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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Physics-Informed Graph Neural Networks for Water Distribution Systems Inaam Ashraf Janine Strotherm L. Hermes Barbara Hammer AI4CE 88 8 0 27 Mar 2024
SingularTrajectory: Universal Trajectory Predictor Using Diffusion Model Inhwan Bae Young-Jae Park Hae-Gon Jeon 88 16 0 27 Mar 2024
CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT Yi Hu Jinhang Zuo Alanis Zhao Bob Iannucci Carlee Joe-Wong 64 0 0 27 Mar 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Inhwan Bae Junoh Lee Hae-Gon Jeon 105 22 0 27 Mar 2024
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks Yejin Kim Youngbin Lee Minyoung Choe Sungju Oh Yongjae Lee 46 2 0 27 Mar 2024
GeNet: A Graph Neural Network-based Anti-noise Task-Oriented Semantic Communication Paradigm Chunhang Zheng Kechao Cai 67 0 0 27 Mar 2024
Large Language Models Need Consultants for Reasoning: Becoming an Expert in a Complex Human System Through Behavior Simulation Chuwen Wang Shirong Zeng Cheng Wang LLMAG LRM 34 2 0 27 Mar 2024
HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks Fahmida Liza Piya Mehak Gupta Rahmatollah Beheshti 78 1 0 26 Mar 2024
Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering Pascal Tilli Ngoc Thang Vu 68 1 0 26 Mar 2024
EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields Bangchen Yin Yue Yin Yuda W. Tang Hai Xiao 41 0 0 26 Mar 2024
Variational Graph Auto-Encoder Based Inductive Learning Method for Semi-Supervised Classification Hanxuan Yang Zhaoxin Yu Qingchao Kong Wei Liu Wenji Mao SSL 69 0 0 26 Mar 2024
Learn from Heterophily: Heterophilous Information-enhanced Graph Neural Network Yilun Zheng Jiahao Xu Lihui Chen 105 2 0 26 Mar 2024
Equipping Sketch Patches with Context-Aware Positional Encoding for Graphic Sketch Representation Sicong Zang Zhijun Fang 115 0 0 26 Mar 2024
Diffusion-based Negative Sampling on Graphs for Link Prediction Trung-Kien Nguyen Yuan Fang DiffM 76 11 0 25 Mar 2024
Manufacturing Service Capability Prediction with Graph Neural Networks Yunqing Li Xiaorui Liu B. Starly 39 8 0 25 Mar 2024
Ontology Completion with Natural Language Inference and Concept Embeddings: An Analysis Na Li Thomas Bailleux Zied Bouraoui Steven Schockaert 75 4 0 25 Mar 2024
Less Is More -- On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP Attila Lischka Jiaming Wu Rafael Basso M. Chehreghani Balázs Kulcsár 81 3 0 25 Mar 2024
Grappa -- A Machine Learned Molecular Mechanics Force Field Leif Seute Eric Hartmann Jan Stühmer Frauke Gräter 107 3 0 25 Mar 2024
Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks Huifeng Yin M. Xu Jing Pei Lei Deng GNN 46 0 0 25 Mar 2024
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting Qinyao Luo Silu He Xing Han Yuhan Wang Haifeng Li AI4TS 98 49 0 25 Mar 2024
RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks Xiaojie Li Songyang Zhang Hang Li Xiaoyang Li Lexi Xu Haigao Xu Hui Mei Guangxu Zhu Nan Qi Ming Xiao 89 6 0 25 Mar 2024
UAlign: Pushing the Limit of Template-free Retrosynthesis Prediction with Unsupervised SMILES Alignment Kaipeng Zeng Bo Yang Xin Zhao Yu Zhang Fan Nie Xiaokang Yang Yaohui Jin Yanyan Xu 86 7 0 25 Mar 2024
ChebMixer: Efficient Graph Representation Learning with MLP Mixer Xiaoyan Kui Haonan Yan Qinsong Li Liming Chen Beiji Zou 59 0 0 25 Mar 2024
Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks Hongyin Zhu GNN 91 0 0 24 Mar 2024
VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections Dongqi Fu Zhigang Hua Yan Xie Jin Fang Si Zhang Kaan Sancak Hao Wu Andrey Malevich Jingrui He Bo Long 122 25 0 24 Mar 2024
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures Hao Song Jiacheng Yao Zhengxi Li Shaocong Xu Shibo Jin Jiajun Zhou Chenbo Fu Qi Xuan Shanqing Yu FedML 82 0 0 24 Mar 2024
Modeling Unified Semantic Discourse Structure for High-quality Headline Generation Minghui Xu Hao Fei Fei Li Shengqiong Wu Rui Sun Chong Teng Donghong Ji 63 0 0 23 Mar 2024
Convection-Diffusion Equation: A Theoretically Certified Framework for Neural Networks Tangjun Wang Chenglong Bao Zuoqiang Shi DiffM 81 1 0 23 Mar 2024
Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks J. Gorka Tim Hsu Wenting Li Yury Maximov Line A. Roald 20 2 0 22 Mar 2024
Multi-perspective Memory Enhanced Network for Identifying Key Nodes in Social Networks Qiang Zhang Jiawei Liu Fanrui Zhang Xiaoling Zhu Zheng-Jun Zha 33 0 0 22 Mar 2024
GTAGCN: Generalized Topology Adaptive Graph Convolutional Networks Sukhdeep Singh Anuj Sharma Vinod Kumar Chauhan 102 0 0 22 Mar 2024
Adversary-Robust Graph-Based Learning of WSIs Saba Heidari Gheshlaghi Milan Aryal Nasim Yahyasoltani Masoud Ganji OOD AAML 87 0 0 21 Mar 2024
HyperGALE: ASD Classification via Hypergraph Gated Attention with Learnable Hyperedges Mehul Arora Chirag Shantilal Jain Lalith Bharadwaj Baru Kamalaker Dadi Raju Surampudi Bapi 114 0 0 21 Mar 2024
Exploring Task Unification in Graph Representation Learning via Generative Approach Yulan Hu Ouyang Sheng Zhirui Yang Ge Chen Junchen Wan Xiao Wang Yong Liu 73 3 0 21 Mar 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Yuxuan Liang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 122 29 0 21 Mar 2024
SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention Yundong Sun Dongjie Zhu Yansong Wang Zhaoshuo Tian Ning Cao Gregory O'Hared 64 2 0 21 Mar 2024
Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding Jingjing Hu Dan Guo Kun Li Zhan Si Xun Yang Xiaojun Chang Meng Wang 132 3 0 21 Mar 2024
Co-Optimizing Reconfigurable Environments and Policies for Decentralized Multi-Agent Navigation Zhan Gao Guang Yang Amanda Prorok 90 1 0 21 Mar 2024
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning Raffaele Paolino Sohir Maskey Pascal Welke Gitta Kutyniok 99 2 0 20 Mar 2024
Spatial-Temporal Graph Representation Learning for Tactical Networks Future State Prediction Junhua Liu Justin Albrethsen Lincoln Goh David Yau Kwan Hui Lim 37 2 0 20 Mar 2024
Multi-agent Reinforcement Traffic Signal Control based on Interpretable Influence Mechanism and Biased ReLU Approximation Zhiyue Luo Jun Xu Fanglin Chen AI4CE 43 1 0 20 Mar 2024
Building Optimal Neural Architectures using Interpretable Knowledge Keith G. Mills Fred X. Han Mohammad Salameh Shengyao Lu Chunhua Zhou Jiao He Fengyu Sun Di Niu 63 2 0 20 Mar 2024
Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network Ningyi Liao Zihao Yu Siqiang Luo GNN 58 0 0 20 Mar 2024
Graph Attention Network-based Block Propagation with Optimal AoI and Reputation in Web 3.0 Jiana Liao Jinbo Wen Jiawen Kang Changyan Yi Yang Zhang Yutao Jiao Dusit Niyato Dong In Kim Shengli Xie 58 4 0 20 Mar 2024
Prompt-based Graph Model for Joint Liberal Event Extraction and Event Schema Induction Haochen Li Di Geng 27 0 0 19 Mar 2024
GraphERE: Jointly Multiple Event-Event Relation Extraction via Graph-Enhanced Event Embeddings Haochen Li Di Geng 19 0 0 19 Mar 2024
Contextualized Messages Boost Graph Representations Brian Godwin Lim Galvin Brice Lim Renzo Roel Tan Kazushi Ikeda AI4CE 154 2 0 19 Mar 2024
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization Cheng Yang Jixi Liu Yunhe Yan Chuan Shi 114 12 0 19 Mar 2024
Directed Criteria Citation Recommendation and Ranking Through Link Prediction William Watson Lawrence Yong 38 1 0 18 Mar 2024
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation Baoyu Jing Dawei Zhou Kan Ren Carl Yang CML AI4TS 103 10 0 18 Mar 2024