Neural Networks Jiarui Feng Yixin Chen Fuhai Li Anindya Sarkar Muhan Zhang 14 100 0 26 May 2022
Towards Using Data-Influence Methods to Detect Noisy Samples in Source Code Corpora An Dau Thang Nguyen-Duc Hoang Thanh-Tung Nghi D. Q. Bui TDI 13 4 0 25 May 2022
Predicting Corporate Risk by Jointly Modeling Company Networks and Dialogues in Earnings Conference Calls Yu Sang Yang Bao 9 1 0 25 May 2022
Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints M. Park 24 0 0 23 May 2022
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels Tianshui Chen Tao Pu Lingbo Liu Yukai Shi Zhijing Yang Liang Lin 52 17 0 23 May 2022
Edge Graph Neural Networks for Massive MIMO Detection Hongyi Li Junxiang Wang Yongchao Wang 17 1 0 22 May 2022
Representation Power of Graph Neural Networks: Improved Expressivity via Algebraic Analysis Charilaos I. Kanatsoulis Alejandro Ribeiro 36 4 0 19 May 2022
3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design Yinan Huang Xing Peng Jianzhu Ma Muhan Zhang BDL 30 47 0 15 May 2022
R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning Shengyao Lu Bang Liu Keith G. Mills Shangling Jui Di Niu AI4TS 19 8 0 13 May 2022
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors Renyu Zhu Lei Yuan Xiang Li Ming Gao Wenyuan Cai 29 8 0 10 May 2022
Joint learning of object graph and relation graph for visual question answering Hao Li Xu Li Belhal Karimi Jie Chen Mingming Sun GNN 40 22 0 09 May 2022
A Survey of Deep Learning Models for Structural Code Understanding Ruoting Wu Yu-xin Zhang Qibiao Peng Liang Chen Zibin Zheng 24 6 0 03 May 2022
SSR-GNNs: Stroke-based Sketch Representation with Graph Neural Networks Sheng Cheng Yi Ren Yezhou Yang 56 2 0 27 Apr 2022
Multi stain graph fusion for multimodal integration in pathology Chaitanya Dwivedi Shima Nofallah Maryam Pouryahya Janani Iyer K. Leidal ... T. Watkins A. Billin R. Myers J. Abel A. Behrooz 28 18 0 26 Apr 2022
GypSum: Learning Hybrid Representations for Code Summarization Yu Wang Yu Dong Xuesong Lu Aoying Zhou 24 22 0 26 Apr 2022
End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning Yao Xiao Guixiang Ma Nesreen Ahmed Mihai Capota Ted Willke Shahin Nazarian P. Bogdan 21 2 0 25 Apr 2022
SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech Zhenhui Ye Zhou Zhao Yi Ren Fei Wu 29 27 0 25 Apr 2022
GDGRU-DTA: Predicting Drug-Target Binding Affinity Based on GNN and Double GRU Zhijian Lyu Shaohua Jiang Yigao Liang Min Gao 26 6 0 25 Apr 2022
Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution P. D. Siedler AI4CE 9 3 0 24 Apr 2022
Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering Y. Heo Eun-Sol Kim Woo Suk Choi Byoung-Tak Zhang 26 27 0 22 Apr 2022
DropMessage: Unifying Random Dropping for Graph Neural Networks Taoran Fang Zhiqing Xiao Chunping Wang Jiarong Xu Xuan Yang Yang Yang 21 46 0 21 Apr 2022
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation Xuanyu Zhang Qing Yang Dongliang Xu 18 20 0 18 Apr 2022
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities Chuang Liu Yibing Zhan Jia Wu Chang Li Bo Du Wenbin Hu Tongliang Liu Dacheng Tao GNN AI4CE 30 80 0 15 Apr 2022
Towards Generalizable Semantic Product Search by Text Similarity Pre-training on Search Click Logs Zheng-Wang Liu Wei Zhang Yan Chen Weiyi Sun Tianchuan Du Benjamin Schroeder 34 3 0 11 Apr 2022
Are We Really Making Much Progress in Text Classification? A Comparative Review Lukas Galke Andor Diera Bao Xin Lin Bhakti Khera Tim Meuser Tushar Singhal Fabian Karl A. Scherp VLM 32 3 0 08 Apr 2022