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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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Graph Pseudotime Analysis and Neural Stochastic Differential Equations for Analyzing Retinal Degeneration Dynamics and Beyond Dai Shi Kuan Yan Lequan Lin Yue Zeng Ting Zhang D. Matsypura Mark C. Gillies Ling Zhu Junbin Gao 205 1 0 10 Feb 2025
Prompt-Driven Continual Graph Learning Qi Wang Tianfei Zhou Ye Yuan Rui Mao CLL 147 0 0 10 Feb 2025
Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities Ding Hu Pengxiang Hua Zhen Huang 279 0 0 09 Feb 2025
FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation Shilong Zhang Wenbo Li Shoufa Chen Chongjian Ge Peize Sun Yunke Zhang Yi Jiang Zehuan Yuan Binyue Peng Ping Luo DiffM VGen 239 0 0 07 Feb 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation Zhen Zhang Bingsheng He 287 2 0 05 Feb 2025
Learning Traffic Anomalies from Generative Models on Real-Time Observations Fotis I. Giasemis Alexandros Sopasakis AI4TS 250 0 0 03 Feb 2025
Leveraging Joint Predictive Embedding and Bayesian Inference in Graph Self Supervised Learning Srinitish Srinivasan Omkumar CU SSL BDL 161 0 0 02 Feb 2025
Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks Lars C.P.M. Quaedvlieg 110 0 0 31 Jan 2025
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms Shuaiqun Pan Yash J. Patel Aneta Neumann Frank Neumann Thomas Bäck Hao Wang 178 0 0 30 Jan 2025
Rethinking Functional Brain Connectome Analysis: Do Graph Deep Learning Models Help? Keqi Han Yao Su Lifang He Liang Zhan Sergey Plis Vince D. Calhoun Carl Yang AI4CE 116 1 0 28 Jan 2025
An Aspect Performance-aware Hypergraph Neural Network for Review-based Recommendation Junrui Liu Tong Li Di Wu Zifang Tang Yuan Fang Zhen Yang 132 0 0 28 Jan 2025
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems Jie Chen AI4CE 242 4 0 28 Jan 2025
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach Qin Chen Liang Wang Bo Zheng Guojie Song 173 3 0 28 Jan 2025
MAPPING: Debiasing Graph Neural Networks for Fair Node Classification with Limited Sensitive Information Leakage Ying Song Balaji Palanisamy 253 1 0 28 Jan 2025
Fairness Amidst Non-IID Graph Data: A Literature Review Wenbin Zhang Shimei Pan Shuigeng Zhou T. Walsh FaML OOD 114 12 0 28 Jan 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural Networks Taoran Fang Tianhong Gao Chunping Wang Yihao Shang Wei Chow Lei Chen Yang Yang 225 2 0 23 Jan 2025
FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling Emir Ceyani Han Xie Baturalp Buyukates Carl Yang Salman Avestimehr FedML 305 0 0 22 Jan 2025
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling Hu Cui Renjing Huang Ruoyu Zhang Tessai Hayama 95 1 0 21 Jan 2025
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications Eugenio Borzone Leandro Di Persia Matias Gerard SSL 133 0 0 21 Jan 2025
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks Michael Schwingshackl Fabio Francisco Oberweger Markus Murschitz 80 1 0 20 Jan 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 264 2 0 20 Jan 2025
DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting Hao Wu Haomin Wen Guibin Zhang Yutong Xia Kai Wang Yuxuan Liang Yu Zheng Kun Wang 195 2 0 17 Jan 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 97 1 0 17 Jan 2025
Enhancing Graph Self-Supervised Learning with Graph Interplay Xinjian Zhao Wei Pang Xiangru Jian Yaoyao Xu Chaolong Ying Tianshu Yu 245 0 0 17 Jan 2025
Graph Contrastive Learning on Multi-label Classification for Recommendations Jiayang Wu Wensheng Gan Huashen Lu Philip S. Yu 113 1 0 13 Jan 2025
Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions Aidan Hogan Xin Luna Dong Denny Vrandečić Gerhard Weikum 121 5 0 12 Jan 2025
CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks Atmane Ayoub Mansour Bahar Kamel Soaid Ferrahi Mohamed-Lamine Messai H. Seba Karima Amrouche 90 0 0 08 Jan 2025
Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence Liekang Zeng Shengyuan Ye Xu Chen Xiaoxi Zhang Ju Ren Jian Tang Yang Yang Xuemin Shen 151 3 0 08 Jan 2025
OpenGU: A Comprehensive Benchmark for Graph Unlearning Bowen Fan Yuming Ai Miao Hu Zhilin Guo Rong-Hua Li Guoren Wang MU 116 2 0 06 Jan 2025
Traits of a Leader: User Influence Level Prediction through Sociolinguistic Modeling Denys Katerenchuk Rivka Levitan TDI 101 0 0 05 Jan 2025
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes Hwa Hui Tew Gaoxuan Li Fan Ding Xuewen Luo Junn Yong Loo C. Ting Z. Y. Ding Chee Pin Tan 69 0 0 02 Jan 2025
A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation Alexander Du Yingwu Zhu 3DPC 74 0 0 31 Dec 2024
NetFlowGen: Leveraging Generative Pre-training for Network Traffic Dynamics Jiawei Zhou Woojeong Kim Zhiying Xu Alexander M. Rush Minlan Yu AI4CE 86 0 0 31 Dec 2024
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning Jiapu Wang Kai Sun Linhao Luo Wei Wei Yongli Hu Alan Wee-Chung Liew Shirui Pan Baocai Yin 119 13 0 31 Dec 2024
Introduction to Graph Neural Networks: A Starting Point for Machine Learning Engineers James H. Tanis Chris Giannella Adrian V. Mariano AI4CE GNN FaML PINN 131 0 0 27 Dec 2024
Extending Graph Condensation to Multi-Label Datasets: A Benchmark Study Liangliang Zhang Haoran Bao Yao Ma DD AI4CE 49 1 0 23 Dec 2024
Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning Jaesun Shin Eunjoo Jeon Taewon Cho Namkyeong Cho Youngjune Gwon 118 0 0 23 Dec 2024
Modality-Aware Shot Relating and Comparing for Video Scene Detection Jiawei Tan Hongxing Wang Kang Dang Jiaxin Li Zhilong Ou 77 0 0 23 Dec 2024
Rethinking Cancer Gene Identification through Graph Anomaly Analysis Yilong Zang Lingfei Ren Yongqian Li Zhikang Wang David Selby Zheng Wang Sebastian Vollmer Hongzhi Yin Jiangning Song Jian Wu 129 1 0 23 Dec 2024
GraphAgent: Agentic Graph Language Assistant Yuhao Yang J. Tang Lianghao Xia Xingchen Zou Yuxuan Liang Chao Huang LM&Ro 182 1 0 22 Dec 2024
Asymmetric Learning for Spectral Graph Neural Networks Fangbing Liu Qing Wang 147 0 0 16 Dec 2024
Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation Zhe Yang Tiantian Liang 92 0 0 15 Dec 2024
A Decade of Deep Learning: A Survey on The Magnificent Seven Dilshod Azizov Muhammad Arslan Manzoor Velibor Bojkovic Yingxu Wang Ziyi Wang ... Liang Li Siwei Liu Yu Zhong Wei Liu Shangsong Liang OOD AI4TS MedIm 180 0 0 13 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text Philipp Christmann Gerhard Weikum LMTD RALM 164 5 0 10 Dec 2024
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks Biswadeep Chakraborty H. Kumar Saibal Mukhopadhyay 150 1 0 10 Dec 2024
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective Yushun Dong Patrick Soga Yinhan He Song Wang Jundong Li 128 0 0 10 Dec 2024
Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing Wen Liu Ziqi Zhang Xiaochen Li Jiacheng Hu Yuanshuai Luo Junliang Du 114 9 0 04 Dec 2024
Structure-Guided Input Graph for GNNs facing Heterophily Victor M. Tenorio Madeline Navarro Samuel Rey Santiago Segarra Antonio G. Marques GNN 127 1 0 02 Dec 2024
HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting Shaohan Yu Pan Deng Yu Zhao Jiaheng Liu Ziáng Wang MoE 586 0 0 30 Nov 2024
MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data M. Fan Jizhou Huang An Zhuo Ying Li P. Li Haifeng Wang 174 3 0 27 Nov 2024