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A Comprehensive Survey on Graph Neural Networks

3 January 2019

Philip S. Yu

Papers citing "A Comprehensive Survey on Graph Neural Networks"

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Title
A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network Julian Carvajal Rico A. Alaeddini Syed Hasib Akhter Faruqui S. Fisher-Hoch J. McCormick 285 0 0 20 Sep 2024
Physics aware machine learning for micromagnetic energy minimization: recent algorithmic developments Sebastian Schaffer T. Schrefl Harald Oezelt Norbert J Mauser Lukas Exl AI4CE 73 0 0 19 Sep 2024
PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs) Mahmoud Nazzal Issa Khalil Abdallah Khreishah NhatHai Phan AAML 62 7 0 19 Sep 2024
Shape-informed surrogate models based on signed distance function domain encoding L. Zhang S. Pagani Jun Zhang Francesco Regazzoni AI4CE 98 1 0 19 Sep 2024
Log2graphs: An Unsupervised Framework for Log Anomaly Detection with Efficient Feature Extraction Caihong Wang Du Xu Zonghang Li 76 2 0 18 Sep 2024
Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings Nikolaos Nakis Chrysoula Kosma Giannis Nikolentzos Michalis Chatzianastasis Iakovos Evdaimon Michalis Vazirgiannis 166 1 0 16 Sep 2024
Predicting building types and functions at transnational scale Jonas Fill Michael Eichelbeck Michael Ebner 66 0 0 15 Sep 2024
MALADY: Multiclass Active Learning with Auction Dynamics on Graphs Gokul Bhusal Kevin Miller Ekaterina Merkurjev 131 1 0 14 Sep 2024
Towards Leveraging Contrastively Pretrained Neural Audio Embeddings for Recommender Tasks Florian Grötschla Luca Strassle Luca A. Lanzendörfer Roger Wattenhofer 79 0 0 13 Sep 2024
Optimizing Ingredient Substitution Using Large Language Models to Enhance Phytochemical Content in Recipes Luis Rita Josh Southern I. Laponogov Kyle Higgins Kirill Veselkov 64 2 0 13 Sep 2024
Contactless Fingerprint Recognition Using 3D Graph Matching Zhe Cui Yuwei Jia Siyang Zheng Fei Su 60 0 0 13 Sep 2024
Redesigning graph filter-based GNNs to relax the homophily assumption Samuel Rey Madeline Navarro Victor M. Tenorio Santiago Segarra Antonio G. Marques 82 4 0 13 Sep 2024
CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs Davide Buffelli Farzin Soleymani Bastian Rieck GNN 71 1 0 12 Sep 2024
Network Anomaly Traffic Detection via Multi-view Feature Fusion Song Hao Wentao Fu Xuanze Chen Chengxiang Jin Jiajun Zhou Shanqing Yu Qi Xuan 70 2 0 12 Sep 2024
Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User Experience Sumeyye Ozturk Ahmed Burak Ercan Resul Tugay Şule Gündüz Öğüdücü 48 1 0 12 Sep 2024
Learning to Model Graph Structural Information on MLPs via Graph Structure Self-Contrasting Lirong Wu Haitao Lin Guojiang Zhao Cheng Tan Stan Z. Li 110 0 0 09 Sep 2024
An encoding of argumentation problems using quadratic unconstrained binary optimization Marco Baioletti Francesco Santini 33 1 0 09 Sep 2024
Ethereum Fraud Detection via Joint Transaction Language Model and Graph Representation Learning Yifan Jia Yanbin Wang Jianguo Sun Yiwei Liu Zhang Sheng Ye Tian 210 5 0 09 Sep 2024
Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems Fu Lin Jiasheng Shi Shijie Luo Qinpei Zhao Weixiong Rao Lei Chen AI4CE 77 0 0 07 Sep 2024
Solving Stochastic Orienteering Problems with Chance Constraints Using a GNN Powered Monte Carlo Tree Search Marcos Abel Zuzuárregui Stefano Carpin 57 1 0 06 Sep 2024
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach Shujing Li Yanhu Wang Shuaishuai Guo Chenyuan Feng 85 4 0 04 Sep 2024
Explicit Differentiable Slicing and Global Deformation for Cardiac Mesh Reconstruction Yihao Luo Dario Sesia Fanwen Wang Yinzhe Wu Wenhao Ding ... Amit Kaural Jamil Mayet Jamil Mayet ChoonHwai Yap ChoonHwai Yap 90 4 0 03 Sep 2024
A Modern Take on Visual Relationship Reasoning for Grasp Planning Paolo Rabino Tatiana Tommasi 79 1 0 03 Sep 2024
Debiasing Graph Representation Learning based on Information Bottleneck Ziyi Zhang Mingxuan Ouyang Wanyu Lin Hao Lan Lei Yang FaML 77 0 0 02 Sep 2024
Vortex: Efficient Sample-Free Dynamic Tensor Program Optimization via Hardware-aware Strategy Space Hierarchization Yangjie Zhou Honglin Zhu Qian Qiu Weihao Cui Zihan Liu ... Jintao Meng Haidong Lan Jingwen Leng Wenxi Zhu Minwen Deng 85 0 0 02 Sep 2024
GSpect: Spectral Filtering for Cross-Scale Graph Classification Xinming Zhang Wenchuan Yang Jiawei Feng Bitao Dai Tianci Bu Xin Lu 66 2 0 31 Aug 2024
A GREAT Architecture for Edge-Based Graph Problems Like TSP Attila Lischka Filip Rydin Jiaming Wu M. Chehreghani Balázs Kulcsár 56 3 0 29 Aug 2024
Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks Junhao Shen Mohammad Ausaf Ali Haqqani Beichen Hu Cheng Huang Xihao Xie Tsengdar Lee Jia Zhang 49 1 0 27 Aug 2024
SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration Runzhen Xue Yurui Lai Dengke Han Zhimin Tang Mingyu Yan Xiaochun Ye GNN 56 0 0 27 Aug 2024
Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies Christos Theodoropoulos N. Mulligan Joao H. Bettencourt-Silva 63 0 0 27 Aug 2024
PAGE: Parametric Generative Explainer for Graph Neural Network Yang Qiu Wei Liu Jun Wang Ruixuan Li BDL 91 0 0 26 Aug 2024
Towards Graph Prompt Learning: A Survey and Beyond Qingqing Long Yuchen Yan Peiyan Zhang Chen Fang Wentao Cui ... Shiyue Jiang Zheng Fang Chong Chen Xian-Sheng Hua Yuanchun Zhou AI4CE 87 1 0 26 Aug 2024
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU Peng Zhu Yuante Li Yifan Hu Qinyuan Liu Dawei Cheng Yuqi Liang AIFin AI4TS 174 6 0 26 Aug 2024
Exploring the Potential of Large Language Models for Heterophilic Graphs Yuxia Wu Shujie Li Yuan Fang Chuan Shi 151 3 0 26 Aug 2024
Applying graph neural network to SupplyGraph for supply chain network Kihwan Han 72 2 0 23 Aug 2024
Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis Yuxiang Wei A. Abrol Reihaneh Hassanzadeh Mamba 118 3 0 23 Aug 2024
Rank and Align: Towards Effective Source-free Graph Domain Adaptation Junyu Luo Zhiping Xiao Yifan Wang Xiao Luo Jingyang Yuan Wei Ju Langechuan Liu Ming Zhang 99 8 0 22 Aug 2024
Optimizing Federated Graph Learning with Inherent Structural Knowledge and Dual-Densely Connected GNNs Longwen Wang Jianchun Liu Zhi Liu Jinyang Huang AI4CE FedML 69 0 0 21 Aug 2024
High Performance Unstructured SpMM Computation Using Tensor Cores Patrik Okanovic Grzegorz Kwa'sniewski P. S. Labini Maciej Besta Flavio Vella Torsten Hoefler 123 6 0 21 Aug 2024
Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation Fieke Hillerstrom Gertjan J. Burghouts NAI 47 1 0 21 Aug 2024
Modeling Reference-dependent Choices with Graph Neural Networks Liang Zhang Guannan Liu Junjie Wu Yong Tan HAI 54 0 0 21 Aug 2024
GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings Milan Papež Martin Rektoris Václav Šmídl Tomáš Pevný TPM 127 0 0 18 Aug 2024
Federated Graph Learning with Structure Proxy Alignment Xingbo Fu Zihan Chen Binchi Zhang Chen Chen Jundong Li FedML 91 8 0 18 Aug 2024
SA-GDA: Spectral Augmentation for Graph Domain Adaptation Jinhui Pang Zixuan Wang Jiliang Tang Mingyan Xiao Nan Yin OOD 112 22 0 17 Aug 2024
Mitigating Degree Bias in Signed Graph Neural Networks Fang He Jinhai Deng Ruizhan Xue Maojun Wang Zeyu Zhang 74 3 0 16 Aug 2024
Robust Offline Active Learning on Graphs Yuanchen Wu Yubai Yuan OffRL 62 0 0 15 Aug 2024
RW-NSGCN: A Robust Approach to Structural Attacks via Negative Sampling Shuqi He Jun Zhuang Ding Wang Jun Song AAML 65 0 0 13 Aug 2024
From Graphs to Qubits: A Critical Review of Quantum Graph Neural Networks Andrea Ceschini Francesco Mauro Francesca De Falco A. Sebastianelli A. Verdone A. Rosato Bertrand Le Saux Massimo Panella Paolo Gamba Silvia Liberata Ullo GNN AI4CE 89 1 0 12 Aug 2024
Body Transformer: Leveraging Robot Embodiment for Policy Learning Carmelo Sferrazza Dun-Ming Huang Fangchen Liu Jongmin Lee Pieter Abbeel LM&Ro 90 14 0 12 Aug 2024
Swarm-Net: Firmware Attestation in IoT Swarms using Graph Neural Networks and Volatile Memory Varun Kohli Bhavya Kohli M. Aman Biplab Sikdar 54 0 0 11 Aug 2024