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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,886 papers shown

Title
Personalized News Recommendation with Multi-granularity Candidate-aware User Modeling Qiang Li Xinze Lin Shenghao Lv Faliang Huang Xuelong Li 91 0 0 19 Apr 2025
Dual-channel Heterophilic Message Passing for Graph Fraud Detection Wentao Zhang Jingxing Zhong Guangzhen Yao Renda Han Xiaojian Lin Zeyu Zhang Cuicui Luo 67 0 0 19 Apr 2025
FedC4: Graph Condensation Meets Client-Client Collaboration for Efficient and Private Federated Graph Learning Zekai Chen Miao Hu Yinlin Zhu Rong-Hua Li Guoren Wang FedML 91 0 0 19 Apr 2025
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs Shenzhi Yang Bin Liang An Liu Lin Gui Xingkai Yao Xiaofang Zhang OODD 198 4 0 18 Apr 2025
EG-Gaussian: Epipolar Geometry and Graph Network Enhanced 3D Gaussian Splatting Beizhen Zhao Yifan Zhou Zijian Wang Hao Wang 3DGS 76 0 0 18 Apr 2025
Simplifying Graph Convolutional Networks with Redundancy-Free Neighbors Jielong Lu Zhihao Wu Zhiling Cai Yueyang Pi Shiping Wang GNN 177 0 0 18 Apr 2025
MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL Jinhui Pang Changqing Lin Hao Lin Jinglin He Zhengjun Li Zhihui Zhang Xiaoshuai Hao CLL 55 0 0 18 Apr 2025
Explainable Scene Understanding with Qualitative Representations and Graph Neural Networks Nassim Belmecheri A. Gotlieb Nadjib Lazaar Helge Spieker GNN 96 0 0 17 Apr 2025
Hierarchical Vector Quantized Graph Autoencoder with Annealing-Based Code Selection Long Zeng Jianxiang Yu Jiapeng Zhu Qingsong Zhong Xiang Li 72 0 0 17 Apr 2025
Transferrable Surrogates in Expressive Neural Architecture Search Spaces Shiwen Qin Gabriela Kadlecová Martin Pilát Shay B. Cohen Roman Neruda Elliot J. Crowley Jovita Lukasik Linus Ericsson AI4CE 406 1 0 17 Apr 2025
Graph Learning at Scale: Characterizing and Optimizing Pre-Propagation GNNs Zichao Yue Chenhui Deng Zhiru Zhang AI4CE 75 0 0 17 Apr 2025
Emergence of Computational Structure in a Neural Network Physics Simulator Rohan Hitchcock Gary W. Delaney J. Manton Richard Scalzo Jingge Zhu 63 0 0 16 Apr 2025
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex Azadeh Beiranvand Seyed Mehdi Vahidipour 81 0 0 16 Apr 2025
H $^3$ GNNs: Harmonizing Heterophily and Homophily in GNNs via Joint Structural Node Encoding and Self-Supervised Learning Rui Xue Tianfu Wu AI4CE 105 0 0 16 Apr 2025
Subset-Contrastive Multi-Omics Network Embedding Pedro H. C. Avelar Min-Ying Wu S. Tsoka 153 0 0 15 Apr 2025
Network Alignment Ruiming Tang Ziyun Yong Shuyu Jiang Xingshu Chen Yang Liu Yuanxing Zhang Gui-Quan Sun Wei Wang 79 1 0 15 Apr 2025
Trajectory Encoding Temporal Graph Networks Jiafeng Xiong Rizos Sakellariou AI4CE 94 0 0 15 Apr 2025
GC-GAT: Multimodal Vehicular Trajectory Prediction using Graph Goal Conditioning and Cross-context Attention Mahir Gulzar Yar Muhammad Naveed Muhammad 54 0 0 15 Apr 2025
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision Heming Xu Xiaohui Liu Zhilu Zhang Hongzhi Zhang Xiaohe Wu Wangmeng Zuo 65 0 0 14 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 56 1 0 14 Apr 2025
Ensemble-Enhanced Graph Autoencoder with GAT and Transformer-Based Encoders for Robust Fault Diagnosis Moirangthem Tiken Singh AI4CE 62 1 0 13 Apr 2025
Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling Da Yuan 36 0 0 13 Apr 2025
FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training Qingbin Liu Xiaoqian Jiang Xuzhao Li Bohan Zhang Jing Zhang 50 0 0 12 Apr 2025
Particle Hit Clustering and Identification Using Point Set Transformers in Liquid Argon Time Projection Chambers Edgar E. Robles A. Yankelevich Wenjie Wu J. Bian Pierre Baldi 63 0 0 11 Apr 2025
A Reproducibility Study of Graph-Based Legal Case Retrieval Gregor Donabauer Udo Kruschwitz AILaw 69 0 0 11 Apr 2025
Hardware Design and Security Needs Attention: From Survey to Path Forward Sujan Ghimire Muhtasim Alam Chowdhury B. S. Latibari M. Mamun Jaeden Wolf Carpenter Benjamin Tan Hammond Pearce Pratik Satam Soheil Salehi Soheil Salehi 3DV 85 0 0 11 Apr 2025
PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection Xiong Li Shulei Liu Xingning Chen Yisong Wu Dong Zhu 111 0 0 11 Apr 2025
Local Distance-Preserving Node Embeddings and Their Performance on Random Graphs My Le Luana Ruiz Souvik Dhara 67 0 0 11 Apr 2025
Hypergraph Vision Transformers: Images are More than Nodes, More than Edges Joshua Fixelle ViT 84 2 0 11 Apr 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 65 3 0 10 Apr 2025
Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling Chaojian Li Zhifan Ye Massimiliano Lupo Pasini Jong Youl Choi Cheng Wan Y. Lin Prasanna Balaprakash 86 1 0 10 Apr 2025
Between Linear and Sinusoidal: Rethinking the Time Encoder in Dynamic Graph Learning Hsing-Huan Chung Shravan Chaudhari Xing Han Yoav Wald Suchi Saria Joydeep Ghosh AI4TS 76 0 0 10 Apr 2025
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction Khai Phan Tran Xue Li 107 0 0 09 Apr 2025
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs Songwei Zhao Yuan Jiang Zijing Zhang Yang Yu Hechang Chen 75 0 0 09 Apr 2025
DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion Wei Huang M. Liang Peining Li Xu Hou Yawen Li Junping Du Zhe Xue Zeli Guan DiffM 75 0 0 09 Apr 2025
Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction Zongyue Qin Shichang Zhang Mingxuan Ju Tong Zhao Neil Shah Yizhou Sun 52 0 0 08 Apr 2025
LExT: Towards Evaluating Trustworthiness of Natural Language Explanations Krithi Shailya Shreya Rajpal Gokul S Krishnan Balaraman Ravindran ELM 118 1 0 08 Apr 2025
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 97 0 0 07 Apr 2025
Enhancing Leaf Disease Classification Using GAT-GCN Hybrid Model Shyam Sundhar Riya Sharma Priyansh Maheshwari Suvidha Rupesh Kumar T. Sunil Kumar 62 0 0 07 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 34 0 0 07 Apr 2025
AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification Wang Tang Fethiye Irmak Dogan Linbo Qing Hatice Gunes 67 0 0 07 Apr 2025
GAMDTP: Dynamic Trajectory Prediction with Graph Attention Mamba Network Yunxiang Liu Hongkuo Niu Jianlin Zhu 62 0 0 07 Apr 2025
GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Aditya Hemant Shahane Prathosh A.P Sandeep Kumar CLL 67 0 0 07 Apr 2025
GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction Yoshitaka Inoue Tianfan Fu Augustin Luna 51 0 0 07 Apr 2025
Divergent Paths: Separating Homophilic and Heterophilic Learning for Enhanced Graph-level Representations Han Lei Jiaxing Xu Xia Dong Yiping Ke GNN 83 0 0 06 Apr 2025
Deliberate Planning of 3D Bin Packing on Packing Configuration Trees Hang Zhao Juzhan Xu Kexiong Yu Ruizhen Hu Chenyang Zhu K. Xu 154 2 0 06 Apr 2025
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Xiao Lin Zhichen Zeng Tianxin Wei Zhining Liu Yuzhong Chen Hanghang Tong AI4TS 109 2 0 05 Apr 2025
TGraphX: Tensor-Aware Graph Neural Network for Multi-Dimensional Feature Learning Arash Sajjadi Mark Eramian 67 0 0 04 Apr 2025
Improving Brain Disorder Diagnosis with Advanced Brain Function Representation and Kolmogorov-Arnold Networks Tyler Ward Abdullah-Al-Zubaer Imran 59 0 0 04 Apr 2025
Fourier Sliced-Wasserstein Embedding for Multisets and Measures Tal Amir Nadav Dym 176 5 0 03 Apr 2025