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
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 19 0 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 13 0 0 09 Sep 2024
An encoding of argumentation problems using quadratic unconstrained binary optimization Marco Baioletti Francesco Santini 16 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 48 2 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 27 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 13 0 0 06 Sep 2024
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach Shujing Li Yanhu Wang Shuaishuai Guo Chenyuan Feng 16 3 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 21 3 0 03 Sep 2024
A Modern Take on Visual Relationship Reasoning for Grasp Planning Paolo Rabino Tatiana Tommasi 28 1 0 03 Sep 2024
Debiasing Graph Representation Learning based on Information Bottleneck Ziyi Zhang Mingxuan Ouyang Wanyu Lin Hao Lan Lei Yang FaML 18 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 20 0 0 02 Sep 2024
GSpect: Spectral Filtering for Cross-Scale Graph Classification X. Zhang Wenchuan Yang Jiawei Feng Bitao Dai Tianci Bu Xin Lu 23 1 0 31 Aug 2024
A GREAT Architecture for Edge-Based Graph Problems Like TSP Attila Lischka Jiaming Wu M. Chehreghani Balázs Kulcsár 16 1 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 19 0 0 27 Aug 2024
SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration Runzhen Xue Mingyu Yan Dengke Han Zhimin Tang Xiaochun Ye Dongrui Fan GNN 17 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 14 0 0 27 Aug 2024
PAGE: Parametric Generative Explainer for Graph Neural Network Yang Qiu Wei Liu Jun Wang Ruixuan Li BDL 21 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 29 0 0 26 Aug 2024
Exploring the Potential of Large Language Models for Heterophilic Graphs Yuxia Wu Shujie Li Yuan Fang Chuan Shi 32 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 D. Cheng Yuqi Liang AIFin AI4TS 27 3 0 26 Aug 2024
Applying graph neural network to SupplyGraph for supply chain network Kihwan Han 32 2 0 23 Aug 2024
Hierarchical Spatio-Temporal State-Space Modeling for fMRI Analysis Yuxiang Wei A. Abrol Reihaneh Hassanzadeh Mamba 30 1 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 33 1 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 18 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 16 1 0 21 Aug 2024
Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation Fieke Hillerstrom Gertjan J. Burghouts NAI 21 0 0 21 Aug 2024
Modeling Reference-dependent Choices with Graph Neural Networks Liang Zhang Guannan Liu Junjie Wu Yong Tan HAI 22 0 0 21 Aug 2024
GraphSPNs: Sum-Product Networks Benefit From Canonical Orderings Milan Papež Martin Rektoris Václav Šmídl Tomáš Pevný TPM 36 0 0 18 Aug 2024
Federated Graph Learning with Structure Proxy Alignment Xingbo Fu Zihan Chen Binchi Zhang Chen Chen Jundong Li FedML 36 6 0 18 Aug 2024
SA-GDA: Spectral Augmentation for Graph Domain Adaptation Jinhui Pang Zixuan Wang Jiliang Tang Mingyan Xiao Nan Yin OOD 33 21 0 17 Aug 2024
Mitigating Degree Bias in Signed Graph Neural Networks Fang He Jinhai Deng Ruizhan Xue Maojun Wang Zeyu Zhang 25 3 0 16 Aug 2024
Robust Offline Active Learning on Graphs Yuanchen Wu Yubai Yuan OffRL 16 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 27 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 24 0 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 25 9 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 19 0 0 11 Aug 2024
A Structural Feature-Based Approach for Comprehensive Graph Classification Saiful Islam M. Hasan P. Khanra 25 2 0 10 Aug 2024
Investigating Instruction Tuning Large Language Models on Graphs Kerui Zhu Bo-Wei Huang Bowen Jin Yizhu Jiao Ming Zhong Kevin Chang Shou-De Lin Jiawei Han 42 2 0 10 Aug 2024
Path-LLM: A Shortest-Path-based LLM Learning for Unified Graph Representation Wenbo Shang Xuliang Zhu Xin Huang 27 3 0 10 Aug 2024
Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine Learning William Marfo P. Moriano Deepak K. Tosh Shirley V. Moore 27 2 0 10 Aug 2024
MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure Peng Yuan Peng Tang 25 1 0 09 Aug 2024
Beyond the Eye: A Relational Model for Early Dementia Detection Using Retinal OCTA Images Shouyue Liu Jinkui Hao Yuanyuan Gu Huazhu Fu Xinyu Guo Shuting Zhang Yitian Zhao Hong Song Shuting Zhang Yitian Zhao 14 0 0 09 Aug 2024
Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics Yu Zhang Yongxiang Zou Haoyu Zhang Zeyu Liu Houcheng Li Long Cheng AI4CE 21 0 0 08 Aug 2024
Malicious Internet Entity Detection Using Local Graph Inference Šimon Mandlík Tomás Pevný Václav Smídl L. Bajer 16 1 0 06 Aug 2024
Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks Zepeng Zhang Olga Fink GNN 24 1 0 05 Aug 2024
Optimal and efficient text counterfactuals using Graph Neural Networks Dimitris Lymperopoulos Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou 22 1 0 04 Aug 2024
Classical Machine Learning: Seventy Years of Algorithmic Learning Evolution A. Ezugwu Yuh-Shan Ho O. Egwuche Olufisayo S. Ekundayo Annette Van Der Merwe A. K. Saha Jayanta Pal 18 0 0 03 Aug 2024
Symmetric Graph Contrastive Learning against Noisy Views for Recommendation Chu Zhao Enneng Yang Yuliang Liang Jianzhe Zhao Guibing Guo Xingwei Wang 18 1 0 03 Aug 2024
Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial Intelligence Yen-Che Hsiao Rongting Yue Abhishek Dutta FAtt 20 0 0 02 Aug 2024
IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model Eren Olug Kıymet Kaya Resul Tugay Sule Gunduz Oguducu 13 0 0 02 Aug 2024