How Attentive are Graph Attention Networks?

30 May 2021

Papers citing "How Attentive are Graph Attention Networks?"

50 / 455 papers shown

Title
What Can We Learn From MIMO Graph Convolutions? Andreas Roth Thomas Liebig 9 0 0 16 May 2025
SpecSphere: Dual-Pass Spectral-Spatial Graph Neural Networks with Certified Robustness Y. Choi Chong-Kwon Kim 29 0 0 13 May 2025
$Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network$ Tagging fully hadronic exotic decays of the vectorlike $\mathbf{B}$ quark using a graph neural network Jai Bardhan Tanumoy Mandal Subhadip Mitra Cyrin Neeraj Mihir Rawat 28 0 0 12 May 2025
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models Alejandro Velez-Arce Marinka Zitnik 24 0 0 08 May 2025
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype Changxi Chi Jun-Xiong Xia Jingbo Zhou Jiabei Cheng Chang Yu Stan Z. Li 36 0 0 06 May 2025
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Xunkai Li Zhengyu Wu Kaichi Yu Hongchao Qin Guang Zeng Rong-Hua Li Guoren Wang 35 0 0 02 May 2025
QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks Hanjing Xu Xiaoyuan Liu Alex Pothen Ilya Safro GNN 45 0 0 29 Apr 2025
TAMO:Fine-Grained Root Cause Analysis via Tool-Assisted LLM Agent with Multi-Modality Observation Data Qi. Wang Xiao Zhang Mingyi Li Yuan Yuan Mengbai Xiao Fuzhen Zhuang Dongxiao Yu 31 0 0 29 Apr 2025
SG-Reg: Generalizable and Efficient Scene Graph Registration Chuhao Liu Zhijian Qiao Jieqi Shi Ke Wang Peize Liu Shaojie Shen 28 0 0 20 Apr 2025
EG-Gaussian: Epipolar Geometry and Graph Network Enhanced 3D Gaussian Splatting Beizhen Zhao Yifan Zhou Zijian Wang Hao Wang 3DGS 29 0 0 18 Apr 2025
Graph Network for Sign Language Tasks Shiwei Gan Yafeng Yin Zhiwei Jiang Hongkai Wen Lei Xie Sanglu Lu SLR 49 0 0 16 Apr 2025
A Graph-Based Reinforcement Learning Approach with Frontier Potential Based Reward for Safe Cluttered Environment Exploration Gabriele Calzolari Vidya Sumathy Christoforos Kanellakis G. Nikolakopoulos 147 0 0 16 Apr 2025
Emergence of Computational Structure in a Neural Network Physics Simulator Rohan Hitchcock Gary W. Delaney J. Manton Richard Scalzo Jingge Zhu 29 0 0 16 Apr 2025
Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints Wenzhong Yan Feng Yin Jun Gao Ao Wang Yang Tian Ruizhi Chen 20 0 0 07 Apr 2025
MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions Minwei Zhao S. Šćepanović Stephen Law Daniele Quercia Ivica Obadic 35 0 0 07 Apr 2025
Semantic-guided Representation Learning for Multi-Label Recognition Ruhui Zhang Hezhe Qiao Pengcheng Xu Mingsheng Shang Lin Chen 31 0 0 04 Apr 2025
Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification Jonas Teufel Annika Leinweber Pascal Friederich 44 0 0 03 Apr 2025
Accelerating High-Efficiency Organic Photovoltaic Discovery via Pretrained Graph Neural Networks and Generative Reinforcement Learning Jiangjie Qiu Hou Hei Lam Xiuyuan Hu Wentao Li Siwei Fu Fankun Zeng Hao Zhang Xinyu Wang OnRL 45 0 0 31 Mar 2025
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval Zixu Li Zhiheng Fu Yupeng Hu Zhiwei Chen Haokun Wen Liqiang Nie 36 0 0 27 Mar 2025
COLSON: Controllable Learning-Based Social Navigation via Diffusion-Based Reinforcement Learning Yuki Tomita Kohei Matsumoto Yuki Hyodo Ryo Kurazume 66 0 0 18 Mar 2025
OKRA: an Explainable, Heterogeneous, Multi-Stakeholder Job Recommender System Roan Schellingerhout Francesco Barile N. Tintarev CML 63 0 0 17 Mar 2025
Weighted Graph Structure Learning with Attention Denoising for Node Classification Tingting Wang Jiaxin Su Haobing Liu Ruobing Jiang 63 0 0 15 Mar 2025
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features Andreas Peintner Marta Moscati Emilia Parada-Cabaleiro Markus Schedl Eva Zangerle GNN 96 2 0 13 Mar 2025
Explainable Android Malware Detection and Malicious Code Localization Using Graph Attention Merve Cigdem Ipek Sevil Sen 58 0 0 10 Mar 2025
Provably Correct Automata Embeddings for Optimal Automata-Conditioned Reinforcement Learning Beyazit Yalcinkaya Niklas T. Lauffer Marcell Vazquez-Chanlatte S. Seshia OffRL 52 0 0 06 Mar 2025
Leap: Inductive Link Prediction via Learnable TopologyAugmentation Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas 57 0 0 05 Mar 2025
Reliable and Efficient Multi-Agent Coordination via Graph Neural Network Variational Autoencoders Yue Meng Nathalie Majcherczyk Wenliang Liu Scott Kiesel Chuchu Fan Federico Pecora GNN 74 0 0 04 Mar 2025
Multi-agent Auto-Bidding with Latent Graph Diffusion Models Dom Huh P. Mohapatra DiffM AI4CE 41 0 0 04 Mar 2025
Depth-Adaptive Graph Neural Networks via Learnable Bakry-Émery Curvature Asela Hevapathige Ahad N. Zehmakan Qing Wang 73 0 0 03 Mar 2025
Edge Prompt Tuning for Graph Neural Networks Xingbo Fu Yinhan He Jundong Li 50 1 0 02 Mar 2025
Channel-Attentive Graph Neural Networks Tuğrul Hasan Karabulut İnci M. Baytaş 44 0 0 01 Mar 2025
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 114 0 0 13 Feb 2025
LLM4GNAS: A Large Language Model Based Toolkit for Graph Neural Architecture Search Yang Gao Hong Yang Y. Chen Junxian Wu Peng Zhang Haishuai Wang 48 0 0 12 Feb 2025
Rethinking Tokenized Graph Transformers for Node Classification Jinsong Chen Chenyang Li Gaichao Li J. Hopcroft Kun He 59 0 0 12 Feb 2025
Norm Augmented Graph AutoEncoders for Link Prediction Yunhui Liu Huaisong Zhang Xinyi Gao Liuye Guo Zhen Tao Tieke He 48 0 0 09 Feb 2025
Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction Ruochen Li Tanqiu Qiao Stamos Katsigiannis Zhanxing Zhu Hubert P. H. Shum AI4TS 68 1 0 04 Feb 2025
LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention Networks Liudi Yang Ruben Mascaro Ignacio Alzugaray Sai Manoj Prakhya Marco Karrer Ziyuan Liu M. Chli 3DPC 91 1 0 31 Jan 2025
Personalized Layer Selection for Graph Neural Networks Kartik Sharma Vineeth Rakesh Mohan Yingtong Dou Srijan Kumar Mahashweta Das 45 0 0 28 Jan 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks Taoran Fang Tianhong Gao Chunping Wang Yihao Shang Wei Chow Lei Chen Yang Yang 46 1 0 23 Jan 2025
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations in Dynamic Sensing Networks Qishen Zhou Yifan Zhang Michail A. Makridis Anastasios Kouvelas Yibing Wang Simon Hu AI4TS 77 1 0 21 Jan 2025
GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor Pressures Marco Hoffmann Hans Hasse F. Jirasek 45 1 0 15 Jan 2025
Graph-Based Multimodal and Multi-view Alignment for Keystep Recognition Julia Lee Romero Kyle Min Subarna Tripathi Morteza Karimzadeh 35 0 0 07 Jan 2025
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers James H. Tanis Chris Giannella Adrian V. Mariano AI4CE GNN FaML PINN 58 0 0 27 Dec 2024
AutoSculpt: A Pattern-based Model Auto-pruning Framework Using Reinforcement Learning and Graph Learning Lixian Jing Jianpeng Qi Junyu Dong Yanwei Yu 3DPC AI4CE 44 0 0 24 Dec 2024
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs Imam Nur Bani Yusuf Lingxiao Jiang 85 0 0 18 Dec 2024
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media Muhammad Arslan Manzoor Ruihong Zeng Dilshod Azizov Preslav Nakov Shangsong Liang 79 0 0 12 Dec 2024
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective Yushun Dong Patrick Soga Yinhan He Song Wang Jundong Li 96 0 0 10 Dec 2024
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval T. Y. S. S. Santosh Hassan Sarwat Matthias Grabmair 67 0 0 01 Dec 2024
Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence Lukas Schulze Balhorn Kevin Degens Artur M. Schweidtmann AI4CE 66 0 0 30 Nov 2024
Rewiring Techniques to Mitigate Oversquashing and Oversmoothing in GNNs: A Survey Hugo Attali Davide Buscaldi Nathalie Pernelle AI4CE 71 1 0 26 Nov 2024