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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,899 papers shown

Title
Edge Classification on Graphs: New Directions in Topological Imbalance Xueqi Cheng Yu Wang Yunchao Liu Yuying Zhao Charu C. Aggarwal Hanyu Wang 76 4 0 17 Jun 2024
On GNN explanability with activation rules Luca Veyrin-Forrer Ataollah Kamal Stefan Duffner Marc Plantevit C. Robardet AI4CE 51 2 0 17 Jun 2024
On the Feasibility of Fidelity $^-$ for Graph Pruning Yong-Min Shin Won-Yong Shin 64 0 0 17 Jun 2024
Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks P. Samoaa Mehrdad Farahani Antonio Longa Philipp Leitner M. Chehreghani 93 0 0 17 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 131 27 0 17 Jun 2024
DeFiGuard: A Price Manipulation Detection Service in DeFi using Graph Neural Networks Dabao Wang Bang Wu Xingliang Yuan Lei Wu Yajin Zhou Helei Cui 47 3 0 17 Jun 2024
Graph Neural Reaction Diffusion Models Moshe Eliasof Eldad Haber Eran Treister DiffM AI4CE 98 3 0 16 Jun 2024
Global-Local Graph Neural Networks for Node-Classification Moshe Eliasof Eran Treister 151 3 0 16 Jun 2024
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph Haitao Lin Guojiang Zhao Odin Zhang Yufei Huang Lirong Wu Zicheng Liu Siyuan Li Cheng Tan Zhifeng Gao Stan Z. Li 84 4 0 16 Jun 2024
E-SAGE: Explainability-based Defense Against Backdoor Attacks on Graph Neural Networks Dingqiang Yuan Xiaohua Xu Lei Yu Tongchang Han Rongchang Li Meng Han AAML 65 1 0 15 Jun 2024
HiFGL: A Hierarchical Framework for Cross-silo Cross-device Federated Graph Learning Zhuoning Guo Duanyi Yao Qiang Yang Hao Liu FedML 82 4 0 15 Jun 2024
Large Reasoning Models for 3D Floorplanning in EDA: Learning from Imperfections Fin Amin N. Rouf Tse-Han Pan Md. Kamal Ibn Shafi Paul D. Franzon 42 0 0 15 Jun 2024
A Unified Graph Selective Prompt Learning for Graph Neural Networks Bo Jiang Hao Wu Ziyan Zhang Beibei Wang Jin Tang 72 1 0 15 Jun 2024
Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling Tianxiang Zhao Dongsheng Luo Xiang Zhang Suhang Wang 61 3 0 14 Jun 2024
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data Ziyang Zhang Hejie Cui Ran Xu Yuzhang Xie Joyce C. Ho Carl Yang CML 83 2 0 14 Jun 2024
Integrating Large Language Models with Graph-based Reasoning for Conversational Question Answering Parag Jain Mirella Lapata 81 1 0 14 Jun 2024
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction Wenzhao Jiang Jindong Han Hao Liu Tao Tao Naiqiang Tan Hui Xiong MoE 81 11 0 14 Jun 2024
Rule Based Learning with Dynamic (Graph) Neural Networks Florian Seiffarth 86 1 0 14 Jun 2024
POWN: Prototypical Open-World Node Classification Marcel Hoffmann Lukas Galke A. Scherp 108 0 0 14 Jun 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs Zhuofeng Li Zixing Gou Xiangnan Zhang Zhongyuan Liu Sirui Li Yuntong Hu Chen Ling Zheng Zhang Liang Zhao 97 7 0 14 Jun 2024
STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery Yansheng Li Linlin Wang Tingzhu Wang Xue Yang Junwei Luo ... Haifeng Li Bo Dang Yongjun Zhang Yi Yu Junchi Yan 127 24 0 13 Jun 2024
OLGA: One-cLass Graph Autoencoder M. Gôlo José Gilberto Barbosa de Medeiros Junior Diego Furtado Silva R. Marcacini 82 0 0 13 Jun 2024
SememeLM: A Sememe Knowledge Enhanced Method for Long-tail Relation Representation Shuyi Li Shaojuan Wu Xiaowang Zhang Zhiyong Feng 94 0 0 13 Jun 2024
A Comprehensive Graph Pooling Benchmark: Effectiveness, Robustness and Generalizability Pengyun Wang Junyu Luo Yanxin Shen Siyu Heng Xiao Luo 102 1 0 13 Jun 2024
Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification Yuankai Luo Lei Shi Xiao-Ming Wu 92 31 0 13 Jun 2024
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation Lihuan Li Hao Xue Yang Song Flora Salim 121 1 0 13 Jun 2024
Motif-driven Subgraph Structure Learning for Graph Classification Zhiyao Zhou Sheng Zhou Bochao Mao Jiawei Chen Qingyun Sun Yan Feng Chun-Yen Chen Can Wang 99 1 0 13 Jun 2024
Hierarchical Compression of Text-Rich Graphs via Large Language Models Shichang Zhang Da Zheng Jiani Zhang Qi Zhu Xiang Song Soji Adeshina Christos Faloutsos George Karypis Yizhou Sun VLM 92 1 0 13 Jun 2024
Introducing Diminutive Causal Structure into Graph Representation Learning Hang Gao Peng Qiao Yifan Jin Fengge Wu Jiangmeng Li Changwen Zheng 123 4 0 13 Jun 2024
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening Guy Bar-Shalom Yam Eitan Fabrizio Frasca Haggai Maron 126 1 0 13 Jun 2024
BaSeNet: A Learning-based Mobile Manipulator Base Pose Sequence Planning for Pickup Tasks Lakshadeep Naik Sinan Kalkan S. Sørensen Mikkel B. Kjærgaard Norbert Kruger 68 1 0 12 Jun 2024
Conformal Load Prediction with Transductive Graph Autoencoders Rui Luo Nicolo Colombo 191 12 0 12 Jun 2024
Federated Incomplete Multi-View Clustering with Heterogeneous Graph Neural Networks Xueming Yan Ziqi Wang Yaochu Jin FedML 64 1 0 12 Jun 2024
Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks Peizhi Niu Chao Pan Siheng Chen Olgica Milenkovic AAML 114 0 0 12 Jun 2024
Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes Asim Waqas Aakash Tripathi Paul Stewart Mia Naeini Ghulam Rasool AI4CE 68 3 0 11 Jun 2024
Graph-based multi-Feature fusion method for speech emotion recognition Xueyu Liu Jie Lin Chao Wang 94 0 0 11 Jun 2024
On the Hölder Stability of Multiset and Graph Neural Networks Yair Davidson Nadav Dym 179 2 0 11 Jun 2024
GKAN: Graph Kolmogorov-Arnold Networks Mehrdad Kiamari Mohammad Kiamari Bhaskar Krishnamachari 102 45 0 10 Jun 2024
Spatiotemporal Graph Neural Network Modelling Perfusion MRI Ruodan Yan Carola-Bibiane Schönlieb Chao Li 52 1 0 10 Jun 2024
RawBMamba: End-to-End Bidirectional State Space Model for Audio Deepfake Detection Yujie Chen Jiangyan Yi Jun Xue Chenglong Wang Xiaohui Zhang Shunbo Dong Siding Zeng Jianhua Tao Lv Zhao Cunhang Fan Mamba 100 20 0 10 Jun 2024
GraphStorm: all-in-one graph machine learning framework for industry applications Da Zheng Xiang Song Qi Zhu Jian Zhang Theodore Vasiloudis ... Qingjun Cui Huzefa Rangwala Belinda Zeng Christos Faloutsos George Karypis AI4TS AI4CE VLM 85 5 0 10 Jun 2024
EpiLearn: A Python Library for Machine Learning in Epidemic Modeling Zewen Liu Yunxiao Li Mingyang Wei Guancheng Wan Max S. Y. Lau Wei Jin 46 6 0 10 Jun 2024
Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook Yusif Ibrahimov Tarique Anwar Tommy Yuan 71 4 0 10 Jun 2024
Attention as a Hypernetwork Simon Schug Seijin Kobayashi Yassir Akram João Sacramento Razvan Pascanu GNN 83 5 0 09 Jun 2024
What Can We Learn from State Space Models for Machine Learning on Graphs? Yinan Huang Siqi Miao Pan Li 90 8 0 09 Jun 2024
A Survey on Text-guided 3D Visual Grounding: Elements, Recent Advances, and Future Directions Daizong Liu Yang Liu Wencan Huang Wei Hu LM&Ro 115 9 0 09 Jun 2024
GFPack++: Improving 2D Irregular Packing by Learning Gradient Field with Attention Tianyang Xue Lin Lu Yang Liu Mingdong Wu Hao Dong Yanbin Zhang Renmin Han Baoquan Chen 80 0 0 09 Jun 2024
Transfer Entropy in Graph Convolutional Neural Networks Adrian Moldovan A. Cataron Razvan Andonie GNN 142 1 0 08 Jun 2024
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks Dongrui Fan Xiaoyang Lin Renchi Yang Hongtao Wang 126 2 0 08 Jun 2024
DUPLEX: Dual GAT for Complex Embedding of Directed Graphs Zhaoru Ke Hang Yu Jianguo Li Haipeng Zhang 124 5 0 08 Jun 2024