Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

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Title
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 19 32 0 28 Oct 2021
VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization Mucong Ding Kezhi Kong Jingling Li Chen Zhu John P. Dickerson Furong Huang Tom Goldstein GNN MQ 33 47 0 27 Oct 2021
How to transfer algorithmic reasoning knowledge to learn new algorithms? Louis-Pascal Xhonneux Andreea Deac Petar Velickovic Jian Tang 30 26 0 26 Oct 2021
Neural Program Generation Modulo Static Analysis Rohan Mukherjee Yeming Wen Dipak Chaudhari Thomas W. Reps Swarat Chaudhuri C. Jermaine 30 24 0 26 Oct 2021
Nested Graph Neural Networks Muhan Zhang Pan Li 27 163 0 25 Oct 2021
Parameter Prediction for Unseen Deep Architectures Boris Knyazev M. Drozdzal Graham W. Taylor Adriana Romero Soriano OOD 29 78 0 25 Oct 2021
SOLVER: Scene-Object Interrelated Visual Emotion Reasoning Network Jingyuan Yang Xinbo Gao Leida Li Xiumei Wang Jinshan Ding 12 32 0 24 Oct 2021
Deep Generative Models in Engineering Design: A Review Lyle Regenwetter A. Nobari Faez Ahmed 3DV AI4CE 34 175 0 21 Oct 2021
SS-MAIL: Self-Supervised Multi-Agent Imitation Learning Akshay Dharmavaram Tejus Gupta Jiachen Li Katia P. Sycara 14 0 0 18 Oct 2021
Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining Tim Kaler Nickolas Stathas Anne Ouyang A. Iliopoulos Tao B. Schardl C. E. Leiserson Jie Chen GNN 70 52 0 16 Oct 2021
Asymmetric Graph Representation Learning Zhuo Tan B. Liu Guosheng Yin 24 1 0 14 Oct 2021
ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection Van-Anh Nguyen D. Q. Nguyen Van Nguyen Trung Le Quan Hung Tran Dinh Q. Phung 26 109 0 14 Oct 2021
SoGCN: Second-Order Graph Convolutional Networks Peihao Wang Yuehao Wang Hua Lin Jianbo Shi 32 3 0 14 Oct 2021
Two-argument activation functions learn soft XOR operations like cortical neurons Kijung Yoon Emin Orhan Juhyeon Kim Xaq Pitkow MLT 35 0 0 13 Oct 2021
Breaking the Softmax Bottleneck for Sequential Recommender Systems with Dropout and Decoupling Yi Lin BDL 14 3 0 11 Oct 2021
Understanding Pooling in Graph Neural Networks Daniele Grattarola Daniele Zambon F. Bianchi Cesare Alippi GNN FAtt AI4CE 30 90 0 11 Oct 2021
CoRGi: Content-Rich Graph Neural Networks with Attention Jooyeon Kim A. Lamb Simon Woodhead Simon L. Peyton Jones Cheng Zheng Miltiadis Allamanis 36 6 0 10 Oct 2021
New Insights into Graph Convolutional Networks using Neural Tangent Kernels Mahalakshmi Sabanayagam P. Esser D. Ghoshdastidar 21 6 0 08 Oct 2021
Attentive Walk-Aggregating Graph Neural Networks M. F. Demirel Shengchao Liu Siddhant Garg Zhenmei Shi Yingyu Liang 87 9 0 06 Oct 2021
Turing approximations, toric isometric embeddings & manifold convolutions P. Suárez-Serrato 20 1 0 05 Oct 2021
Permute Me Softly: Learning Soft Permutations for Graph Representations Giannis Nikolentzos George Dasoulas Michalis Vazirgiannis GNN 36 9 0 05 Oct 2021
Equivariant Neural Network for Factor Graphs Fan-Yun Sun Jonathan Kuck Hao Tang Stefano Ermon 21 1 0 29 Sep 2021
Extracting Attentive Social Temporal Excitation for Sequential Recommendation Yunzhe Li Yue Ding Bo Chen Xin Xin Yule Wang Yuxiang Shi Ruiming Tang Dong Wang AI4TS 11 15 0 28 Sep 2021
Multi-resolution deep learning pipeline for dense large scale point clouds T. Richard F. Dupont Guillaume Lavoué 3DPC 16 0 0 23 Sep 2021
Adaptive Neural Message Passing for Inductive Learning on Hypergraphs Devanshu Arya D. K. Gupta S. Rudinac M. Worring 50 12 0 22 Sep 2021
Graph-based Cluttered Scene Generation and Interactive Exploration using Deep Reinforcement Learning K. N. Kumar Irfan Essa Sehoon Ha LM&Ro OffRL 20 11 0 21 Sep 2021
mGNN: Generalizing the Graph Neural Networks to the Multilayer Case Marco Grassia Manlio De Domenico G. Mangioni AI4CE 44 13 0 21 Sep 2021
Graph Neural Networks for Graph Drawing Matteo Tiezzi Gabriele Ciravegna Marco Gori 26 20 0 21 Sep 2021
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research Chris Cummins Bram Wasti Jiadong Guo Brandon Cui Jason Ansel ... Jia-Wei Liu O. Teytaud Benoit Steiner Yuandong Tian Hugh Leather 31 68 0 17 Sep 2021
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos Junhao Zhang Yali Wang Zhipeng Zhou Tianyu Luan Zhe Wang Yu Qiao 3DH 44 26 0 15 Sep 2021
Program-to-Circuit: Exploiting GNNs for Program Representation and Circuit Translation Nan Wu Huake He Yuan Xie Pan Li Cong Hao GNN 16 3 0 13 Sep 2021
Self-supervised Reinforcement Learning with Independently Controllable Subgoals Andrii Zadaianchuk Georg Martius Fanny Yang SSL 64 16 0 09 Sep 2021
Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation Yufan Zhuang Sahil Suneja Veronika Thost Giacomo Domeniconi Alessandro Morari Jim Laredo GNN 22 15 0 07 Sep 2021
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer Zeyu Li Yilong Qin Zihan Liu Wei Wang 12 2 0 07 Sep 2021
HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning Xinjun Cai Jiaxing Shang Fei Hao Dajiang Liu Linjiang Zheng 29 19 0 07 Sep 2021
VulSPG: Vulnerability detection based on slice property graph representation learning Weining Zheng Yuan Jiang Xiaohong Su 11 31 0 06 Sep 2021
Reasoning Graph Networks for Kinship Verification: from Star-shaped to Hierarchical Wanhua Li Jiwen Lu Abudukelimu Wuerkaixi Jianjiang Feng Jie Zhou 6 20 0 06 Sep 2021
Edge-featured Graph Neural Architecture Search Shaofei Cai Liang Li Xinzhe Han Zhengjun Zha Qingming Huang 15 6 0 03 Sep 2021
On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering K. Gouthaman Anurag Mittal CML 45 0 0 28 Aug 2021
Identifying Non-Control Security-Critical Data through Program Dependence Learning Zhilong Wang Haizhou Wang Hong Hu Peng Liu AAML 42 0 0 27 Aug 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya-Qin Zhang Yanfeng Wang Qi Tian 3DH 23 74 0 25 Aug 2021
Pooling Architecture Search for Graph Classification Lan Wei Huan Zhao Quanming Yao Zhiqiang He AI4CE 16 71 0 24 Aug 2021
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study Tianlong Chen Kaixiong Zhou Keyu Duan Wenqing Zheng Peihao Wang Xia Hu Zhangyang Wang AAML GNN 27 61 0 24 Aug 2021
Non-Local Feature Aggregation on Graphs via Latent Fixed Data Structures M. Rahmani Rasoul Shafipour Ping Li FedML 17 1 0 16 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 18 57 0 13 Aug 2021
Generating Diverse Descriptions from Semantic Graphs Jiuzhou Han Daniel Beck Trevor Cohn 30 0 0 12 Aug 2021
Time-based Dynamic Controllability of Disjunctive Temporal Networks with Uncertainty: A Tree Search Approach with Graph Neural Network Guidance Kevin Osanlou J. Frank J. Benton Andrei Bursuc Christophe Guettier Éric Jacopin Tristan Cazenave AI4CE 24 1 0 02 Aug 2021
Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search Kevin Osanlou Andrei Bursuc Christophe Guettier Tristan Cazenave Éric Jacopin GNN AI4CE 26 11 0 02 Aug 2021
Evaluating Deep Graph Neural Networks Wentao Zhang Zeang Sheng Yuezihan Jiang Yikuan Xia Jun Gao Zhi-Xin Yang Bin Cui GNN AI4CE 21 31 0 02 Aug 2021
Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks Andrea Cini Ivan Marisca Cesare Alippi AI4TS AI4CE 14 103 0 31 Jul 2021