Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

Papers citing "Semi-Supervised Classification with Graph Convolutional Networks"

50 / 7,492 papers shown

Title
Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling Da Yuan 36 0 0 13 Apr 2025
FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training Jiaheng Liu Xiaoqian Jiang Xuzhao Li Bohan Zhang Jing Zhang 37 0 0 12 Apr 2025
Graph Learning-Driven Multi-Vessel Association: Fusing Multimodal Data for Maritime Intelligence Yaojie Lu Kaisen Yang Dong Yang Haifeng Ding Jinxian Weng R. W. Liu 21 0 0 12 Apr 2025
BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification Jiaxing Xu Kai He Yue Tang Wei Li Mengcheng Lan Xia Dong Yiping Ke Mengling Feng 27 0 0 12 Apr 2025
MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models Junmo Kim Namkyeong Lee Jiwon Kim Kwangsoo Kim 34 0 0 11 Apr 2025
Local Distance-Preserving Node Embeddings and Their Performance on Random Graphs My Le Luana Ruiz Souvik Dhara 44 0 0 11 Apr 2025
DrivAer Transformer: A high-precision and fast prediction method for vehicle aerodynamic drag coefficient based on the DrivAerNet++ dataset Jiaqi He Xiangwen Luo Yiping Wang AI4CE 46 0 0 11 Apr 2025
Harnessing Equivariance: Modeling Turbulence with Graph Neural Networks Marius Kurz Andrea Beck Benjamin Sanderse AI4CE 31 0 0 10 Apr 2025
Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling Chaojian Li Zhifan Ye Massimiliano Lupo Pasini Jong Youl Choi Cheng Wan Y. Lin Prasanna Balaprakash 46 0 0 10 Apr 2025
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs Songwei Zhao Yuan Jiang Zijing Zhang Yang Yu Hechang Chen 28 0 0 09 Apr 2025
CDER: Collaborative Evidence Retrieval for Document-level Relation Extraction Khai Phan Tran Xue Li 38 0 0 09 Apr 2025
Dynamic Residual Safe Reinforcement Learning for Multi-Agent Safety-Critical Scenarios Decision-Making Kaifeng Wang Yinsong Chen Qi Liu Xueyuan Li Xin Gao 39 0 0 09 Apr 2025
BBQRec: Behavior-Bind Quantization for Multi-Modal Sequential Recommendation Kaiyuan Li Rui Xiang Yong Bai Yongxiang Tang Yanhua Cheng Xialong Liu Peng Jiang Kun Gai 31 1 0 09 Apr 2025
Flexible Graph Similarity Computation With A Proactive Optimization Strategy Zhouyang Liu Ning Liu Yixin Chen Jiezhong He Dongsheng Li 39 0 0 09 Apr 2025
Robust and Noise-resilient Long-Term Prediction of Spatiotemporal Data Using Variational Mode Graph Neural Networks with 3D Attention Osama Ahmad Zubair Khalid 3DPC 41 0 0 09 Apr 2025
Exploiting Meta-Learning-based Poisoning Attacks for Graph Link Prediction Mingchen Li Di Zhuang Keyu Chen Dumindu Samaraweera Morris Chang AAML 45 0 0 08 Apr 2025
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling Ronghui Zhang Wenbin Xing Mengran Li Zihan Wang Junzhou Chen Xiaolei Ma Zhiyuan Liu Zhengbing He AI4TS 26 0 0 08 Apr 2025
Heuristic Methods are Good Teachers to Distill MLPs for Graph Link Prediction Zongyue Qin Shichang Zhang Mingxuan Ju Tong Zhao Neil Shah Yizhou Sun 31 0 0 08 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye Xiao Chen Siqiang Luo 3DV 51 0 0 08 Apr 2025
Enhancing Leaf Disease Classification Using GAT-GCN Hybrid Model Shyam Sundhar Riya Sharma Priyansh Maheshwari Suvidha Rupesh Kumar T. Sunil Kumar 38 0 0 07 Apr 2025
Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints Wenzhong Yan Feng Yin Jun Gao Ao Wang Yang Tian Ruizhi Chen 23 0 0 07 Apr 2025
Sparsity-Aware Communication for Distributed Graph Neural Network Training Ujjaini Mukhodopadhyay Alok Tripathy Oguz Selvitopi Katherine Yelick A. Buluç 52 1 0 07 Apr 2025
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 36 0 0 07 Apr 2025
MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions Minwei Zhao S. Šćepanović Stephen Law Daniele Quercia Ivica Obadic 40 0 0 07 Apr 2025
AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification Wang Tang Fethiye Irmak Dogan Linbo Qing Hatice Gunes 40 0 0 07 Apr 2025
GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision Aditya Hemant Shahane Prathosh A.P Sandeep Kumar CLL 30 0 0 07 Apr 2025
GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction Yoshitaka Inoue Tianfan Fu Augustin Luna 33 0 0 07 Apr 2025
Divergent Paths: Separating Homophilic and Heterophilic Learning for Enhanced Graph-level Representations Han Lei Jiaxing Xu Xia Dong Yiping Ke GNN 43 0 0 06 Apr 2025
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Xiao Lin Zhichen Zeng Tianxin Wei Zhining Liu Yuzhong Chen Hanghang Tong AI4TS 40 1 0 05 Apr 2025
TGraphX: Tensor-Aware Graph Neural Network for Multi-Dimensional Feature Learning Arash Sajjadi Mark Eramian 29 0 0 04 Apr 2025
Experimental Study on Time Series Analysis of Lower Limb Rehabilitation Exercise Data Driven by Novel Model Architecture and Large Models Hengyu Lin AI4CE 28 0 0 04 Apr 2025
Graphs are everywhere -- Psst! In Music Recommendation too Bharani Jayakumar Orkun Özoğlu 42 0 0 03 Apr 2025
Distributed Log-driven Anomaly Detection System based on Evolving Decision Making Zhuoran Tan Qiyuan Wang Christos Anagnostopoulos S. P. Parambath Jeremy Singer Sam Temple 58 0 0 03 Apr 2025
Fourier Sliced-Wasserstein Embedding for Multisets and Measures Tal Amir Nadav Dym 61 2 0 03 Apr 2025
Knowledge Graph Completion with Mixed Geometry Tensor Factorization Viacheslav Yusupov Maxim Rakhuba Evgeny Frolov 41 0 0 03 Apr 2025
LLM-Augmented Graph Neural Recommenders: Integrating User Reviews H. Kanezashi Toyotaro Suzumura Cade Reid Md. Mostafizur Rahman Yu Hirate 38 0 0 03 Apr 2025
Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification Jonas Teufel Annika Leinweber Pascal Friederich 57 0 0 03 Apr 2025
Geospatial Artificial Intelligence for Satellite-based Flood Extent Mapping: Concepts, Advances, and Future Perspectives Hyunho Lee Wenwen Li AI4CE 51 0 0 03 Apr 2025
Graph Attention for Heterogeneous Graphs with Positional Encoding Nikhil Shivakumar Nayak GNN 58 0 0 03 Apr 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 82 1 0 03 Apr 2025
Toward General and Robust LLM-enhanced Text-attributed Graph Learning Zihao Zhang Xunkai Li Rong-Hua Li Bing Zhou Zhenjun Li Guoren Wang 49 0 0 03 Apr 2025
Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code Roxane Cohen Robin David Florian Yger Fabrice Rossi AAML 35 0 0 02 Apr 2025
Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics Zhaoxing Li Xiaoming Zhang Haifeng Zhang Chengxiang Liu 44 0 0 02 Apr 2025
From Text to Graph: Leveraging Graph Neural Networks for Enhanced Explainability in NLP Fabio Yáñez-Romero Andrés Montoyo Armando Suárez Yoan Gutiérrez Ruslan Mitkov 58 0 0 02 Apr 2025
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding Xi Fu Rui Liu Aung Aung Phyo Wai Hannah Pulferer Neethu Robinson Gernot R Müller-Putz Cuntai Guan 29 0 0 02 Apr 2025
Adversarial Curriculum Graph-Free Knowledge Distillation for Graph Neural Networks Yuang Jia Xiaojuan Shan Jun Xia Guancheng Wan Y. Zhang Wenke Huang Mang Ye Stan Z. Li 60 0 0 01 Apr 2025
Hierarchical Local-Global Feature Learning for Few-shot Malicious Traffic Detection Songtao Peng Lei Wang Wu Shuai Hao Song Jiajun Zhou Shanqing Yu Qi Xuan 43 0 0 01 Apr 2025
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments Enjun Du Xunkai Li Tian Jin Zhihan Zhang Rong-Hua Li Guoren Wang 48 0 0 01 Apr 2025
Efficient n-body simulations using physics informed graph neural networks Víctor Ramos-Osuna Alberto Díaz-Álvarez Raúl Lara-Cabrera AI4CE 40 0 0 01 Apr 2025
GKAN: Explainable Diagnosis of Alzheimer's Disease Using Graph Neural Network with Kolmogorov-Arnold Networks Tianqi Ding Dawei Xiang Keith E Schubert Liang Dong 61 1 0 01 Apr 2025