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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Counterfactual Causal Inference in Natural Language with Large Language Models Gaël Gendron Jože M. Rožanec Michael Witbrock Gillian Dobbie CML 73 3 0 08 Oct 2024
Molecular Dynamics and Machine Learning Unlock Possibilities in Beauty Design -- A Perspective Yuzhi Xu Haowei Ni Qinhui Gao Chia-Hua Chang Yanran Huo ... Yike Zhang Radu Grovu Min He John Z. H. Zhang Yuanqing Wang AI4CE 72 0 0 08 Oct 2024
Diffusing to the Top: Boost Graph Neural Networks with Minimal Hyperparameter Tuning Lequan Lin Dai Shi Andi Han Zhiyong Wang Junbin Gao 99 0 0 08 Oct 2024
When Graph Neural Networks Meet Dynamic Mode Decomposition Dai Shi Lequan Lin Andi Han Zhiyong Wang Yi Guo Junbin Gao AI4CE 73 0 0 08 Oct 2024
Unitary convolutions for learning on graphs and groups B. Kiani Lukas Fesser Melanie Weber GNN 83 2 0 07 Oct 2024
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search Amber Cassimon Phil Reiter Siegfried Mercelis Kevin Mets 85 0 0 07 Oct 2024
Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks Rui Xue Tong Zhao Neil Shah Xiaorui Liu GNN 72 1 0 07 Oct 2024
BSG4Bot: Efficient Bot Detection based on Biased Heterogeneous Subgraphs Hao Miao Zida Liu Jun Gao 73 0 0 07 Oct 2024
Defense-as-a-Service: Black-box Shielding against Backdoored Graph Models Xiao Yang Kai Zhou Y. Lai Gaolei Li AAML 46 0 0 07 Oct 2024
Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification F. Alharbi Aleksandar Vakanski Boyu Zhang Murtada K. Elbashir Mohanad Mohammed 76 1 0 05 Oct 2024
Efficient Large-Scale Urban Parking Prediction: Graph Coarsening Based on Real-Time Parking Service Capability Yixuan Wang Zhenwu Chen Kangshuai Zhang Yunduan Cui Lei Peng Lei Peng GNN 88 0 0 05 Oct 2024
Improving Temporal Link Prediction via Temporal Walk Matrix Projection Xiaodong Lu Leilei Sun T. Zhu Weifeng Lv AI4TS 64 4 0 05 Oct 2024
Improving Node Representation by Boosting Target-Aware Contrastive Loss Ying-Chun Lin Jennifer Neville SSL 49 0 0 04 Oct 2024
Linear Transformer Topological Masking with Graph Random Features Isaac Reid Kumar Avinava Dubey Deepali Jain Will Whitney Amr Ahmed ... Connor Schenck Richard E. Turner René Wagner Adrian Weller Krzysztof Choromanski 87 1 0 04 Oct 2024
GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction Shijin Duan Ruyi Ding Jiaxing He A. A. Ding Yunsi Fei Xiaolin Xu 51 0 0 04 Oct 2024
GraphRouter: A Graph-based Router for LLM Selections Tao Feng Yanzhen Shen Jiaxuan You 194 25 0 04 Oct 2024
Mesh-Informed Reduced Order Models for Aneurysm Rupture Risk Prediction Giuseppe Alessio DÍnverno Saeid Moradizadeh Sajad Salavatidezfouli Pasquale Claudio Africa G. Rozza AI4CE 106 0 0 04 Oct 2024
MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty Leo Bringer Joey Wilson Kira Barton Maani Ghaffari DiffM 60 0 0 04 Oct 2024
SPHINX: Structural Prediction using Hypergraph Inference Network Iulia Duta Pietro Lio 97 2 0 04 Oct 2024
GABIC: Graph-based Attention Block for Image Compression Gabriele Spadaro Alberto Presta Enzo Tartaglione Jhony H. Giraldo Marco Grangetto Attilio Fiandrotti 77 3 0 03 Oct 2024
Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification Sudipta Singha Roy Xindi Wang Robert E. Mercer Frank Rudzicz 62 0 0 03 Oct 2024
Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging Jiwon Youn Dong Woo Kang Hyun Kook Lim Mansu Kim AI4CE 34 0 0 03 Oct 2024
ClassContrast: Bridging the Spatial and Contextual Gaps for Node Representations Md Joshem Uddin Astrit Tola Varin Sikand Cüneyt Gürcan Akçora Baris Coskunuzer 74 1 0 03 Oct 2024
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms Julius von Rohrscheidt Bastian Rieck 113 1 0 03 Oct 2024
MANTRA: The Manifold Triangulations Assemblage Rubén Ballester Ernst Röell Daniel Bin Schmid Mathieu Alain Sergio Escalera Carles Casacuberta Bastian Rieck 153 6 0 03 Oct 2024
FARM: Functional Group-Aware Representations for Small Molecules Thao Nguyen Kuan-Hao Huang Ge Liu Martin D. Burke Ying Diao Heng Ji 63 1 0 02 Oct 2024
FLAG: Financial Long Document Classification via AMR-based GNN Bolun "Namir" Xia Aparna Gupta Mohammed J Zaki AI4TS AIFin 75 0 0 02 Oct 2024
PROXI: Challenging the GNNs for Link Prediction Astrit Tola Jack Myrick Baris Coskunuzer 90 0 0 02 Oct 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis Jipeng Han 108 0 0 02 Oct 2024
Verbalized Graph Representation Learning: A Fully Interpretable Graph Model Based on Large Language Models Throughout the Entire Process Xingyu Ji Jiale Liu Lu Li Maojun Wang Zeyu Zhang 81 1 0 02 Oct 2024
Simplifying complex machine learning by linearly separable network embedding spaces Alexandros Xenos N. Malod-Dognin Natasa Przulj 49 0 0 02 Oct 2024
Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering Yu Zhang Kehai Chen Xuefeng Bai zhao kang Quanjiang Guo Min Zhang 120 12 0 02 Oct 2024
Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power Zhe Wang Tianjian Zhao Zhen Zhang Jiawei Chen Sheng Zhou Yan Feng Chun Chen Can Wang 70 1 0 02 Oct 2024
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning Jiaqing Xie Yue Zhao 134 1 0 02 Oct 2024
Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis Qunzhong Wang Xiangguo Sun Hong Cheng 142 5 0 02 Oct 2024
WiGNet: Windowed Vision Graph Neural Network Gabriele Spadaro Marco Grangetto Attilio Fiandrotti Enzo Tartaglione Jhony H. Giraldo 54 1 0 01 Oct 2024
GAMMA-PD: Graph-based Analysis of Multi-Modal Motor Impairment Assessments in Parkinson's Disease Favour Nerrise Alice Louise Heiman Ehsan Adeli 74 0 0 01 Oct 2024
Cross-Camera Data Association via GNN for Supervised Graph Clustering Đorđe Nedeljković 44 0 0 01 Oct 2024
LinkThief: Combining Generalized Structure Knowledge with Node Similarity for Link Stealing Attack against GNN Yuxing Zhang Siyuan Meng Chunchun Chen Mengyao Peng Hongyan Gu Xinli Huang 131 1 0 01 Oct 2024
STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song AI4TS GNN 89 1 0 01 Oct 2024
Softmax is not Enough (for Sharp Size Generalisation) Petar Velickovic Christos Perivolaropoulos Federico Barbero Razvan Pascanu 114 17 0 01 Oct 2024
COLLAGE: Collaborative Human-Agent Interaction Generation using Hierarchical Latent Diffusion and Language Models Divyanshu Daiya Damon Conover Aniket Bera DiffM 102 0 0 30 Sep 2024
Computing Systemic Risk Measures with Graph Neural Networks Lukas Gonon Thilo Meyer-Brandis Niklas Weber 109 1 0 30 Sep 2024
GTransPDM: A Graph-embedded Transformer with Positional Decoupling for Pedestrian Crossing Intention Prediction Chen Xie Ciyun Lin Xiaoyu Zheng Bowen Gong Dayong Wu ViT 127 0 0 30 Sep 2024
A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends Yucheng Wang Min-man Wu Xiaoli Li Lihua Xie Zhenghua Chen AI4TS AI4CE 63 5 0 29 Sep 2024
DropEdge not Foolproof: Effective Augmentation Method for Signed Graph Neural Networks Zeyu Zhang Lu Li Shuyan Wan Sijie Wang Zhiyi Wang Zhiyuan Lu Dong Hao Wanli Li 70 2 0 29 Sep 2024
DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decoupling K. Mancini I. Rekik 82 1 0 29 Sep 2024
STTM: A New Approach Based Spatial-Temporal Transformer And Memory Network For Real-time Pressure Signal In On-demand Food Delivery Jiang Wang Haibin Wei Xiaowei Xu Jiacheng Shi Jian Nie Longzhi Du Taixu Jiang AI4TS 417 0 0 29 Sep 2024
One Node Per User: Node-Level Federated Learning for Graph Neural Networks Zhidong Gao Yuanxiong Guo Yanmin Gong FedML 65 0 0 29 Sep 2024
Evaluating Financial Relational Graphs: Interpretation Before Prediction Yingjie Niu Lanxin Lu Rian Dolphin Valerio Poti Ruihai Dong AIFin 70 1 0 28 Sep 2024