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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,893 papers shown

Title
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation Meihan Liu Zhen Zhang Jiachen Tang Jiajun Bu Bingsheng He Sheng Zhou 111 5 0 09 Jul 2024
Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts Moritz Feik Sebastian Lerch Jan Stühmer 37 0 0 08 Jul 2024
Uni-ELF: A Multi-Level Representation Learning Framework for Electrolyte Formulation Design Boshen Zeng Sian Chen Xinxin Liu Changhong Chen Bin Deng Xiaoxu Wang Zhifeng Gao Yuzhi Zhang Weinan E Linfeng Zhang 90 1 0 08 Jul 2024
Graph Reasoning Networks Markus Zopf Francesco Alesiani GNN NAI AI4CE 71 0 0 08 Jul 2024
Benchmarking GNNs Using Lightning Network Data Rainer Feichtinger Florian Grötschla Lioba Heimbach Roger Wattenhofer 34 0 0 05 Jul 2024
Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing Chengjie Zhou Bobo Li Hao Fei Fei Li Chong Teng Donghong Ji 81 1 0 05 Jul 2024
Leveraging Graph Structures to Detect Hallucinations in Large Language Models Noa Nonkes Sergei Agaronian Evangelos Kanoulas Roxana Petcu 50 1 0 05 Jul 2024
Graph-Guided Test-Time Adaptation for Glaucoma Diagnosis using Fundus Photography Qian Zeng Le Zhang Yipeng Liu Ce Zhu Fan Zhang OOD MedIm 82 1 0 05 Jul 2024
Temporal fingerprints: Identity matching across fully encrypted domain Shahar Somin Keeley Erhardt Alex Pentland 43 1 0 05 Jul 2024
Graph Pooling via Ricci Flow Amy Feng Melanie Weber AI4CE 69 3 0 05 Jul 2024
Learning Geometric Invariant Features for Classification of Vector Polygons with Graph Message-passing Neural Network Zexian Huang K. Khoshelham Martin Tomko 95 1 0 05 Jul 2024
Benchmark on Drug Target Interaction Modeling from a Structure Perspective Xinnan Zhang Jialin Wu Junyi Xie Tianlong Chen Kaixiong Zhou 113 0 0 04 Jul 2024
Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-Training on Industrial-Scale Data Yufei He Zhenyu Hou Yukuo Cen Feng He Xu Cheng Bryan Hooi AI4CE 69 4 0 04 Jul 2024
GraphCNNpred: A stock market indices prediction using a Graph based deep learning system Yuhui Jin GNN AIFin 43 5 0 04 Jul 2024
Learning Disentangled Representation in Object-Centric Models for Visual Dynamics Prediction via Transformers Sanket Gandhi Atul Samanyu Mahajan Vishal Sharma Rushil Gupta Arnab Kumar Mondal Parag Singla ViT OCL 69 0 0 03 Jul 2024
Foundations and Frontiers of Graph Learning Theory Yu Huang Min Zhou Menglin Yang Zhen Wang Muhan Zhang Jie Wang Hong Xie Hao Wang Defu Lian Enhong Chen AI4CE GNN 156 2 0 03 Jul 2024
ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation Yannis Karmim Elias Ramzi Raphael Fournier SÑiehotta Nicolas Thome 62 0 0 03 Jul 2024
SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network Yushan Zhu Wen Zhang Yajing Xu Zhen Yao Yin Hua Huajun Chen 94 0 0 03 Jul 2024
Differential Encoding for Improved Representation Learning over Graphs Haimin Zhang Jiahao Xia Min Xu 91 0 0 03 Jul 2024
On the Robustness of Graph Reduction Against GNN Backdoor Yuxuan Zhu Michael Mandulak Kerui Wu George Slota Yuseok Jeon Ka-Ho Chow Lei Yu AAML 60 1 0 02 Jul 2024
Multi-Modal Video Dialog State Tracking in the Wild Adnen Abdessaied Lei Shi Andreas Bulling 50 2 0 02 Jul 2024
Structure-Aware Consensus Network on Graphs with Few Labeled Nodes Shuaike Xu Xiaolin Zhang Peng Zhang Kun Zhan 119 1 0 02 Jul 2024
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection Chunjing Xiao Shikang Pang Xovee Xu Xuan Li Goce Trajcevski Fan Zhou DiffM 71 8 0 02 Jul 2024
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function Krishna Sri Ipsit Mantri Xinzhi Wang Carola-Bibiane Schönlieb Bruno Ribeiro Beatrice Bevilacqua Moshe Eliasof GNN 94 2 0 02 Jul 2024
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks Yuwen Wang Shunyu Liu Tongya Zheng Kaixuan Chen Mingli Song AI4CE 88 5 0 02 Jul 2024
GAT-Steiner: Rectilinear Steiner Minimal Tree Prediction Using GNNs Bugra Onal Eren Dogan Muhammad Hadir Khan Matthew R. Guthaus 96 0 0 01 Jul 2024
A Learned Generalized Geodesic Distance Function-Based Approach for Node Feature Augmentation on Graphs Amitoz Azad Yuan Fang 97 1 0 01 Jul 2024
Towards Understanding Sensitive and Decisive Patterns in Explainable AI: A Case Study of Model Interpretation in Geometric Deep Learning Jiajun Zhu Siqi Miao Rex Ying Pan Li 77 2 0 30 Jun 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 105 2 0 30 Jun 2024
Learning System Dynamics without Forgetting Xikun Zhang Dongjin Song Yushan Jiang Yixin Chen Dacheng Tao AI4CE 147 2 0 30 Jun 2024
Commute Graph Neural Networks Wei Zhuo Han Yu Guang Tan Xiaoxiao Li GNN 183 1 0 30 Jun 2024
Graph Neural Networks Gone Hogwild Olga Solodova Nick Richardson Deniz Oktay Ryan P. Adams AI4CE GNN 142 1 0 29 Jun 2024
Towards Universal Mesh Movement Networks Mingrui Zhang Chunyang Wang Stephan Kramer Joseph G. Wallwork Siyi Li Jiancheng Liu Xiang Chen M. Piggott AI4CE 86 2 0 29 Jun 2024
Dual-view Aware Smart Contract Vulnerability Detection for Ethereum Jiacheng Yao Maolin Wang Wanqi Chen Chengxiang Jin Jiajun Zhou Shanqing Yu Qi Xuan 77 0 0 29 Jun 2024
DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems Kexiong Yu Hang Zhao Yuhang Huang Renjiao Yi Kai Xu Chenyang Zhu 99 1 0 28 Jun 2024
Edge-DIRECT: A Deep Reinforcement Learning-based Method for Solving Heterogeneous Electric Vehicle Routing Problem with Time Window Constraints Arash Mozhdehi Mahdi Mohammadizadeh Xin Eric Wang 56 2 0 28 Jun 2024
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers Jinsong Chen Hanpeng Liu John E. Hopcroft Kun He 103 6 0 27 Jun 2024
Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment Hao Fei Shengqiong Wu Meishan Zhang Hao Fei Tat-Seng Chua Shuicheng Yan AI4TS 122 43 0 27 Jun 2024
NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification Jinsong Chen Siyu Jiang Kun He 108 2 0 27 Jun 2024
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction Kexin Zhang Feng Huang Luotao Liu Zhankun Xiong Hongyu Zhang Yuan Quan Wen Zhang AI4CE 54 2 0 27 Jun 2024
Federated Graph Semantic and Structural Learning Wenke Huang Guancheng Wan Mang Ye Bo Du FedML 126 48 0 27 Jun 2024
What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks Yilun Zheng Sitao Luan Lihui Chen 117 6 0 27 Jun 2024
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation Sanggeon Yun Ryozo Masukawa Minhyoung Na Mohsen Imani 129 8 0 27 Jun 2024
ContactNet: Geometric-Based Deep Learning Model for Predicting Protein-Protein Interactions Matan Halfon Tomer Cohen Raanan Fattal D. Schneidman-Duhovny 129 0 0 26 Jun 2024
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition Yi Ding Chengxuan Tong Shuailei Zhang Muyun Jiang Yong Li Kevin Lim Jun Liang Cuntai Guan 70 5 0 26 Jun 2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning Roman Bresson Giannis Nikolentzos G. Panagopoulos Michail Chatzianastasis Jun Pang Michalis Vazirgiannis 176 51 0 26 Jun 2024
Kolmogorov-Arnold Graph Neural Networks Gianluca De Carlo Andrea Mastropietro Aris Anagnostopoulos 96 28 0 26 Jun 2024
Sequence Graph Network for Online Debate Analysis Quan Mai Susan Gauch Douglas Adams Miaoqing Huang 89 1 0 26 Jun 2024
Empowering Interdisciplinary Insights with Dynamic Graph Embedding Trajectories Yiqiao Jin Andrew Zhao Yeon-Chang Lee Meng Ye Ajay Divakaran Srijan Kumar AI4CE 149 3 0 25 Jun 2024
Efficient and Effective Implicit Dynamic Graph Neural Network Yongjian Zhong Hieu Vu Tianbao Yang Bijaya Adhikari GNN 128 1 0 25 Jun 2024