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
Intelligent Hybrid Resource Allocation in MEC-assisted RAN Slicing Network Chong Zheng Yongming Huang Cheng Zhang Tony Q. S. Quek 23 0 0 02 May 2024
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting Theodoros Theodoropoulos Angelos-Christos Maroudis Antonios Makris Konstantinos Tserpes AI4TS 18 0 0 01 May 2024
A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges ZhengZhao Feng Rui Wang TianXing Wang Mingli Song Sai Wu Shuibing He AI4CE 17 10 0 01 May 2024
Counterfactual Explanations for Deep Learning-Based Traffic Forecasting Rushan Wang Yanan Xin Yatao Zhang Fernando Pérez-Cruz Martin Raubal AI4TS 19 3 0 01 May 2024
A Survey on Deep Active Learning: Recent Advances and New Frontiers Dongyuan Li Zhen Wang Yankai Chen Renhe Jiang Weiping Ding Manabu Okumura 36 18 0 01 May 2024
Generating Robust Counterfactual Witnesses for Graph Neural Networks Dazhuo Qiu Mengying Wang Arijit Khan Yinghui Wu 27 2 0 30 Apr 2024
Temporal Graph ODEs for Irregularly-Sampled Time Series Alessio Gravina Daniele Zambon Davide Bacciu C. Alippi AI4TS CML 23 3 0 30 Apr 2024
Octopus v4: Graph of language models Wei Chen Zhiyuan Li 25 5 0 30 Apr 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 25 4 0 30 Apr 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 26 5 0 28 Apr 2024
Generative AI for Visualization: State of the Art and Future Directions Yilin Ye Jianing Hao Yihan Hou Zhan Wang Shishi Xiao Yuyu Luo Wei Zeng 29 38 0 28 Apr 2024
Research and application of artificial intelligence based webshell detection model: A literature review Mingrui Ma Lansheng Han Chunjie Zhou 71 2 0 28 Apr 2024
EEG_RL-Net: Enhancing EEG MI Classification through Reinforcement Learning-Optimised Graph Neural Networks Htoo Wai Aung Jiao Jiao Li Yang An Steven W. Su 25 0 0 26 Apr 2024
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND Qiyu Kang Kai Zhao Qinxu Ding Feng Ji Xuhao Li Wenfei Liang Yang Song Wee Peng Tay 41 8 0 26 Apr 2024
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection Yuan-Qi Bei Sheng Zhou Jinke Shi Yao Ma Haishuai Wang Jiajun Bu 24 1 0 25 Apr 2024
An Improved Graph Pooling Network for Skeleton-Based Action Recognition Cong Wu Xiao-Jun Wu Tianyang Xu Josef Kittler 19 0 0 25 Apr 2024
PHLP: Sole Persistent Homology for Link Prediction -- Interpretable Feature Extraction Junwon You Eunwoo Heo Jae-Hun Jung 21 1 0 23 Apr 2024
ML-based identification of the interface regions for coupling local and nonlocal models Noujoud Nader Patrick Diehl Marta DÉlia Christian Glusa Serge Prudhomme 33 1 0 23 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 24 23 0 23 Apr 2024
Channel Access Methods for RF-Powered IoT Networks: A Survey Hang Yu Lei Zhang Yiwei Li Kwan-Wu Chin Changlin Yang 11 2 0 23 Apr 2024
Formal Verification of Graph Convolutional Networks with Uncertain Node Features and Uncertain Graph Structure Tobias Ladner Michael Eichelbeck Matthias Althoff GNN 54 0 0 23 Apr 2024
FedTAD: Topology-aware Data-free Knowledge Distillation for Subgraph Federated Learning Yinlin Zhu Xunkai Li Zhengyu Wu Di Wu Miao Hu Ronghua Li FedML 24 5 0 22 Apr 2024
Social Force Embedded Mixed Graph Convolutional Network for Multi-class Trajectory Prediction Quancheng Du Xiao Wang Shouguo Yin Lingxi Li Huansheng Ning 27 10 0 20 Apr 2024
Leveraging Visibility Graphs for Enhanced Arrhythmia Classification with Graph Convolutional Networks Rafael F. Oliveira Gladston J. P. Moreira Vander L. S. Freitas Eduardo José da S. Luz 25 0 0 19 Apr 2024
Improving the interpretability of GNN predictions through conformal-based graph sparsification Pablo Sánchez-Martín Kinaan Aamir Khan Isabel Valera 29 3 0 18 Apr 2024
Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction Qian Li Cheng Ji Shu Guo Yong Zhao Qianren Mao Shangguang Wang Yuntao Wei Jianxin Li 21 1 0 18 Apr 2024
Virtual Foundry Graphnet for Metal Sintering Deformation Prediction R. Chen Chen Juheon Lee Chuang Gan Zijiang Yang M. A. Nabian Jun Zeng AI4CE 20 1 0 17 Apr 2024
EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification Htoo Wai Aung Jiao Jiao Li Yang An Steven W. Su 25 2 0 17 Apr 2024
You do not have to train Graph Neural Networks at all on text-attributed graphs Kaiwen Dong Zhichun Guo Nitesh V. Chawla 30 1 0 17 Apr 2024
Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning Wei Duan Jie Lu Junyu Xuan 18 6 0 17 Apr 2024
Towards Multi-agent Reinforcement Learning based Traffic Signal Control through Spatio-temporal Hypergraphs Kang Wang Zhishu Shen Zhen Lei Tiehua Zhang 37 1 0 17 Apr 2024
Integrating Graph Neural Networks with Scattering Transform for Anomaly Detection Abdeljalil Zoubir Badr Missaoui 22 0 0 16 Apr 2024
Neighbour-level Message Interaction Encoding for Improved Representation Learning on Graphs Haimin Zhang Min Xu GNN 20 0 0 15 Apr 2024
RandAlign: A Parameter-Free Method for Regularizing Graph Convolutional Networks Haimin Zhang Min Xu 42 2 0 15 Apr 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Xiao Wang Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 33 49 0 15 Apr 2024
DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise Tai Hasegawa Sukwon Yun Xin Liu Yin Jun Phua Tsuyoshi Murata 21 0 0 14 Apr 2024
Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things Keivan Faghih Niresi Hugo Bissig Henri Baumann Olga Fink AI4CE 35 2 0 11 Apr 2024
Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation Nooshin Yousefzadeh Rahul Sengupta Yashaswi Karnati Anand Rangarajan Sanjay Ranka 19 3 0 11 Apr 2024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs Bowen Jin Chulin Xie Jiawei Zhang Kashob Kumar Roy Yu Zhang ... Ruirui Li Xianfeng Tang Suhang Wang Yu Meng Jiawei Han LRM RALM 53 37 0 10 Apr 2024
Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models Hailong Shu Yue Wang Weiwei Song Huichuang Guo Zhen Song AI4Cl AI4CE 18 1 0 10 Apr 2024
Fair Graph Neural Network with Supervised Contrastive Regularization M. T. Kejani Fadi Dornaika Jean-Michel Loubes 33 0 0 09 Apr 2024
Graph Neural Networks for Binary Programming Moshe Eliasof Eldad Haber GNN 27 0 0 07 Apr 2024
Structurally Flexible Neural Networks: Evolving the Building Blocks for General Agents J. Pedersen Erwan Plantec Eleni Nisioti Milton L. Montero Sebastian Risi 30 1 0 06 Apr 2024
Spectral GNN via Two-dimensional (2-D) Graph Convolution Guoming Li Jian Yang Shangsong Liang Dongsheng Luo GNN 33 2 0 06 Apr 2024
Lightweight Geometric Deep Learning for Molecular Modelling in Catalyst Discovery Patrick Geitner GNN 28 0 0 05 Apr 2024
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection Litao Li Steven H. H. Ding Andrew Walenstein P. Charland Benjamin C. M. Fung 24 0 0 03 Apr 2024
Machine Learning and Data Analysis Using Posets: A Survey Arnauld Mesinga Mwafise AI4CE 28 0 0 03 Apr 2024
Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification Kleanthis Malialis Jin Li C. Panayiotou Marios M. Polycarpou CLL AI4TS 21 0 0 03 Apr 2024
Deep Reinforcement Learning for Traveling Purchaser Problems Haofeng Yuan Rong-Zhu Zhu Wanlu Yang Shiji Song Keyou You Yuli Zhang 30 0 0 03 Apr 2024
A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures Thanh Tam Nguyen T. T. Huynh Zhao Ren Thanh Toan Nguyen Phi Le Nguyen Hongzhi Yin Quoc Viet Hung Nguyen 55 8 0 31 Mar 2024