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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,893 papers shown

Title
Fourier Sliced-Wasserstein Embedding for Multisets and Measures Tal Amir Nadav Dym 178 5 0 03 Apr 2025
Graphs are everywhere -- Psst! In Music Recommendation too Bharani Jayakumar Orkun Özoğlu 59 0 0 03 Apr 2025
Graph Attention-Driven Bayesian Deep Unrolling for Dual-Peak Single-Photon Lidar Imaging Kyungmin Choi JaKeoung Koo S. Mclaughlin Abderrahim Halimi 3DPC 3DV 85 0 0 03 Apr 2025
Graph Attention for Heterogeneous Graphs with Positional Encoding Nikhil Shivakumar Nayak GNN 73 0 0 03 Apr 2025
Toward General and Robust LLM-enhanced Text-attributed Graph Learning Zihao Zhang Miao Hu Rong-Hua Li Bing Zhou Zhenjun Li Guoren Wang 79 0 0 03 Apr 2025
HCAF-DTA: drug-target binding affinity prediction with cross-attention fused hypergraph neural networks Jiannuo Li Lan Yao 43 0 0 02 Apr 2025
MLKV: Efficiently Scaling up Large Embedding Model Training with Disk-based Key-Value Storage Yongjun He R. Waleffe Zhichao Han Johnu George Binhang Yuan ... Yinan Shan Yang Zhao Debojyoti Dutta Theodoros Rekatsinas Ce Zhang AIFin 93 0 0 02 Apr 2025
Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights Célia Nouri Jean-Philippe Cointet Chloé Clavel 82 0 0 02 Apr 2025
OmniCellTOSG: The First Cell Text-Omic Signaling Graphs Dataset for Joint LLM and GNN Modeling Heming Zhang Tim Xu Dekang Cao Shunning Liang Lars Schimmelpfennig ... Guangfu Li Michael Province Yixin Chen Philip R. O. Payne Fuhai Li 43 0 0 02 Apr 2025
GTR: Graph-Table-RAG for Cross-Table Question Answering Jiaru Zou Dongqi Fu Sirui Chen Xinrui He Zihao Li Yada Zhu Jiawei Han Jingrui He LMTD 113 1 0 02 Apr 2025
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics Zhaoxing Li Xiaoming Zhang Haifeng Zhang Chengxiang Liu 98 0 0 02 Apr 2025
Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code Roxane Cohen Robin David Florian Yger Fabrice Rossi AAML 65 0 0 02 Apr 2025
Adversarial Curriculum Graph-Free Knowledge Distillation for Graph Neural Networks Yuang Jia Xiaojuan Shan Jun Xia Guancheng Wan Y. Zhang Wenke Huang Mang Ye Stan Z. Li 113 0 0 01 Apr 2025
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments Enjun Du Miao Hu Tian Jin Zhihan Zhang Rong-Hua Li Guoren Wang 121 4 0 01 Apr 2025
Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts Jongha Lee Taehyung Kwon Heechan Moon Kijung Shin AI4TS 101 0 0 01 Apr 2025
Reducing Smoothness with Expressive Memory Enhanced Hierarchical Graph Neural Networks Thomas Bailie Yun Sing Koh S. Karthik Mukkavilli V. Vetrova AI4TS 250 0 0 01 Apr 2025
Inductive Graph Representation Learning with Quantum Graph Neural Networks Arthur M. Faria Ignacio F. Graña Savvas Varsamopoulos GNN 126 0 0 31 Mar 2025
Graph Transformer-Based Flood Susceptibility Mapping: Application to the French Riviera and Railway Infrastructure Under Climate Change Sreenath Vemula Filippo Gatti Pierre Jehel AI4CE 39 0 0 31 Mar 2025
FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality Assessment Ruisheng Han Kanglei Zhou Amir Atapour-Abarghouei Xiaohui Liang Hubert P. H. Shum CML 158 0 0 31 Mar 2025
Lorentzian Graph Isomorphic Network Srinitish Srinivasan Omkumar CU AI4CE 129 0 0 31 Mar 2025
GAL-MAD: Towards Explainable Anomaly Detection in Microservice Applications Using Graph Attention Networks Lahiru Akmeemana Chamodya Attanayake Husni Faiz Sandareka Wickramanayake MLAU AI4TS 80 0 0 31 Mar 2025
MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning M. R. Verdelho Alexandre Bernardino Catarina Barata 72 0 0 29 Mar 2025
Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification, An Interpretable Multi-Omics Approach F. Alharbi Nishant Budhiraja Aleksandar Vakanski Boyu Zhang Murtada K. Elbashir Hrshith Gudur Mohanad Mohammed 77 0 0 29 Mar 2025
AuditVotes: A Framework Towards More Deployable Certified Robustness for Graph Neural Networks Y. Lai Yulin Zhu Yizhou Sun Yongpeng Wu Bin Xiao Gaolei Li Jianhua Li Kai Zhou AAML 123 0 0 29 Mar 2025
CFiCS: Graph-Based Classification of Common Factors and Microcounseling Skills Fabian Schmidt Karin Hammerfald Henrik Haaland Jahren Vladimir Vlassov 50 0 0 28 Mar 2025
MFH: A Multi-faceted Heuristic Algorithm Selection Approach for Software Verification Jie Su Liansai Deng Cheng Wen Rong Wang Zejun Ma N. Zhang Cong Tian Zhenhua Duan Shengchao Qin 69 0 0 28 Mar 2025
DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation Munib Mesinovic Soheila Molaei Peter Watkinson Tingting Zhu AI4TS 68 0 0 28 Mar 2025
Rethinking Graph Structure Learning in the Era of LLMs Zhihan Zhang Miao Hu Guang Zeng Hongchao Qin Rong-Hua Li Guoren Wang 128 0 0 27 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 123 1 0 27 Mar 2025
Graph-Based Uncertainty-Aware Self-Training with Stochastic Node Labeling Tom Liu Anna Wu Chao Li 60 0 0 26 Mar 2025
Graph-Enhanced Model-Free Reinforcement Learning Agents for Efficient Power Grid Topological Control Eloy Anguiano Batanero Ángela Fernández Álvaro Barbero 108 0 0 26 Mar 2025
Uncertainty-Aware Graph Self-Training with Expectation-Maximization Regularization Emily Wang Michael Chen Chao Li 71 0 0 26 Mar 2025
$β$ -GNN: A Robust Ensemble Approach Against Graph Structure Perturbation Haci Ismail Aslan Philipp Wiesner Ping Xiong O. Kao AAML 112 0 0 26 Mar 2025
Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty Regularization Yankai Chen Taotao Wang Yixiang Fang Yunyu Xiao BDL 201 1 0 26 Mar 2025
PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids Dhruv Suri Mohak Mangal AI4TS 81 0 0 26 Mar 2025
Cross-Modal State-Space Graph Reasoning for Structured Summarization Hannah Kim Sofia Martinez Jason Lee 66 0 0 26 Mar 2025
BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology Amaya Gallagher-Syed Henry Senior Omnia Alwazzan Elena Pontarini Michele Bombardieri C. Pitzalis M. Lewis Michael Barnes Luca Rossi Gregory G. Slabaugh 127 0 0 26 Mar 2025
fine-CLIP: Enhancing Zero-Shot Fine-Grained Surgical Action Recognition with Vision-Language Models Saurav Sharma Didier Mutter N. Padoy VLM MedIm 77 0 0 25 Mar 2025
Causal invariant geographic network representations with feature and structural distribution shifts Yuhan Wang Silu He Qinyao Luo Hongyuan Yuan Ling Zhao Jiawei Zhu Haifeng Li OOD 118 1 0 25 Mar 2025
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach Eshed Gal Moshe Eliasof Carola-Bibiane Schönlieb Eldad Haber E. Haber Eran Treister GNN AI4CE 179 1 0 25 Mar 2025
Graph-Level Label-Only Membership Inference Attack against Graph Neural Networks Jiazhu Dai Yubing Lu 78 0 0 24 Mar 2025
SE-GNN: Seed Expanded-Aware Graph Neural Network with Iterative Optimization for Semi-supervised Entity Alignment Tao Meng Shuo Shan Hongen Shao Yuntao Shou Wei Ai Keqin Li 86 0 0 24 Mar 2025
Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations Jiate Li Meng Pang Yun Dong Binghui Wang AAML 110 0 0 24 Mar 2025
Temporal Relation Extraction in Clinical Texts: A Span-based Graph Transformer Approach Rochana Chaturvedi Peyman Baghershahi Sourav Medya Barbara Di Eugenio 120 0 0 23 Mar 2025
Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation Hongliang Chi Qiong Wu Zhengyi Zhou Yao Ma TDI AAML 134 0 0 23 Mar 2025
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling Yongqi Huang Jitao Zhao Dongxiao He Di Jin Yuxiao Huang Zhen Wang 50 0 0 23 Mar 2025
GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model Yali Fu Jindong Li Qi Wang Qianli Xing Mamba 130 0 0 23 Mar 2025
Rankformer: A Graph Transformer for Recommendation based on Ranking Objective Sirui Chen Shen Han Jiawei Chen Binbin Hu Sheng Zhou Gang Wang Yan Feng Chong Chen C. Wang OffRL 86 0 0 21 Mar 2025
Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability Sanjif Shanmugavelu Mathieu Taillefumier Christopher Culver Vijay Ganesh Oscar Hernandez Ada Sedova AAML 59 1 0 21 Mar 2025
Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation Qiyu Kang Xuhao Li Kai Zhao Wenjun Cui Yanan Zhao Weihua Deng Wee Peng Tay 109 3 0 20 Mar 2025