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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

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Title
Graph Contrastive Learning with Low-Rank Regularization and Low-Rank Attention for Noisy Node Classification Yancheng Wang Yingzhen Yang 65 2 0 01 Jul 2025
Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models Ben Finkelshtein .Ismail .Ilkan Ceylan Michael M. Bronstein Ron Levie 16 0 0 01 Jul 2025
Metapath-based Hyperbolic Contrastive Learning for Heterogeneous Graph Embedding Jongmin Park Seunghoon Han Won-Yong Shin Sungsu Lim 7 0 0 20 Jun 2025
Reinforcement learning for hybrid charging stations planning and operation considering fixed and mobile chargers Yanchen Zhu Honghui Zou Chufan Liu Yuyu Luo Yuankai Wu Yuxuan Liang 5 0 0 20 Jun 2025
EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems Dian Meng Zhiguang Cao Yaoxin Wu Yaqing Hou Hongwei Ge Qiang Zhang 12 0 0 19 Jun 2025
A Brain-to-Population Graph Learning Framework for Diagnosing Brain Disorders Qianqian Liao Wuque Cai Hongze Sun Dongze Liu Duo Chen Dezhong Yao Daqing Guo 7 0 0 19 Jun 2025
Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures Vijay Prakash Dwivedi Charilaos I. Kanatsoulis Shenyang Huang Jure Leskovec GNN 3DV 30 0 0 19 Jun 2025
SEP-GCN: Leveraging Similar Edge Pairs with Temporal and Spatial Contexts for Location-Based Recommender Systems Tan Loc Nguyen Tin T. Tran 7 0 0 19 Jun 2025
Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification Langzhang Liang Fanchen Bu Zixing Song Zenglin Xu Shirui Pan Kijung Shin 9 0 0 19 Jun 2025
Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction Ana Kostovska Carola Doerr Sašo Džeroski P. Panov T. Eftimov 10 0 0 19 Jun 2025
SlepNet: Spectral Subgraph Representation Learning for Neural Dynamics Siddharth Viswanath Rahul Singh Yanlei Zhang J. Adam Noah Joy Hirsch Smita Krishnaswamy 14 0 0 19 Jun 2025
Pieceformer: Similarity-Driven Knowledge Transfer via Scalable Graph Transformer in VLSI Hang Yang Yusheng Hu Yong Liu Cong 7 0 0 18 Jun 2025
sHGCN: Simplified hyperbolic graph convolutional neural networks Pol Arévalo Alexis Molina Álvaro Ciudad 20 0 0 17 Jun 2025
Chaining Event Spans for Temporal Relation Grounding Jongho Kim Dohyeon Lee Minsoo Kim Seung-won Hwang 24 0 0 17 Jun 2025
AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection Zixian Zhang Takfarinas Saber 17 0 0 17 Jun 2025
Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach Qingfeng Chen Shiyuan Li Yixin Liu Shirui Pan Geoffrey I. Webb Shichao Zhang EDL 28 0 0 16 Jun 2025
Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems Md Abrar Jahin Adiba Abid M. F. Mridha 21 0 0 16 Jun 2025
Base3: a simple interpolation-based ensemble method for robust dynamic link prediction Kondrup Emma 16 0 0 15 Jun 2025
Large Scalable Cross-Domain Graph Neural Networks for Personalized Notification at LinkedIn Shihai He Julie Choi Tianqi Li Zhiwei Ding Peng Du ... Franco Liang Fedor Borisyuk Padmini Jaikumar Xiaobing Xue Viral Gupta GNN 7 0 0 15 Jun 2025
Topology-Assisted Spatio-Temporal Pattern Disentangling for Scalable MARL in Large-scale Autonomous Traffic Control Rongpeng Li Jianhang Zhu Jiahao Huang Zhifeng Zhao Honggang Zhang 9 0 0 14 Jun 2025
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination Ao Jia Haiming Wu Guohui Yao D. Song Songkun Ji Yazhou Zhang 11 0 0 14 Jun 2025
Collaborative Interest-aware Graph Learning for Group Identification Rui Zhao Beihong Jin Beibei Li Yiyuan Zheng 5 0 0 13 Jun 2025
pLSTM: parallelizable Linear Source Transition Mark networks Korbinian Poppel Richard Freinschlag Thomas Schmied Wei Lin Sepp Hochreiter 18 0 0 13 Jun 2025
Spectra-to-Structure and Structure-to-Spectra Inference Across the Periodic Table Yufeng Wang Peiyao Wang Lu Ma Yuewei Lin Qun Liu Haibin Ling 62 0 0 13 Jun 2025
How do Probabilistic Graphical Models and Graph Neural Networks Look at Network Data? Michela Lapenna Caterina De Bacco 71 0 0 13 Jun 2025
FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models Riddhiman Raut R. Maulik Shivam Barwey AI4CE 18 0 0 13 Jun 2025
Directed Acyclic Graph Convolutional Networks Samuel Rey Hamed Ajorlou Gonzalo Mateos GNN CML AI4CE 25 0 0 13 Jun 2025
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation Hamzeh Asgharnezhad Pegah Tabarisaadi Abbas Khosravi R. Alizadehsani Usha R. Acharya 114 0 0 12 Jun 2025
Revisiting Transformers with Insights from Image Filtering Laziz U. Abdullaev Maksim Tkachenko Tan M. Nguyen ViT 108 0 0 12 Jun 2025
Graph Neural Networks for Automatic Addition of Optimizing Components in Printed Circuit Board Schematics Pascal Plettenberg André Alcalde Bernhard Sick Josephine M. Thomas 98 0 0 12 Jun 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment Hongda Sun Jiaren Peng Wenzhong Yang Liang He Bo Du Rui Yan MedIm 112 0 0 12 Jun 2025
Air in Your Neighborhood: Fine-Grained AQI Forecasting Using Mobile Sensor Data Aaryam Sharma 99 0 0 12 Jun 2025
Principled Approaches for Extending Neural Architectures to Function Spaces for Operator Learning Julius Berner Miguel Liu-Schiaffini Jean Kossaifi Valentin Duruisseaux Boris Bonev Kamyar Azizzadenesheli A. Anandkumar AI4CE 116 0 0 12 Jun 2025
Vector Representations of Vessel Trees James Batten M. Schaap Matthew Sinclair Ying Bai Ben Glocker MedIm 26 0 0 11 Jun 2025
GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments Maryam Khalid Akane Sano 42 0 0 11 Jun 2025
Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols Longzhu He Chaozhuo Li Peng Tang Litian Zhang Sen Su Philip S. Yu AAML 52 0 0 11 Jun 2025
Structural-Spectral Graph Convolution with Evidential Edge Learning for Hyperspectral Image Clustering Jianhan Qi Yuheng Jia Hui Liu Junhui Hou 50 0 0 11 Jun 2025
Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports S. Balachandar Shuvom Sadhuka Bonnie Berger Emma Pierson Nikhil Garg AI4TS 14 0 0 10 Jun 2025
IMAGIC-500: IMputation benchmark on A Generative Imaginary Country (500k samples) Siyi Sun David Selby Yunchuan Huang Sebastian Vollmer Seth Flaxman Anisoara Calinescu 37 0 0 10 Jun 2025
Graph Prompting for Graph Learning Models: Recent Advances and Future Directions Xingbo Fu Zehong Wang Zihan Chen Jiazheng Li Yaochen Zhu Zhenyu Lei Cong Shen Yanfang Ye Chuxu Zhang Jundong Li AI4CE VLM 20 0 0 10 Jun 2025
Bridging RDF Knowledge Graphs with Graph Neural Networks for Semantically-Rich Recommender Systems Michael Färber David Lamprecht Yuni Susanti 15 0 0 10 Jun 2025
Residual Reweighted Conformal Prediction for Graph Neural Networks Zheng Zhang Jie Bao Zhixin Zhou Nicolo Colombo Lixin Cheng Rui Luo 16 1 0 09 Jun 2025
MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Weihan Lu Hong Cai Chen 12 0 0 08 Jun 2025
Positional Encoding meets Persistent Homology on Graphs Yogesh Verma Amauri Souza Vikas Garg 42 0 0 06 Jun 2025
Topology-aware Neural Flux Prediction Guided by Physics Haoyang Jiang Jindong Wang Xingquan Zhu Yi He AI4CE 48 0 0 06 Jun 2025
Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing Diaaeldin Taha James Chapman Marzieh Eidi Karel Devriendt Guido Montúfar 28 0 0 06 Jun 2025
Flow-Attentional Graph Neural Networks Pascal Plettenberg Dominik Köhler Bernhard Sick Josephine M. Thomas 37 0 0 06 Jun 2025
T-TExTS (Teaching Text Expansion for Teacher Scaffolding): Enhancing Text Selection in High School Literature through Knowledge Graph-Based Recommendation Nirmal Gelal Chloe Snow Ambyr Rios Hande Küçük McGinty 25 0 0 06 Jun 2025
PROVSYN: Synthesizing Provenance Graphs for Data Augmentation in Intrusion Detection Systems Yi Huang Wajih UI Hassan Yao Guo Xiangqun Chen Ding Li 57 0 0 06 Jun 2025
BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions Saptarshi Sengupta Shuhua Yang Paul Kwong Yu Fali Wang Suhang Wang 37 0 0 06 Jun 2025