Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,391 papers shown

Title
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
A Systematic Assessment of Deep Learning Models for Molecule Generation Davide Rigoni Nicoló Navarin A. Sperduti 17 6 0 20 Aug 2020
Neural Networks and Quantum Field Theory James Halverson Anindita Maiti Keegan Stoner 13 75 0 19 Aug 2020
Learning Graph Edit Distance by Graph Neural Networks Pau Riba Andreas Fischer Josep Lladós Alicia Fornés GNN 29 23 0 17 Aug 2020
V2VNet: Vehicle-to-Vehicle Communication for Joint Perception and Prediction Tsun-Hsuan Wang S. Manivasagam Ming Liang Binh Yang Wenyuan Zeng James Tu R. Urtasun 12 384 0 17 Aug 2020
Quaternion Graph Neural Networks Dai Quoc Nguyen T. Nguyen Dinh Q. Phung GNN 25 32 0 12 Aug 2020
Multivariate Relations Aggregation Learning in Social Networks Jin Xu Shuo Yu Keyi Sun Jing Ren I. Lee Shirui Pan Feng Xia 11 38 0 09 Aug 2020
A Technique for Determining Relevance Scores of Process Activities using Graph-based Neural Networks M. Stierle Sven Weinzierl Maximilian Harl Martin Matzner 8 16 0 07 Aug 2020
UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks Bo Huang Ye Bi Zhenyu Wu Jianming Wang Jing Xiao GNN 22 5 0 06 Aug 2020
Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network Haotian Li Huan Wei Yong Wang Yangqiu Song Huamin Qu AI4Ed 57 30 0 04 Aug 2020
Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Tianshui Chen Tao Pu Hefeng Wu Yuan Xie Lingbo Liu Liang Lin 14 98 0 03 Aug 2020
Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition Yuan Xie Tianshui Chen Tao Pu Hefeng Wu Liang Lin 24 56 0 03 Aug 2020
On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations Md Rafiqul Islam Rabin Nghi D. Q. Bui Ke Wang Yijun Yu Lingxiao Jiang Mohammad Amin Alipour 30 90 0 31 Jul 2020
Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge He Huang Yuan-Wei Chen Wei Tang Wenhao Zheng Qingguo Chen Yao Hu Philip Yu VLM 18 13 0 30 Jul 2020
Hierarchical BiGraph Neural Network as Recommendation Systems Dom Huh 17 1 0 27 Jul 2020
Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs Fanfei Chen John D. Martin Yewei Huang Jinkun Wang Brendan Englot 15 59 0 24 Jul 2020
MetAL: Active Semi-Supervised Learning on Graphs via Meta Learning Kaushalya Madhawa T. Murata AI4CE 30 8 0 22 Jul 2020
Improving the Long-Range Performance of Gated Graph Neural Networks Denis Lukovnikov Jens Lehmann Asja Fischer GNN 27 6 0 19 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 26 113 0 17 Jul 2020
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation Yongjing Yin Fandong Meng Jinsong Su Chulun Zhou Zhengyuan Yang Jie Zhou Jiebo Luo 35 139 0 17 Jul 2020
Natural Graph Networks P. D. Haan Taco S. Cohen Max Welling GNN 26 43 0 16 Jul 2020
DRIFT: Deep Reinforcement Learning for Functional Software Testing Luke R. Harries Rebekah Storan Clarke Timothy Chapman Swamy V. P. L. N. Nallamalli Levent Özgür ... Aaron Dietrich José Miguel Hernández-Lobato Tom Ellis Cheng Zhang K. Ciosek VLM OffRL 11 11 0 16 Jul 2020
Graph-Based Social Relation Reasoning Wanhua Li Yueqi Duan Jiwen Lu Jianjiang Feng Jie Zhou NAI 14 43 0 15 Jul 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 41 17 0 13 Jul 2020
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification Jiajun Zhou Jie Shen Shanqing Yu Guanrong Chen Qi Xuan 17 23 0 11 Jul 2020
Evolving Graphical Planner: Contextual Global Planning for Vision-and-Language Navigation Zhiwei Deng Karthik R. Narasimhan Olga Russakovsky 24 86 0 11 Jul 2020
Next Waves in Veridical Network Embedding Owen G. Ward Zhen Huang Andrew Davison Tian Zheng GNN 11 5 0 10 Jul 2020
Multi-Agent Routing Value Iteration Network Quinlan Sykora Mengye Ren R. Urtasun 32 38 0 09 Jul 2020
Learning Graph Structure With A Finite-State Automaton Layer Daniel D. Johnson Hugo Larochelle Daniel Tarlow GNN AI4CE 19 17 0 09 Jul 2020
Multilevel Graph Matching Networks for Deep Graph Similarity Learning Xiang Ling Lingfei Wu Sai-gang Wang Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji 14 58 0 08 Jul 2020
Graph Neural Networks for the Prediction of Substrate-Specific Organic Reaction Conditions Serim Ryou Michael R. Maser Alexander Cui Travis J DeLano Yisong Yue S. Reisman AI4CE 14 6 0 08 Jul 2020
Strong Generalization and Efficiency in Neural Programs Yujia Li Felix Gimeno Pushmeet Kohli Oriol Vinyals 22 17 0 07 Jul 2020
Curriculum learning for multilevel budgeted combinatorial problems Adel Nabli Margarida Carvalho AI4CE 11 4 0 07 Jul 2020
Nested Subspace Arrangement for Representation of Relational Data Nozomi Hata S. Kaji Akihiro Yoshida Katsuki Fujisawa 31 3 0 04 Jul 2020
AEGCN: An Autoencoder-Constrained Graph Convolutional Network Mingyuan Ma Sen Na Hongyu Wang GNN 26 28 0 03 Jul 2020
Graph Neural Networks Including Sparse Interpretability Chris Lin Gerald J. Sun K. Bulusu J. Dry Marylens Hernandez 11 7 0 30 Jun 2020
Deep neural networks for the evaluation and design of photonic devices Jiaqi Jiang Ming-Keh Chen Jonathan A. Fan 27 394 0 30 Jun 2020
Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation Jyoti Narwariya Pankaj Malhotra T. Vishnu L. Vig Gautam M. Shroff AI4CE 24 21 0 30 Jun 2020
Path Integral Based Convolution and Pooling for Graph Neural Networks Zheng Ma Junyu Xuan Yu Guang Wang Ming Li Pietro Lio GNN 39 54 0 29 Jun 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 39 818 0 26 Jun 2020
Tensor Programs II: Neural Tangent Kernel for Any Architecture Greg Yang 58 135 0 25 Jun 2020
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case Shuai Zhang Meng Wang Sijia Liu Pin-Yu Chen Jinjun Xiong MLT AI4CE 33 33 0 25 Jun 2020
Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures Julien Launay Iacopo Poli Franccois Boniface Florent Krzakala 36 62 0 23 Jun 2020
Exploring Software Naturalness through Neural Language Models Luca Buratti Saurabh Pujar Mihaela A. Bornea Scott McCarley Yunhui Zheng ... Alessandro Morari Jim Laredo Veronika Thost Yufan Zhuang Giacomo Domeniconi 17 97 0 22 Jun 2020
Graph Neural Networks in TensorFlow and Keras with Spektral Daniele Grattarola Cesare Alippi GNN 16 155 0 22 Jun 2020
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Yu Chen Lingfei Wu Mohammed J Zaki 33 410 0 21 Jun 2020
Fast and Accurate: Structure Coherence Component for Face Alignment Beier Zhu Chunze Lin Quan Wang Renjie Liao Chao Qian CVBM 3DV 22 3 0 21 Jun 2020
Abstract Diagrammatic Reasoning with Multiplex Graph Networks Duo Wang M. Jamnik Pietro Lio 6 66 0 19 Jun 2020
Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data Sindy Löwe David Madras R. Zemel Max Welling CML BDL AI4TS 22 127 0 18 Jun 2020
Class-Attentive Diffusion Network for Semi-Supervised Classification Jongin Lim Daeho Um H. Chang D. Jo J. Choi 28 14 0 18 Jun 2020