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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,893 papers shown

Title
Large-scale Time-Varying Portfolio Optimisation using Graph Attention Networks Kamesh Korangi Christophe Mues Cristián Bravo 76 1 0 22 Jul 2024
Unifying Invariant and Variant Features for Graph Out-of-Distribution via Probability of Necessity and Sufficiency Xuexin Chen Ruichu Cai Kaitao Zheng Zhifan Jiang Zhengting Huang Zhifeng Hao Zijian Li 129 0 0 21 Jul 2024
LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme Jeongmin Brian Park Kun Wu Vikram Sharma Mailthody Zaid Quresh Scott Mahlke Wen-mei W. Hwu GNN 111 0 0 21 Jul 2024
HERGen: Elevating Radiology Report Generation with Longitudinal Data Fuying Wang Shenghui Du Lequan Yu MedIm 77 6 0 21 Jul 2024
Diff4VS: HIV-inhibiting Molecules Generation with Classifier Guidance Diffusion for Virtual Screening Jiaqing Lyu Changjie Chen Bing Liang Yijia Zhang 47 1 0 20 Jul 2024
Teach Harder, Learn Poorer: Rethinking Hard Sample Distillation for GNN-to-MLP Knowledge Distillation Lirong Wu Yunfan Liu Haitao Lin Yufei Huang Stan Z. Li 91 1 0 20 Jul 2024
Meta-GPS++: Enhancing Graph Meta-Learning with Contrastive Learning and Self-Training Yuqi Liu Mengyu Li Ximing Li Lan Huang Fausto Giunchiglia Yanchun Liang Xiaoyue Feng Renchu Guan SSL 102 4 0 20 Jul 2024
PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer Jiahong Ma Mingguo He Zhewei Wei 90 4 0 19 Jul 2024
GLAudio Listens to the Sound of the Graph Aurelio Sulser Johann Wenckstern Clara Kuempel 27 0 0 19 Jul 2024
TaGAT: Topology-Aware Graph Attention Network For Multi-modal Retinal Image Fusion Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson A. Achim MedIm 79 1 0 19 Jul 2024
TorchGT: A Holistic System for Large-scale Graph Transformer Training Mengdie Zhang Jie Sun Qi Hu Peng Sun Zeke Wang Yonggang Wen Tianwei Zhang GNN 94 2 0 19 Jul 2024
DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learning Yifan Wang Xiao Luo Chong Chen Xian-Sheng Hua Ming Zhang Wei Ju 83 24 0 19 Jul 2024
EggNet: An Evolving Graph-based Graph Attention Network for Particle Track Reconstruction P. Calafiura Jay Chan Loic Delabrouille Brandon Wang VOT 70 2 0 18 Jul 2024
Krait: A Backdoor Attack Against Graph Prompt Tuning Ying Song Rita Singh Balaji Palanisamy AAML 136 1 0 18 Jul 2024
UTG: Towards a Unified View of Snapshot and Event Based Models for Temporal Graphs Shenyang Huang Farimah Poursafaei Reihaneh Rabbany Guillaume Rabusseau Emanuele Rossi 66 7 0 17 Jul 2024
Simplifying the Theory on Over-Smoothing Andreas Roth 115 4 0 16 Jul 2024
Relaxing Graph Transformers for Adversarial Attacks Philipp Foth Lukas Gosch Simon Geisler Leo Schwinn Stephan Günnemann AAML 154 1 0 16 Jul 2024
Rethinking Fair Graph Neural Networks from Re-balancing Zhixun Li Yushun Dong Qiang Liu Jeffrey Xu Yu 90 7 0 16 Jul 2024
Graph Dimension Attention Networks for Enterprise Credit Assessment Shaopeng Wei Béni Egressy Xingyan Chen Yu Zhao Fuzhen Zhuang Roger Wattenhofer Gang Kou 67 0 0 16 Jul 2024
HyperAggregation: Aggregating over Graph Edges with Hypernetworks N. Lell A. Scherp GNN 81 1 0 16 Jul 2024
Length-Aware Motion Synthesis via Latent Diffusion Alessio Sampieri Alessio Palma Indro Spinelli Yuta Kyuragi VGen DiffM 98 7 0 16 Jul 2024
Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness Kai Guo Zewen Liu Zhikai Chen Hongzhi Wen Wei Jin Jiliang Tang Yi Chang AAML 73 6 0 16 Jul 2024
NudgeRank: Digital Algorithmic Nudging for Personalized Health Jodi Chiam Aloysius Lim Ankur Teredesai 50 1 0 16 Jul 2024
Accounting for Work Zone Disruptions in Traffic Flow Forecasting Yuanjie Lu Amarda Shehu David Lattanzi GNN 77 0 0 16 Jul 2024
Graph Structure Prompt Learning: A Novel Methodology to Improve Performance of Graph Neural Networks Zhenhua Huang Kunhao Li Shaojie Wang Zhaohong Jia Wentao Zhu Sharad Mehrotra GNN 90 0 0 16 Jul 2024
COHO: Context-Sensitive City-Scale Hierarchical Urban Layout Generation Liu He Daniel G. Aliaga AI4TS 94 9 0 16 Jul 2024
Probability Passing for Graph Neural Networks: Graph Structure and Representations Joint Learning Ziteng Wang YaXuan He Bin Liu GNN 75 0 0 15 Jul 2024
GeoMix: Towards Geometry-Aware Data Augmentation Wen-Long Zhao Qitian Wu Chenxiao Yang Junchi Yan 142 4 0 15 Jul 2024
Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation Peng Jin Hao Li Ze-Long Cheng Kehan Li Runyi Yu Chang-Shu Liu Xiangyang Ji Li-ming Yuan Jie Chen DiffM 76 6 0 15 Jul 2024
Expanding the Scope: Inductive Knowledge Graph Reasoning with Multi-Starting Progressive Propagation Zhoutian Shao Yuanning Cui Wei Hu ReLM LRM AI4CE 85 0 0 15 Jul 2024
DeepGate3: Towards Scalable Circuit Representation Learning Zhengyuan Shi Ziyang Zheng Sadaf Khan Jianyuan Zhong Min Li Qiang Xu GNN AI4CE 96 11 0 15 Jul 2024
Towards detailed and interpretable hybrid modeling of continental-scale bird migration Fiona Lippert Bart Kranstauber Patrick Forré E. E. V. Loon 69 0 0 14 Jul 2024
SpreadFGL: Edge-Client Collaborative Federated Graph Learning with Adaptive Neighbor Generation Luying Zhong Yueyang Pi Zheyi Chen Zhengxin Yu Wang Miao Xing Chen Geyong Min FedML 118 1 0 14 Jul 2024
MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes Casper van Engelenburg Fatemeh Mostafavi Emanuel Kuhn Yuntae Jeon Michael Franzen Matthias Standfest Jan van Gemert Seyran Khademi 79 6 0 14 Jul 2024
ReactAIvate: A Deep Learning Approach to Predicting Reaction Mechanisms and Unmasking Reactivity Hotspots Ajnabiul Hoque Manajit Das Mayank Baranwal R. B. Sunoj 47 0 0 14 Jul 2024
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation Wenda Li Kaixuan Chen Shunyu Liu Tongya Zheng Wenjie Huang Mingli Song 88 0 0 13 Jul 2024
Transferring Structure Knowledge: A New Task to Fake news Detection Towards Cold-Start Propagation Lingwei Wei Dou Hu Wei Zhou Songlin Hu 83 2 0 13 Jul 2024
Imbalanced Graph-Level Anomaly Detection via Counterfactual Augmentation and Feature Learning Zitong Wang Xuexiong Luo Enfeng Song Qiuqing Bai Fu Lin 87 1 0 13 Jul 2024
Graph Transformers: A Survey Ahsan Shehzad Xiwei Xu Shagufta Abid Ciyuan Peng Shuo Yu Dongyu Zhang Karin Verspoor AI4CE 132 14 0 13 Jul 2024
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Sophia Sanborn Johan Mathe Mathilde Papillon Domas Buracas Hansen Lillemark Christian Shewmake Abby Bertics Xavier Pennec Nina Miolane 94 8 0 12 Jul 2024
GOFA: A Generative One-For-All Model for Joint Graph Language Modeling Lecheng Kong Jiarui Feng Hao Liu Chengsong Huang Jiaxin Huang Yixin Chen Muhan Zhang AI4CE 153 13 0 12 Jul 2024
Robust Generalization of Graph Neural Networks for Carrier Scheduling Daniel F. Perez-Ramirez Carlos Pérez-Penichet N. Tsiftes Dejan Kostic Magnus Boman Thiemo Voigt 51 0 0 11 Jul 2024
Deep Inverse Design for High-Level Synthesis Ping Chang Tosiron Adegbija Yuchao Liao Claudio Talarico Ao Li Janet Roveda 93 0 0 11 Jul 2024
TinyGraph: Joint Feature and Node Condensation for Graph Neural Networks Yezi Liu Yanning Shen DD 94 5 0 10 Jul 2024
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective Shengjia Chen Gabriele Campanella Abdulkadir Elmas A. Stock Jennifer Zeng ... Adam J. Schoenfeld Kuan-lin Huang Jane Houldsworth Chad M. Vanderbilt Thomas J. Fuchs 79 4 0 10 Jul 2024
A review of graph neural network applications in mechanics-related domains Yingxue Zhao Haoran Li Haosu Zhou H. Attar Tobias Pfaff Nan Li AI4CE 134 8 0 10 Jul 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models Yuhan Li Peisong Wang Xiao Zhu Aochuan Chen Haiyun Jiang Deng Cai Victor Wai Kin Chan Jia Li 115 18 0 10 Jul 2024
Multicell-Fold: geometric learning in folding multicellular life Haiqian Yang Anh Q. Nguyen Dapeng Bi Markus J. Buehler Ming Guo 20 1 0 09 Jul 2024
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics Ruiran Su J. Pierrehumbert 68 1 0 09 Jul 2024
Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections Isuru Wijesinghe Michael G. Nix A. Zakeri Alireza Hokmabadi B. Al-Qaisieh Ali Gooya Zeike A. Taylor MedIm 3DV 42 0 0 09 Jul 2024