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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,898 papers shown

Title
Recent Advances in Malware Detection: Graph Learning and Explainability Hossein Shokouhinejad Roozbeh Razavi-Far Hesamodin Mohammadian Mahdi Rabbani Samuel Ansong Griffin Higgins Ali Ghorbani AAML 137 2 0 14 Feb 2025
Simple Path Structural Encoding for Graph Transformers Louis Airale Antonio Longa Mattia Rigon Andrea Passerini Roberto Passerone 195 0 0 13 Feb 2025
Enhancing the Utility of Higher-Order Information in Relational Learning Raphael Pellegrin Lukas Fesser Melanie Weber 169 0 0 13 Feb 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 161 3 0 13 Feb 2025
Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence Yuankai Luo Lei Shi Xiao-Ming Wu AI4CE 234 0 0 13 Feb 2025
Biologically Plausible Brain Graph Transformer Ciyuan Peng Yuelong Huang Qichao Dong Shuo Yu Xiwei Xu Chengqi Zhang Yaochu Jin 121 1 0 13 Feb 2025
CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection Karish Grover Geoffrey J. Gordon Christos Faloutsos 127 0 0 12 Feb 2025
MixDec Sampling: A Soft Link-based Sampling Method of Graph Neural Network for Recommendation Xiangjin Xie Yiran Chen Ruipeng Wang Kai Ouyang Zihan Zhang ... Buyue Qian Hansen Zheng Bo Hu Chengxiang Zhuo Zang Li 121 3 0 12 Feb 2025
Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal Features Ugochukwu Orji Çiçek Güven Dan Stowell AI4TS 64 0 0 12 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 84 1 0 12 Feb 2025
Rethinking Tokenized Graph Transformers for Node Classification Jinsong Chen Chenyang Li Gaichao Li John E. Hopcroft Kun He 142 1 0 12 Feb 2025
Deep Semantic Graph Learning via LLM based Node Enhancement Chuanqi Shi Yiyi Tao Hang Zhang Lun Wang Shaoshuai Du Yixian Shen Yanxin Shen 133 3 0 11 Feb 2025
DeepMill: Neural Accessibility Learning for Subtractive Manufacturing Fanchao Zhong Yang Wang Peng Wang Lin Lu Haisen Zhao HAI 97 0 0 10 Feb 2025
RelGNN: Composite Message Passing for Relational Deep Learning Tianlang Chen Charilaos I. Kanatsoulis Jure Leskovec GNN AI4CE 83 4 0 10 Feb 2025
What makes a good feedforward computational graph? Alex Vitvitskyi J. G. Araújo Marc Lackenby Petar Velickovic 129 3 0 10 Feb 2025
Prompt-Driven Continual Graph Learning Qi Wang Tianfei Zhou Ye Yuan Rui Mao CLL 142 0 0 10 Feb 2025
GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation Danny Wang Ruihong Qiu Guangdong Bai Zi Huang 403 4 0 09 Feb 2025
Norm Augmented Graph AutoEncoders for Link Prediction Yunhui Liu Huaisong Zhang Xinyi Gao Liuye Guo Zhen Tao Tieke He 58 0 0 09 Feb 2025
Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities Ding Hu Pengxiang Hua Zhen Huang 250 0 0 09 Feb 2025
LRA-GNN: Latent Relation-Aware Graph Neural Network with Initial and Dynamic Residual for Facial Age Estimation Yiping Zhang Yuntao Shou Wei Ai Tao Meng Keqin Li CVBM 120 1 0 08 Feb 2025
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning Chengkai Han Jingyuan Wang Y. Wang Xie Yu Hao Lin Chao Li Junjie Wu AI4TS 100 1 0 08 Feb 2025
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation Shilong Zhang Wenbo Li Shoufa Chen Chongjian Ge Peize Sun Yunke Zhang Yi Jiang Zehuan Yuan Binyue Peng Ping Luo DiffM VGen 228 6 0 07 Feb 2025
Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks Niccolò Grillo Andrea Toccaceli Joël Mathys Benjamin Estermann Stefania Fresca Roger Wattenhofer AI4CE LRM 288 0 0 06 Feb 2025
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models Rui Cai Chao Wang Qianyi Cai Dazhong Shen Hui Xiong RALM 132 0 0 06 Feb 2025
FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction Yitong Duan Weiran Wang Jian Li 87 0 0 05 Feb 2025
Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators Yuan Xinjie Khalid M. Mosalam AI4CE 96 0 0 05 Feb 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation Zhen Zhang Bingsheng He 271 2 0 05 Feb 2025
EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning Shengda Zhuo Jiwang Fang Hongguang Lin Yin Tang Min Chen Changdong Wang Shuqiang Huang 76 0 0 04 Feb 2025
Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective Chang Liu Hai Huang Yujie Xing Xingquan Zuo AAML 84 0 0 04 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 121 4 0 04 Feb 2025
Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment Shuo Wang Bokui Wang Zhixiang Shen Boyan Deng Zhao Kang 211 2 0 04 Feb 2025
No Metric to Rule Them All: Toward Principled Evaluations of Graph-Learning Datasets Corinna Coupette Jeremy Wayland Emily Simons Bastian Rieck 172 3 0 04 Feb 2025
Towards graph neural networks for provably solving convex optimization problems Chendi Qian Christopher Morris 92 1 0 04 Feb 2025
Molecular Odor Prediction Based on Multi-Feature Graph Attention Networks HongXin Xie Jiande Sun Yi Shao Shuai Li Sujuan Hou YuLong Sun Jinqiao Wang 78 1 0 03 Feb 2025
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments Stavros Orfanoudakis Nanda Kishor Panda Peter Palensky Pedro P. Vergara AI4CE 156 0 0 03 Feb 2025
Enhancing Environmental Robustness in Few-shot Learning via Conditional Representation Learning Qianyu Guo Jingrong Wu Tianxing Wu Hongru Wang Weifeng Ge Wenqiang Zhang 53 0 0 03 Feb 2025
UPL: Uncertainty-aware Pseudo-labeling for Imbalance Transductive Node Classification Mohammad T. Teimuri Zahra Dehghanian Gholamali Aminian Hamid R. Rabiee 106 0 0 02 Feb 2025
BrainOOD: Out-of-distribution Generalizable Brain Network Analysis Jiaxing Xu Yongqiang Chen Xia Dong Mengcheng Lan Tiancheng Huang Qingtian Bian James Cheng Yiping Ke OOD 119 2 0 02 Feb 2025
AGNNCert: Defending Graph Neural Networks against Arbitrary Perturbations with Deterministic Certification Jiate Li Binghui Wang AAML 121 2 0 02 Feb 2025
Leveraging Joint Predictive Embedding and Bayesian Inference in Graph Self Supervised Learning Srinitish Srinivasan Omkumar CU SSL BDL 155 0 0 02 Feb 2025
DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale Ziyang Zheng Shan Huang Jianyuan Zhong Zhengyuan Shi Guohao Dai Ningyi Xu Qiang Xu GNN 149 4 0 02 Feb 2025
GraphMinNet: Learning Dependencies in Graphs with Light Complexity Minimal Architecture Md Atik Ahamed Andrew Cheng Qiang Ye Q. Cheng GNN 104 0 0 01 Feb 2025
Multi-Order Hyperbolic Graph Convolution and Aggregated Attention for Social Event Detection Yao Liu Zhilan Liu Tien Ping Tan Yuxin Li 129 0 0 01 Feb 2025
Spectro-Riemannian Graph Neural Networks Karish Grover Haiyang Yu Xiang Song Qi Zhu Han Xie V. Ioannidis Christos Faloutsos 150 1 0 01 Feb 2025
Generic Multimodal Spatially Graph Network for Spatially Embedded Network Representation Learning Xudong Fan Jürgen Hackl 115 0 0 01 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 149 1 0 31 Jan 2025
Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks Lars C.P.M. Quaedvlieg 105 0 0 31 Jan 2025
Gradual Domain Adaptation for Graph Learning Pui Ieng Lei Ximing Chen Yijun Sheng Yanyan Liu J. Guo Zhiguo Gong OOD 125 0 0 29 Jan 2025
Rethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help? Keqi Han Yao Su Lifang He Liang Zhan Sergey Plis Vince D. Calhoun Carl Yang AI4CE 112 1 0 28 Jan 2025
Chinese Stock Prediction Based on a Multi-Modal Transformer Framework: Macro-Micro Information Fusion Lumen AI Tengzhou No. 1 Middle School Shihao Ji Zihui Song Fucheng Zhong Jisen Jia Zhaobo Wu Zheyi Cao Xu Tianhao 82 0 0 28 Jan 2025