How Attentive are Graph Attention Networks?

30 May 2021

Papers citing "How Attentive are Graph Attention Networks?"

50 / 458 papers shown

Title
PU GNN: Chargeback Fraud Detection in P2E MMORPGs via Graph Attention Networks with Imbalanced PU Labels Jiho Choi Junghoon Park Woocheol Kim Jin-Hyeok Park Yumin Suh Minchang Sung 24 2 0 16 Nov 2022
Semantic Decomposition Improves Learning of Large Language Models on EHR Data David A. Bloore R. Gauriau Anna Decker Jacob Oppenheim 21 1 0 14 Nov 2022
GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data Andrei Margeloiu Nikola Simidjievski Pietro Lio' M. Jamnik DD AI4CE 22 5 0 11 Nov 2022
A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs Claudia Vanea Jonathan Campbell Omri Dodi L. Salumäe K. Meir ... H. Hochner T. Laisk L. Ernst C. Lindgren C. Nellåker 21 3 0 11 Nov 2022
Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling Zhichao Duan Xiuxing Li Zhenyu Li Zhuo Wang Jianyong Wang 16 6 0 10 Nov 2022
Graph Neural Networks with Adaptive Readouts David Buterez J. Janet S. Kiddle Dino Oglic Pietro Lio' GNN 20 48 0 09 Nov 2022
Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRank Ariel R. Ramos Vela J. Lutzeyer A. Giovanidis Michalis Vazirgiannis GNN 11 0 0 08 Nov 2022
Application of Graph Neural Networks and graph descriptors for graph classification J. Adamczyk FaML 18 5 0 07 Nov 2022
Characterizing the Efficiency of Graph Neural Network Frameworks with a Magnifying Glass Xin Huang Jongryool Kim Brad Rees Chul-Ho Lee GNN 23 4 0 06 Nov 2022
Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks Ryien Hosseini F. Simini Austin R. Clyde A. Ramanathan 21 5 0 04 Nov 2022
GoRela: Go Relative for Viewpoint-Invariant Motion Forecasting Alexander Cui Sergio Casas K. Wong Simon Suo R. Urtasun 24 62 0 04 Nov 2022
Fraudulent User Detection Via Behavior Information Aggregation Network (BIAN) On Large-Scale Financial Social Network Hanyi Hu Long Zhang Shuang Li Zhi Liu Yao Yang Chongning Na 21 0 0 04 Nov 2022
Leveraging commonsense for object localisation in partial scenes Francesco Giuliari Geri Skenderi Marco Cristani Alessio Del Bue Yiming Wang 35 2 0 01 Nov 2022
Improving Graph Neural Networks with Learnable Propagation Operators Moshe Eliasof Lars Ruthotto Eran Treister 34 20 0 31 Oct 2022
Transposed Variational Auto-encoder with Intrinsic Feature Learning for Traffic Forecasting Leyan Deng Chenwang Wu Defu Lian Mintao Zhou 19 4 0 30 Oct 2022
Policy-Guided Lazy Search with Feedback for Task and Motion Planning M. Khodeir Atharv Sonwane Ruthrash Hari Florian Shkurti 28 6 0 25 Oct 2022
Layer-Neighbor Sampling -- Defusing Neighborhood Explosion in GNNs M. F. Balin Ümit V. Çatalyürek 24 15 0 24 Oct 2022
Towards Accurate Subgraph Similarity Computation via Neural Graph Pruning Linfeng Liu Xuhong Han Dawei Zhou Liping Liu 38 5 0 19 Oct 2022
On Classification Thresholds for Graph Attention with Edge Features K. Fountoulakis Dake He Silvio Lattanzi Bryan Perozzi Anton Tsitsulin Shenghao Yang GNN 30 6 0 18 Oct 2022
Not All Neighbors Are Worth Attending to: Graph Selective Attention Networks for Semi-supervised Learning Tiantian He Haicang Zhou Yew-Soon Ong Gao Cong GNN 77 4 0 14 Oct 2022
Global Explainability of GNNs via Logic Combination of Learned Concepts Steve Azzolin Antonio Longa Pietro Barbiero Pietro Lio' Andrea Passerini 27 54 0 13 Oct 2022
Self-Attention Message Passing for Contrastive Few-Shot Learning Ojas Kishorkumar Shirekar Ashutosh Kumar Singh Hadi Jamali Rad 26 5 0 12 Oct 2022
Less is More: SlimG for Accurate, Robust, and Interpretable Graph Mining Jaemin Yoo Meng-Chieh Lee Shubhranshu Shekhar Christos Faloutsos 48 8 0 08 Oct 2022
DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm Kyriakos Schwarz A. Pliego-Mendieta Amina Mollaysa Lara Planas-Paz C. Pauli Ahmed Allam Michael Krauthammer GNN 26 2 0 03 Oct 2022
Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples Wei Duan Junyu Xuan Maoying Qiao Jie Lu SSL 18 37 0 03 Oct 2022
MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization Xiaotian Han Tong Zhao Yozen Liu Xia Hu Neil Shah GNN 55 36 0 30 Sep 2022
Predicting CO $_2$ Absorption in Ionic Liquids with Molecular Descriptors and Explainable Graph Neural Networks Yue-Cheng Jian Yuyang Wang A. Farimani 24 4 0 29 Sep 2022
Periodic Graph Transformers for Crystal Material Property Prediction Keqiang Yan Yi Liu Yu-Ching Lin Shuiwang Ji AI4TS 88 84 0 23 Sep 2022
Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding Junfu Wang Yuanfang Guo Liang Yang Yun-an Wang 32 8 0 23 Sep 2022
Revisiting Embeddings for Graph Neural Networks S. Purchase A. Zhao Robert D. Mullins 10 3 0 19 Sep 2022
Cell Attention Networks Lorenzo Giusti Claudio Battiloro Lucia Testa P. Lorenzo S. Sardellitti Sergio Barbarossa 3DPC GNN 144 32 0 16 Sep 2022
LogGD:Detecting Anomalies from System Logs by Graph Neural Networks Yongzhen Xie Hongyu Zhang M. Babar AI4TS 10 20 0 16 Sep 2022
The Embeddings World and Artificial General Intelligence M. H. Chehreghani 19 1 0 14 Sep 2022
Social-PatteRNN: Socially-Aware Trajectory Prediction Guided by Motion Patterns Ingrid Navarro Jean Oh 34 14 0 12 Sep 2022
Spiking GATs: Learning Graph Attentions via Spiking Neural Network Beibei Wang Bo Jiang GNN 44 5 0 05 Sep 2022
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network Seungwoong Ha Hawoong Jeong 33 5 0 28 Aug 2022
Object Detection in Aerial Images with Uncertainty-Aware Graph Network Jongha Kim Jinheon Baek Sung Ju Hwang 27 0 0 23 Aug 2022
Entropy Enhanced Multi-Agent Coordination Based on Hierarchical Graph Learning for Continuous Action Space Yining Chen Ke Wang Guang-hua Song Xiaohong Jiang 25 3 0 23 Aug 2022
MemoNav: Selecting Informative Memories for Visual Navigation Hongxin Li Xueke Yang Yu-Ren Yang Shuqi Mei Zhaoxiang Zhang 18 4 0 20 Aug 2022
Diversifying Message Aggregation in Multi-Agent Communication via Normalized Tensor Nuclear Norm Regularization Yuanzhao Zhai Kele Xu Bo Ding Dawei Feng Zijian Gao Huaimin Wang 23 0 0 10 Aug 2022
Generalizing Downsampling from Regular Data to Graphs D. Bacciu A. Conte Francesco Landolfi 45 8 0 06 Aug 2022
Graph neural networks for materials science and chemistry Patrick Reiser Marlen Neubert André Eberhard Luca Torresi Chen Zhou ... Houssam Metni Clint van Hoesel Henrik Schopmans T. Sommer Pascal Friederich GNN AI4CE 50 373 0 05 Aug 2022
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering Alex Wilf Qianli Ma Paul Pu Liang Amir Zadeh Louis-Philippe Morency 38 10 0 29 Jul 2022
Robust Knowledge Adaptation for Dynamic Graph Neural Networks Han Li Changsheng Li Kaituo Feng Ye Yuan Guoren Wang H. Zha 32 13 0 22 Jul 2022
Operation-Level Performance Benchmarking of Graph Neural Networks for Scientific Applications Ryien Hosseini F. Simini V. Vishwanath GNN 23 2 0 20 Jul 2022
Distance-Geometric Graph Attention Network (DG-GAT) for 3D Molecular Geometry Daniel T. Chang 40 1 0 16 Jul 2022
Tuning the Geometry of Graph Neural Networks Sowon Jeong Claire Donnat AI4CE 48 1 0 12 Jul 2022
TF-GNN: Graph Neural Networks in TensorFlow Oleksandr Ferludin Arno Eigenwillig Martin J. Blais Dustin Zelle Jan Pfeifer ... Anton Tsitsulin Kevin Villela Lisa Wang David Wong Bryan Perozzi GNN 18 35 0 07 Jul 2022
TREE-G: Decision Trees Contesting Graph Neural Networks Maya Bechler-Speicher Amir Globerson Ran Gilad-Bachrach 27 3 0 06 Jul 2022
GraphCFC: A Directed Graph Based Cross-Modal Feature Complementation Approach for Multimodal Conversational Emotion Recognition Jiang Li Xiaoping Wang Guoqing Lv Zhigang Zeng 39 37 0 06 Jul 2022