How Attentive are Graph Attention Networks?

30 May 2021

Papers citing "How Attentive are Graph Attention Networks?"

50 / 458 papers shown

Title
CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions Azmine Toushik Wasi Taki Hasan Rafi Raima Islam Serbetar Karlo Dong-Kyu Chae 52 0 0 25 Mar 2024
Less Is More -- On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP Attila Lischka Jiaming Wu Rafael Basso M. Chehreghani Balázs Kulcsár 43 2 0 25 Mar 2024
GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks Sukhdeep Singh Anuj Sharma Vinod Kumar Chauhan 28 0 0 22 Mar 2024
Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction Junhua Liu Justin Albrethsen Lincoln Goh David Yau Kwan Hui Lim 22 2 0 20 Mar 2024
Building Optimal Neural Architectures using Interpretable Knowledge Keith G. Mills Fred X. Han Mohammad Salameh Shengyao Lu Chunhua Zhou Jiao He Fengyu Sun Di Niu 36 1 0 20 Mar 2024
Contextualized Messages Boost Graph Representations Brian Godwin Lim Galvin Brice Lim Renzo Roel Tan Kazushi Ikeda AI4CE 72 2 0 19 Mar 2024
Diffusion-Based Environment-Aware Trajectory Prediction Theodor Westny Björn Olofsson Erik Frisk 36 9 0 18 Mar 2024
Layer-diverse Negative Sampling for Graph Neural Networks Wei Duan Jie Lu Yu Guang Wang Junyu Xuan 34 4 0 18 Mar 2024
Graph Unitary Message Passing Haiquan Qiu Yatao Bian Quanming Yao 37 2 0 17 Mar 2024
FlyKD: Graph Knowledge Distillation on the Fly with Curriculum Learning Eugene Ku 26 0 0 16 Mar 2024
PRAGO: Differentiable Multi-View Pose Optimization From Objectness Detections M. Taiana M. Toso Stuart James Alessio Del Bue 20 0 0 13 Mar 2024
SeCG: Semantic-Enhanced 3D Visual Grounding via Cross-modal Graph Attention Feng Xiao Hongbin Xu Qiuxia Wu Wenxiong Kang 34 2 0 13 Mar 2024
Leveraging graph neural networks for supporting Automatic Triage of Patients Anna M DeFilippo Pierangelo Veltri Pietro Lio' P. H. Guzzi 27 6 0 11 Mar 2024
Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning Biqing Qi Junqi Gao Xingquan Chen Dong Li Jianxing Liu Ligang Wu Bowen Zhou CLL 33 4 0 07 Mar 2024
Active Information Gathering for Long-Horizon Navigation Under Uncertainty by Learning the Value of Information Raihan Islam Arnob Gregory J. Stein 25 0 0 05 Mar 2024
A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study Osman Alperen Koras Jorg Schlotterer Christin Seifert 34 1 0 05 Mar 2024
MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR Jad El Karchi Hanze Chen Ali TehraniJamsaz Ali Jannesari Mihail Popov Emmanuelle Saillard 16 1 0 04 Mar 2024
Learning to Solve Job Shop Scheduling under Uncertainty Guillaume Infantes Stéphanie Roussel Pierre Pereira Antoine Jacquet Emmanuel Benazera 33 3 0 04 Mar 2024
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network Renjie Xu Guangwei Wu Weiping Wang Xing Gao An He Zhengpeng Zhang SSL 35 19 0 03 Mar 2024
Representation Learning on Heterophilic Graph with Directional Neighborhood Attention Qincheng Lu Jiaqi Zhu Sitao Luan Xiaomeng Chang 36 5 0 03 Mar 2024
MemoNav: Working Memory Model for Visual Navigation Hongxin Li Zeyu Wang Xueke Yang Yu-Ren Yang Shuqi Mei Zhaoxiang Zhang 44 5 0 29 Feb 2024
Geometric Deep Learning for Computer-Aided Design: A Survey Negar Heidari Alexandros Iosifidis 3DPC 3DV AI4CE 49 4 0 27 Feb 2024
A Neural-Evolutionary Algorithm for Autonomous Transit Network Design Andrew Holliday Gregory Dudek 59 0 0 27 Feb 2024
GARNN: An Interpretable Graph Attentive Recurrent Neural Network for Predicting Blood Glucose Levels via Multivariate Time Series Chengzhe Piao Taiyu Zhu S. Baldeweg Paul Taylor Pantelis Georgiou Jiahao Sun Jun Wang Kezhi Li AI4TS 19 1 0 26 Feb 2024
Safe Distributed Control of Multi-Robot Systems with Communication Delays Luca Ballotta Rajat Talak AI4CE 26 1 0 14 Feb 2024
Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products Guy Bar-Shalom Beatrice Bevilacqua Haggai Maron AI4CE 35 6 0 13 Feb 2024
LOSS-GAT: Label Propagation and One-Class Semi-Supervised Graph Attention Network for Fake News Detection Batool Lakzaei M. H. Chehreghani Alireza Bagheri 19 1 0 13 Feb 2024
TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning Gangda Deng Hongkuan Zhou Hanqing Zeng Yinglong Xia Christopher Leung Jianbo Li Rajgopal Kannan Viktor Prasanna 24 1 0 08 Feb 2024
Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding Dechuan Teng Chunlin Lu Xiao Xu Wanxiang Che Libo Qin 8 1 0 06 Feb 2024
Self-Labeling the Job Shop Scheduling Problem Andrea Corsini Angelo Porrello Simone Calderara Mauro DellÁmico SSL 11 14 0 22 Jan 2024
Disentangled Condensation for Large-scale Graphs Zhenbang Xiao Shunyu Liu Yu Wang Tongya Zheng Mingli Song Mingli Song Tongya Zheng DD 83 6 0 18 Jan 2024
On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks Walid Guettala László Gulyás 22 1 0 11 Jan 2024
Enhancing Personality Recognition in Dialogue by Data Augmentation and Heterogeneous Conversational Graph Networks Yahui Fu Haiyue Song Tianyu Zhao Tatsuya Kawahara 42 1 0 11 Jan 2024
Graph Q-Learning for Combinatorial Optimization Victoria M. Dax Jiachen Li Kevin Leahy Mykel J. Kochenderfer AI4CE GNN 30 2 0 11 Jan 2024
Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling Jiawei Lu Tinghan Ye Wenbo Chen Pascal Van Hentenryck AI4TS 38 0 0 08 Jan 2024
Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs Pengfei Ding Yan Wang Guanfeng Liu Nan Wang Xiaofang Zhou OODD OOD 31 2 0 07 Jan 2024
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature Chunjiang Liu Yikun Han Haiyun Xu Shihan Yang Kaidi Wang Yongye Su 25 6 0 04 Jan 2024
Strong Transitivity Relations and Graph Neural Networks Yassin Mohamadi M. H. Chehreghani GNN 27 2 0 01 Jan 2024
Swap-based Deep Reinforcement Learning for Facility Location Problems in Networks Wenxuan Guo Yanyan Xu Yaohui Jin 19 1 0 25 Dec 2023
Large Scale Training of Graph Neural Networks for Optimal Markov-Chain Partitioning Using the Kemeny Constant S. Martino João Morado Chenghao Li Zhenghao Lu E. Rosta GNN 9 0 0 22 Dec 2023
Molecular Hypergraph Neural Networks Junwu Chen Philippe Schwaller GNN 47 10 0 20 Dec 2023
FSscore: A Machine Learning-based Synthetic Feasibility Score Leveraging Human Expertise Rebecca M. Neeser Bruno Correia Philippe Schwaller 21 1 0 20 Dec 2023
CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph Silu He Qinyao Luo Xinsha Fu Ling Zhao Ronghua Du Haifeng Li 39 8 0 14 Dec 2023
Enhancing Robot Program Synthesis Through Environmental Context Tianyi Chen Qidi Wang Zhen Dong Liwei Shen Xin Peng 25 4 0 13 Dec 2023
Triplet Edge Attention for Algorithmic Reasoning Yeonjoon Jung Sungsoo Ahn GNN 36 2 0 09 Dec 2023
On the Initialization of Graph Neural Networks Jiahang Li Ya-Zhi Song Xiang Song David Wipf GNN 13 5 0 05 Dec 2023
LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks Gokul S Krishnan Sarala Padi Craig S. Greenberg Balaraman Ravindran Dinesh Manoch Ram D.Sriram 43 2 0 04 Dec 2023
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions Daniel Grimm Maximilian Zipfl Felix Hertlein Alexander Naumann Jürgen Lüttin Steffen Thoma Stefan Schmid Lavdim Halilaj Achim Rettinger J. Marius Zöllner 30 3 0 30 Nov 2023
DeepTreeGANv2: Iterative Pooling of Point Clouds M. Scham D. Krücker Kerstin Borras 3DPC 21 2 0 24 Nov 2023
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks M. Seyfi Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 46 4 0 23 Nov 2023