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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Spatial-temporal Graph Based Multi-channel Speaker Verification With Ad-hoc Microphone Arrays Yijiang Chen Chen Liang Xiao-Lei Zhang 49 1 0 03 Jul 2023
ENGAGE: Explanation Guided Data Augmentation for Graph Representation Learning Yucheng Shi Kaixiong Zhou Ninghao Liu 101 12 0 03 Jul 2023
Temporal Graph Benchmark for Machine Learning on Temporal Graphs Shenyang Huang Farimah Poursafaei Jacob Danovitch Matthias Fey Weihua Hu Emanuele Rossi J. Leskovec Michael M. Bronstein Guillaume Rabusseau Reihaneh Rabbany 103 97 0 03 Jul 2023
A Survey on Graph Classification and Link Prediction based on GNN Xingyu Liu Juan Chen Q. Wen GNN 101 13 0 03 Jul 2023
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding Zijian Dong Yilei Wu Yu Xiao J. Chong Yueming Jin J. Zhou MedIm 57 6 0 03 Jul 2023
GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds Zhang Liu Lianfeng Huang Zhibin Gao Manman Luo Seyyedali Hosseinalipour H. Dai GNN 64 20 0 03 Jul 2023
Graph-level Anomaly Detection via Hierarchical Memory Networks Chaoxi Niu Guansong Pang Ling-Hao Chen 107 17 0 03 Jul 2023
ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection Yuhang Chen Chen Zhang Minghua Ma Yudong Liu Ruomeng Ding Yue Liu Shilin He Saravan Rajmohan Qingwei Lin Dongmei Zhang DiffM 95 52 0 03 Jul 2023
Protecting the Future: Neonatal Seizure Detection with Spatial-Temporal Modeling Ziyue Li Yuchen Fang You Li Kan Ren Yansen Wang Xufang Luo Juanyong Duan Congrui Huang Dongsheng Li Lili Qiu 58 7 0 02 Jul 2023
Shared Growth of Graph Neural Networks via Prompted Free-direction Knowledge Distillation Kaituo Feng Yikun Miao Changsheng Li Ye Yuan Guoren Wang 121 0 0 02 Jul 2023
SUGAR: Spherical Ultrafast Graph Attention Framework for Cortical Surface Registration Jianxun Ren Ning An Youjia Zhang Danyang Wang Zhenyu Sun ... Qingyu Hu P. Zhang D. Hu Danhong Wang Hesheng Liu 69 4 0 02 Jul 2023
STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction Xunlian Luo Chunjiang Zhu Detian Zhang Qing Li GNN AI4TS 109 7 0 02 Jul 2023
Human-to-Human Interaction Detection Zhenhua Wang Kaining Ying Jiajun Meng J. Ning 81 2 0 02 Jul 2023
Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection Yifan Zhang Zhiyu Zhu Junhui Hou Dapeng Wu 121 8 0 01 Jul 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA Gowtham Ramesh Makesh Narsimhan Sreedhar Junjie Hu 107 7 0 01 Jul 2023
InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs Dalong Zhang Xianzheng Song Zhiyang Hu Yang Li Miao Tao Binbin Hu Lin Wang Qing Cui Jun Zhou GNN 57 4 0 01 Jul 2023
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals Tingting Dan Jiaqi Ding Ziquan Wei S. Kovalsky Minjeong Kim Won Hwa Kim Guorong Wu DiffM 54 6 0 01 Jul 2023
Generalization Limits of Graph Neural Networks in Identity Effects Learning Giuseppe Alessio D’Inverno Simone Brugiapaglia Mirco Ravanelli 73 3 0 30 Jun 2023
Why Deep Models Often cannot Beat Non-deep Counterparts on Molecular Property Prediction? Jun Xia Lecheng Zhang Xiao Zhu Stan Z. Li 108 4 0 30 Jun 2023
MeLM, a generative pretrained language modeling framework that solves forward and inverse mechanics problems Markus J. Buehler AI4CE 110 43 0 30 Jun 2023
Graphtester: Exploring Theoretical Boundaries of GNNs on Graph Datasets Eren Akbiyik Florian Grötschla Béni Egressy Roger Wattenhofer 41 2 0 30 Jun 2023
Diffusion-Jump GNNs: Homophiliation via Learnable Metric Filters Ahmed Begga Francisco Escolano M. Lozano Edwin R. Hancock 86 2 0 29 Jun 2023
Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses Jeongmin Brian Park Vikram Sharma Mailthody Zaid Qureshi Wen-mei W. Hwu GNN 81 14 0 28 Jun 2023
Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation Chen Tang Hongbo Zhang Tyler Loakman Chenghua Lin Frank Guerin 88 24 0 28 Jun 2023
Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting Arash Hajisafi Haowen Lin Sina shaham Haoji Hu Maria Despoina Siampou Yao-Yi Chiang Cyrus Shahabi AI4TS 61 6 0 28 Jun 2023
Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization Ling Yang Jiayi Zheng Heyuan Wang Zhongyi Liu Zhilin Huang Shenda Hong Wentao Zhang Tengjiao Wang 100 16 0 28 Jun 2023
Sequential Attention Source Identification Based on Feature Representation Dongpeng Hou Zhen Wang Chao Gao Xuelong Li 47 14 0 28 Jun 2023
Asynchronous Algorithmic Alignment with Cocycles Andrew Dudzik Tamara von Glehn Razvan Pascanu Petar Velivcković 103 12 0 27 Jun 2023
Higher-order Graph Attention Network for Stock Selection with Joint Analysis Yang Qiao Yiping Xia Xiang Li Zheng Li Yan Ge AIFin 25 2 0 27 Jun 2023
Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions Lukas Gosch Simon Geisler Daniel Sturm Bertrand Charpentier Daniel Zügner Stephan Günnemann AAML GNN 92 32 0 27 Jun 2023
Unsupervised Episode Generation for Graph Meta-learning Jihyeong Jung Sang-gyu Seo Sungwon Kim Chanyoung Park BDL 82 0 0 27 Jun 2023
SENSEi: Input-Sensitive Compilation for Accelerating GNNs Damitha Sandeepa Lenadora Vimarsh Sathia Gerasimos Gerogiannis Serif Yesil Josep Torrellas Charith Mendis GNN 66 1 0 27 Jun 2023
Contrastive Meta-Learning for Few-shot Node Classification Song Wang Zhen Tan Huan Liu Jundong Li 67 17 0 27 Jun 2023
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer Yao Lai Jinxin Liu Zhentao Tang Bin Wang Jianye Hao Ping Luo OffRL 98 43 0 26 Jun 2023
Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation Dongyuan Li Liangwei Yang Chen Wang Zhiwei Liu Hao Peng Chenyu You Philip S. Yu 59 21 0 26 Jun 2023
Interpretable Sparsification of Brain Graphs: Better Practices and Effective Designs for Graph Neural Networks Gao Li M. Duda Xinming Zhang Danai Koutra Yujun Yan 84 9 0 26 Jun 2023
GPatcher: A Simple and Adaptive MLP Model for Alleviating Graph Heterophily Shuaicheng Zhang Haohui Wang Si Zhang Dawei Zhou 70 2 0 25 Jun 2023
Mining Stable Preferences: Adaptive Modality Decorrelation for Multimedia Recommendation Jinghao Zhang Qiang Liu Shu Wu Liang Wang 62 10 0 25 Jun 2023
Community-Aware Transformer for Autism Prediction in fMRI Connectome Anushree Bannadabhavi Soojin Lee Wenlong Deng Xiaoxiao Li 40 23 0 24 Jun 2023
Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI Qianqian Wang Wei Wang Yuqi Fang P. Yap Hongtu Zhu Hong-jun Li Lishan Qiao Mingxia Liu 71 7 0 24 Jun 2023
Modeling Graphs Beyond Hyperbolic: Graph Neural Networks in Symmetric Positive Definite Matrices Weichen Zhao Federico López J. M. Riestenberg Michael Strube Diaaeldin Taha Steve J. Trettel 82 7 0 24 Jun 2023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers Yu Zhang Bowen Jin Xiusi Chen Yan-Jun Shen Yunyi Zhang Yu Meng Jiawei Han 76 13 0 24 Jun 2023
A clustering and graph deep learning-based framework for COVID-19 drug repurposing Chaarvi Bansal Rohitash Chandra Vinti Agarwal P. R. Deepa OOD 53 0 0 24 Jun 2023
Multi-task multi-station earthquake monitoring: An all-in-one seismic Phase picking, Location, and Association Network (PLAN) Xu Si Xinming Wu Zefeng Li Sheng Wang Jun Zhu 58 2 0 24 Jun 2023
Quantifying the Optimization and Generalization Advantages of Graph Neural Networks Over Multilayer Perceptrons Wei Huang Yuanbin Cao Hong Wang Xin Cao Taiji Suzuki MLT 95 8 0 24 Jun 2023
BatchGNN: Efficient CPU-Based Distributed GNN Training on Very Large Graphs Loc Hoang Rita Brugarolas Brufau Ke Ding Bo Wu GNN 61 2 0 23 Jun 2023
Cross-Language Speech Emotion Recognition Using Multimodal Dual Attention Transformers Syed Muhammad talha Zaidi S. Latif Junaid Qadir 67 8 0 23 Jun 2023
Task-Driven Graph Attention for Hierarchical Relational Object Navigation Michael Lingelbach Chengshu Li Minjune Hwang Andrey Kurenkov Alan Lou Roberto Martín-Martín Ruohan Zhang Li Fei-Fei Jiajun Wu 81 5 0 23 Jun 2023
Efficient Model Selection for Predictive Pattern Mining Model by Safe Pattern Pruning Takumi Yoshida Hiroyuki Hanada K. Nakagawa Kouichi Taji Koji Tsuda I. Takeuchi TPM 79 3 0 23 Jun 2023
Torsion Graph Neural Networks Cong Shen Xiang Liu Jiawei Luo Kelin Xia 71 0 0 23 Jun 2023