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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,893 papers shown

Title
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation Chu Zhao Enneng Yang Yuliang Liang Jianzhe Zhao Guibing Guo Xingwei Wang 101 1 0 03 Aug 2024
Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution Generalization Wenyu Mao Jiancan Wu Haoyang Liu Yongduo Sui Xiang Wang OOD 148 2 0 03 Aug 2024
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives Lei Ma Ziyun Yan Mengmeng Li Tao Liu Liqin Tan ... Weiqiang He Ruikun Wang Guangjun He Heng Lu Thomas Blaschke 80 1 0 02 Aug 2024
Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities Pablo Galván Filip Lemic Gerard Calvo Bartra S. Abadal Xavier Costa Pérez 20 0 0 02 Aug 2024
UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents Yi Tu Chong Zhang Ya Guo Huan Chen Jinyang Tang Huijia Zhu Qi Zhang 60 3 0 02 Aug 2024
Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations Wenbin Zhou Yong Zeng Yiming Xiao 45 1 0 01 Aug 2024
Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision Chenxiang Jin Jiajun Zhou Chenxuan Xie Shanqing Yu Qi Xuan Xiaoniu Yang 71 0 0 01 Aug 2024
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection Fei Xiao Shaofeng Cai Wei Zhang H. V. Jagadish Beng Chin Ooi Meihui Zhang 63 0 0 01 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in deep learning Johannes Schneider AI4CE 112 2 0 01 Aug 2024
Contrastive Graph Representation Learning with Adversarial Cross-view Reconstruction and Information Bottleneck Yuntao Shou Haozhi Lan Xiangyong Cao 97 12 0 01 Aug 2024
Multi-Modal Parameter-Efficient Fine-tuning via Graph Neural Network Bin Cheng Jiaxuan Lu 80 1 0 01 Aug 2024
CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction Shuai Zhang Zite Jiang Haihang You GNN 77 1 0 01 Aug 2024
Aligning Multiple Knowledge Graphs in a Single Pass Yaming Yang Zhe Wang Ziyu Guan Wei Zhao Christian Rupprecht Xinyan Huang Jiangtao Cui Xiaofei He 134 1 0 01 Aug 2024
Review of Explainable Graph-Based Recommender Systems Thanet Markchom Huizhi Liang James Ferryman XAI 112 0 0 31 Jul 2024
Non-convolutional Graph Neural Networks Yuanqing Wang N. Scherer-Negenborn GNN 83 5 0 31 Jul 2024
HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection Junwei He Qianqian Xu Yangbangyan Jiang Zitai Wang Yuchen Sun Qingming Huang OODD 103 1 0 31 Jul 2024
MART: MultiscAle Relational Transformer Networks for Multi-agent Trajectory Prediction Li Duan Junseok Lee Yeonguk Yu G. Aragon-Camarasa Kyoobin Lee 84 7 0 31 Jul 2024
GEGA: Graph Convolutional Networks and Evidence Retrieval Guided Attention for Enhanced Document-level Relation Extraction Yanxu Mao Peipei Liu Tiehan Cui 62 0 0 31 Jul 2024
Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks Ferran Hernandez Caralt Guillermo Bernárdez Gil Iulia Duta Pietro Lio Eduard Alarcón-Cot 76 4 0 30 Jul 2024
Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies M. Xu Huifeng Yin Yujie Wu Guoqi Li Faqiang Liu Jing Pei Shuai Zhong Lei Deng 63 0 0 30 Jul 2024
Harvesting Textual and Structured Data from the HAL Publication Repository Francis Kulumba Wissam Antoun Guillaume Vimont Laurent Romary 111 2 0 30 Jul 2024
Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning JongWoo Kim SeongYeub Chu HyeongMin Park Bryan Wong MunYong Yi 68 0 0 30 Jul 2024
rLLM: Relational Table Learning with LLMs Weichen Li Xiaotong Huang Jianwu Zheng Zheng Wang Chaokun Wang Li Pan Jianhua Li LMTD 77 3 0 29 Jul 2024
xAI-Drop: Don't Use What You Cannot Explain Vincenzo Marco De Luca Antonio Longa Andrea Passerini Pietro Lio 107 0 0 29 Jul 2024
Boosting Graph Foundation Model from Structural Perspective Yao Cheng Yige Zhao Jianxiang Yu Xiang Li 110 5 0 29 Jul 2024
LoginMEA: Local-to-Global Interaction Network for Multi-modal Entity Alignment Taoyu Su Xinghua Zhang Shuaiyi Nie Zhenyu Zhang Tingwen Liu 48 2 0 29 Jul 2024
FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning Jinhui Pang Changqing Lin Xiaoshuai Hao Rong Yin Zixuan Wang Zhihui Zhang Jinglin He Huang Tai Sheng 80 4 0 28 Jul 2024
UniGAP: A Universal and Adaptive Graph Upsampling Approach to Mitigate Over-Smoothing in Node Classification Tasks Xiaotang Wang Yun Zhu Haizhou Shi Yongchao Liu Chuntao Hong 122 2 0 28 Jul 2024
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks Yushun Dong Binchi Zhang Zhenyu Lei Na Zou Jundong Li MU 115 8 0 28 Jul 2024
Deep Learning Based Crime Prediction Models: Experiments and Analysis Rittik Basak Utsha Muhtasim Noor Alif Yeasir Rayhan T. Hashem Mohammad Eunus Ali 55 0 0 27 Jul 2024
IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment Taoyu Su Shuaiyi Nie Shicheng Wang Xinghua Zhang Hongbo Xu Tingwen Liu 41 2 0 27 Jul 2024
Alleviating Over-Smoothing via Aggregation over Compact Manifolds Dongzhuoran Zhou Hui Yang Bo Xiong Yue Ma Evgeny Kharlamov 115 0 0 27 Jul 2024
Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks Jiaxing Miao Liang Hu Qi Zhang LongBing Cao CLL 99 0 0 27 Jul 2024
Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data Hanyang Yuan Jiarong Xu Cong Wang Ziqi Yang Chunping Wang Keting Yin Yang Yang 87 6 0 26 Jul 2024
Non-Overlapping Placement of Macro Cells based on Reinforcement Learning in Chip Design Tao Yu Peng Gao Fei Wang Ruyue Yuan 112 1 0 26 Jul 2024
Scalable Graph Compressed Convolutions Junshu Sun Chen Yang Shuhui Wang Qingming Huang GNN 107 0 0 26 Jul 2024
Multi-turn Response Selection with Commonsense-enhanced Language Models Yuandong Wang Xuhui Ren Tong Chen Yuxiao Dong Nguyen Quoc Viet Hung Jie Tang KELM LRM 56 0 0 26 Jul 2024
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics Mengjie Zhao C. Taal Stephan Baggerohr Olga Fink AI4CE 82 3 0 26 Jul 2024
Gene Regulatory Network Inference from Pre-trained Single-Cell Transcriptomics Transformer with Joint Graph Learning Sindhura Kommu Yi‐Zheng Wang Yue Wang Xuan Wang 61 2 0 25 Jul 2024
Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network Sukwon Yun Jie Peng Alexandro E. Trevino Chanyoung Park Tianlong Chen 68 2 0 25 Jul 2024
RIDA: A Robust Attack Framework on Incomplete Graphs Jianke Yu Hanchen Wang Chen Chen Xiaoyang Wang Wenjie Zhang Ying Zhang Ying Zhang Xijuan Liu GNN OOD AAML 130 1 0 25 Jul 2024
Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification? Johannes Kiechle Daniel M. Lang Stefan M. Fischer Lina Felsner J. Peeken Julia A. Schnabel MedIm 70 0 0 24 Jul 2024
Curriculum Negative Mining For Temporal Networks Ziyue Chen Tongya Zheng Mingli Song 56 2 0 24 Jul 2024
Dynamic Graph Transformer with Correlated Spatial-Temporal Positional Encoding Zhe Wang Sheng Zhou Jiawei Chen Zhen Zhang Binbin Hu Yan Feng Chun-Yen Chen Can Wang AI4TS 77 5 0 24 Jul 2024
Online Social Network Data-Driven Early Detection on Short-Form Video Addiction Fang-Yu Kuo 46 0 0 24 Jul 2024
Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product Retrieval Xiaowan Hu Yiyi Chen Yan Li Minquan Wang Haoqian Wang Quan Chen Han Li Peng Jiang AI4TS 78 0 0 23 Jul 2024
A Multi-view Mask Contrastive Learning Graph Convolutional Neural Network for Age Estimation Yiping Zhang Yuntao Shou Tao Meng Wei Ai Keqin Li CVBM 110 10 0 23 Jul 2024
Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation Tao Meng Fuchen Zhang Yuntao Shou Hongen Shao Wei Ai Keqin Li 94 17 0 23 Jul 2024
Link Polarity Prediction from Sparse and Noisy Labels via Multiscale Social Balance Marco Minici Federico Cinus Francesco Bonchi Giuseppe Manco 64 0 0 22 Jul 2024
Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs Huan-jing Zhao Beining Yang Yukuo Cen Junyu Ren Chenhui Zhang Yuxiao Dong Evgeny Kharlamov Shu Zhao Jie Tang VLM 94 8 0 22 Jul 2024