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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Steerable Transformers for Volumetric Data Soumyabrata Kundu Risi Kondor LLMSV ViT 114 1 0 24 May 2024
Message-Passing Monte Carlo: Generating low-discrepancy point sets via Graph Neural Networks T. Konstantin Rusch Nathan Kirk M. Bronstein Christiane Lemieux Daniela Rus 101 7 0 23 May 2024
Explainable Few-shot Knowledge Tracing Haoxuan Li Jifan Yu Y. Ouyang Zhuang Liu Wenge Rong Juan-Zi Li Zhang Xiong 69 3 0 23 May 2024
Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models Marion Neumeier Sebastian Dorn M. Botsch Wolfgang Utschick DiffM 127 5 0 23 May 2024
Explaining Graph Neural Networks via Structure-aware Interaction Index Ngoc H. Bui Hieu Trung Nguyen Viet Anh Nguyen Rex Ying FAtt 76 4 0 23 May 2024
AdaGMLP: AdaBoosting GNN-to-MLP Knowledge Distillation Weigang Lu Ziyu Guan Wei Zhao Yaming Yang 73 4 0 23 May 2024
Similarity-Navigated Conformal Prediction for Graph Neural Networks Jianqing Song Jianguo Huang Wenyu Jiang Baoming Zhang Shuangjie Li Chongjun Wang 108 3 0 23 May 2024
Graphcode: Learning from multiparameter persistent homology using graph neural networks Michael Kerber Florian Russold AI4TS AI4CE 53 7 0 23 May 2024
Co-Representation Neural Hypergraph Diffusion for Edge-Dependent Node Classification Yijia Zheng Marcel Worring DiffM 74 3 0 23 May 2024
GCondenser: Benchmarking Graph Condensation Yilun Liu Ruihong Qiu Zi Huang DD 87 8 0 23 May 2024
GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices Thao Nguyen Tiara Torres-Flores Changhyun Hwang Carl Edwards Ying Diao Heng Ji 63 0 0 23 May 2024
Investigation of Customized Medical Decision Algorithms Utilizing Graph Neural Networks Yafeng Yan Shuyao He Zhou Yu Jiajie Yuan Ziang Liu Yan Chen 79 11 0 23 May 2024
Attending to Topological Spaces: The Cellular Transformer Rubén Ballester Pablo Hernández-García Mathilde Papillon Claudio Battiloro Nina Miolane Tolga Birdal Carles Casacuberta Sergio Escalera Mustafa Hajij 102 5 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 333 54 0 23 May 2024
Deep Learning Methods for Adjusting Global MFD Speed Estimations to Local Link Configurations Zhixiong Jin Dimitrios Tsitsokas Nikolas Geroliminis Ludovic Leclercq 77 0 0 23 May 2024
HeteGraph-Mamba: Heterogeneous Graph Learning via Selective State Space Model Zhenyu Pan Yoonsung Jeong Xiaoda Liu Han Liu 81 1 0 22 May 2024
LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework Yiran Qiao Xiang Ao Yang Liu Jiarong Xu Xiaoqian Sun Qing He 98 4 0 22 May 2024
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition Xin Gao Tong Chen Wentao Zhang Junliang Yu Guanhua Ye Quoc Viet Hung Nguyen 145 8 0 22 May 2024
Bond Graphs for multi-physics informed Neural Networks for multi-variate time series Alexis-Raja Brachet Pierre-Yves Richard Céline Hudelot AI4CE 84 0 0 22 May 2024
Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks Shuai Wang David W. Zhang Jia-Hong Huang Stevan Rudinac Monika Kackovic Nachoem Wijnberg Marcel Worring 60 1 0 22 May 2024
RemoCap: Disentangled Representation Learning for Motion Capture Hongsheng Wang Lizao Zhang Zhangnan Zhong Shuolin Xu Xinrui Zhou Shengyu Zhang Huahao Xu Leilei Gan Feng Lin 109 0 0 21 May 2024
Unleash Graph Neural Networks from Heavy Tuning Lequan Lin Dai Shi Andi Han Zhiyong Wang Junbin Gao AI4CE 86 2 0 21 May 2024
GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems Zhenwei Wang Ruibin Bai Fazlullah Khan Ender Özcan Tiehua Zhang GNN 99 2 0 21 May 2024
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing Keke Huang Yu Guang Wang Ming Li Pietro Lio 125 30 0 21 May 2024
Efficient Model-Stealing Attacks Against Inductive Graph Neural Networks Marcin Podhajski Jan Dubiñski Franziska Boenisch Adam Dziedzic Agnieszka Pregowska Tomasz Michalak 88 2 0 20 May 2024
Towards Graph Contrastive Learning: A Survey and Beyond Wei Ju Yifan Wang Yifang Qin Zhengyan Mao Zhiping Xiao ... Dongjie Wang Qingqing Long Siyu Yi Xiao Luo Ming Zhang 159 20 0 20 May 2024
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering Li Sun Zhenhao Huang Hao Peng Yujie Wang Chunyang Liu Philip S. Yu GNN 86 11 0 20 May 2024
Conditional Shift-Robust Conformal Prediction for Graph Neural Network Akansha Agrawal UQCV 255 1 0 20 May 2024
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks Bishal Thapaliya Robyn L. Miller Jiayu Chen Yu-Ping Wang Esra Akbas ... Bhaskar Ray Pranav Suresh Santosh Ghimire Vince D. Calhoun Jingyu Liu 53 10 0 19 May 2024
SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection Yingguang Yang Qi Wu Buyun He Hao Peng Renyu Yang Zhifeng Hao Yong Liao AAML 103 9 0 18 May 2024
Towards Knowledge-Infused Automated Disease Diagnosis Assistant Mohit Tomar Abhisek Tiwari Sriparna Saha MedIm 56 3 0 18 May 2024
Rethinking Graph Backdoor Attacks: A Distribution-Preserving Perspective Zhiwei Zhang Min Lin Enyan Dai Suhang Wang AAML 64 16 0 17 May 2024
Harnessing Collective Structure Knowledge in Data Augmentation for Graph Neural Networks Rongrong Ma Guansong Pang Ling-Hao Chen AI4CE 93 0 0 17 May 2024
Multi-Evidence based Fact Verification via A Confidential Graph Neural Network Yuqing Lan Zhenghao Liu Yu Gu Xiaoyuan Yi Xiaohua Li Liner Yang Ge Yu 84 1 0 17 May 2024
Historically Relevant Event Structuring for Temporal Knowledge Graph Reasoning Jinchuan Zhang Bei Hui Chong Mu Ming Sun Quanjiang Guo Ling Tian 129 1 0 17 May 2024
ENADPool: The Edge-Node Attention-based Differentiable Pooling for Graph Neural Networks Zhehan Zhao Lu Bai Lixin Cui Ming Li Yue Wang Lixiang Xu Edwin R. Hancock 95 3 0 16 May 2024
Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level Chenlong Zhao Xiwen Zhou Xiaopeng Xie Yong Zhang 74 5 0 16 May 2024
Towards Consistent and Explainable Motion Prediction using Heterogeneous Graph Attention Tobias Demmler Andreas Tamke Thao Dang Karsten Haug Lars Mikelsons 58 3 0 16 May 2024
DemOpts: Fairness corrections in COVID-19 case prediction models N. Awasthi S. Abrar Daniel Smolyak Vanessa Frias-Martinez 58 0 0 15 May 2024
Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining Sameer Tajdin Khanna Daniel J. Michael Marinka Zitnik Pranav Rajpurkar SSL MedIm 59 1 0 15 May 2024
Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning Junfeng Chen Kailiang Wu 70 4 0 15 May 2024
drGAT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous Network Yoshitaka Inoue Hunmin Lee Tianfan Fu Augustin Luna 107 7 0 14 May 2024
Growing Artificial Neural Networks for Control: the Role of Neuronal Diversity Eleni Nisioti Erwan Plantec Milton L. Montero J. Pedersen Sebastian Risi 62 3 0 14 May 2024
When factorization meets argumentation: towards argumentative explanations Jinfeng Zhong E. Negre FAtt 53 0 0 13 May 2024
DynLLM: When Large Language Models Meet Dynamic Graph Recommendation Ziwei Zhao Fake Lin Xi Zhu Zhi Zheng Tong Xu Shitian Shen Xueying Li Zikai Yin Enhong Chen 54 8 0 13 May 2024
OXYGENERATOR: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning Bin Lu Ze Zhao Luyu Han Xiaoying Gan Yuntao Zhou Lei Zhou Luoyi Fu Xinbing Wang Cheng Zhou Jing Zhang AI4Cl AI4CE 80 3 0 12 May 2024
Fair Graph Representation Learning via Sensitive Attribute Disentanglement Yuchang Zhu Jintang Li Zibin Zheng Liang Chen 57 3 0 11 May 2024
Design Requirements for Human-Centered Graph Neural Network Explanations Pantea Habibi Peyman Baghershahi Sourav Medya Debaleena Chattopadhyay 71 1 0 11 May 2024
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network Chenglin Li Yuanzhen Xie Chenyun Yu Lei Cheng Bo Hu Zang Li Di Niu 55 0 0 11 May 2024
G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping Junfeng Cheng Tania Stathaki 44 1 0 10 May 2024