Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 7,588 papers shown

Title
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Ashish Parmanand Pandey Alan John Varghese Sarang Patil Mengjia Xu Mamba 123 0 0 15 Dec 2024
Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction Claudio Moroni Claudio Borile Carolina Mattsson Michele Starnini Andre' Panisson 79 0 0 14 Dec 2024
Learning Semantic-Aware Representation in Visual-Language Models for Multi-Label Recognition with Partial Labels Haoxian Ruan Zhihua Xu Zhijing Yang Yongyi Lu Jinghui Qin Tianshui Chen VLM 83 1 0 14 Dec 2024
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics Kaichen Xu Qilong Wu Yan Lu Yinan Zheng W. Li Xingjie Tang Jun Wang Xiaobo Sun 89 0 0 14 Dec 2024
WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions Arash Hajisafi Maria Despoina Siampou Bita Azarijoo Cyrus Shahabi AI4TS 83 0 0 14 Dec 2024
A Decade of Deep Learning: A Survey on The Magnificent Seven Dilshod Azizov Muhammad Arslan Manzoor Velibor Bojkovic Yingxu Wang Junyao Xing ... Liang Li Siwei Liu Yu Zhong Wei Liu Shangsong Liang OOD AI4TS MedIm 129 0 0 13 Dec 2024
TransferLight: Zero-Shot Traffic Signal Control on any Road-Network J. Schmidt Frank Dreyer Sayed Abid Hashimi Sebastian Stober 82 0 0 12 Dec 2024
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media Muhammad Arslan Manzoor Ruihong Zeng Dilshod Azizov Preslav Nakov Shangsong Liang 84 0 0 12 Dec 2024
Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning Isha Jain Shailesh Garg Shaurya Shriyam Souvik Chakraborty GNN 91 0 0 12 Dec 2024
A Context-Enhanced Framework for Sequential Graph Reasoning Shuo Shi Chao Peng Chenyang Xu Zhengfeng Yang 117 0 0 12 Dec 2024
Multi-Scale Heterogeneous Text-Attributed Graph Datasets From Diverse Domains Yunhui Liu Qizhuo Xie Jinwei Shi Jiaxu Shen Tieke He 84 0 0 12 Dec 2024
MHSA: A Multi-scale Hypergraph Network for Mild Cognitive Impairment Detection via Synchronous and Attentive Fusion Manman Yuan Weiming Jia Xiong Luo Jiazhen Ye Peican Zhu Junlin Li 84 0 0 11 Dec 2024
Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks Xinfeng Li Guibin Zhang Haoran Yang Dawei Cheng 93 0 0 10 Dec 2024
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks Biswadeep Chakraborty H. Kumar Saibal Mukhopadhyay 89 1 0 10 Dec 2024
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision Qiang Qu Xiaoming Chen Yuk Ying Chung Yiran Shen AI4TS 91 5 0 10 Dec 2024
Adaptive Graph Learning from Spatial Information for Surgical Workflow Anticipation Francis Xiatian Zhang Jingjing Deng Robert Lieck Hubert P. H. Shum 72 1 0 09 Dec 2024
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 91 0 0 09 Dec 2024
siForest: Detecting Network Anomalies with Set-Structured Isolation Forest Christie Djidjev 67 0 0 08 Dec 2024
Memory-enhanced Invariant Prompt Learning for Urban Flow Prediction under Distribution Shifts Haiyang Jiang Tong Chen Wenbin Zhang Nguyen Quoc Viet Hung Yuan Yuan Yong Li Lizhen Cui OOD AI4TS 286 1 0 07 Dec 2024
Enhancing Mathematical Reasoning in LLMs with Background Operators Jiajun Chen Yik-Cheung Tam LRM 72 0 0 05 Dec 2024
Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Yunhua Pei Jin Zheng John Cartlidge AIFin 75 1 0 05 Dec 2024
Graph Disentangle Causal Model: Enhancing Causal Inference in Networked Observational Data Binbin Hu Zhicheng An Zhengwei Wu Ke Tu Ziqi Liu Qing Cui Jun Zhou Yufei Feng Jiawei Chen CML 109 0 0 05 Dec 2024
Training MLPs on Graphs without Supervision Zehong Wang Zheyuan Zhang Chuxu Zhang Yanfang Ye 86 5 0 05 Dec 2024
3D Interaction Geometric Pre-training for Molecular Relational Learning Namkyeong Lee Yunhak Oh Heewoong Noh Gyoung S. Na Minkai Xu Hanchen Wang Tianfan Fu Chanyoung Park AI4CE 74 0 0 04 Dec 2024
Geographical Information Alignment Boosts Traffic Analysis via Transpose Cross-attention Xiangyu Jiang Xiwen Chen Hao Wang Abolfazl Razi 68 0 0 03 Dec 2024
Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling Jie Zou Aixin Sun Cheng Long Evangelos Kanoulas LMTD 114 5 0 03 Dec 2024
From ChebNet to ChebGibbsNet Jie M. Zhang Min-Te Sun GNN 82 1 0 02 Dec 2024
Structure-Guided Input Graph for GNNs facing Heterophily Victor M. Tenorio Madeline Navarro Samuel Rey Santiago Segarra Antonio G. Marques GNN 89 0 0 02 Dec 2024
TGTOD: A Global Temporal Graph Transformer for Outlier Detection at Scale Kay Liu Jiahao Ding MohamadAli Torkamani Philip S. Yu 92 1 0 01 Dec 2024
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective Yujie Mo Zhihe Lu Runpeng Yu Xiaofeng Zhu Xinchao Wang 98 2 0 01 Dec 2024
Node Importance Estimation Leveraging LLMs for Semantic Augmentation in Knowledge Graphs Xinyu Lin Tianyu Zhang Chengbin Hou Jinbao Wang Jianye Xue Hairong Lv 62 1 0 30 Nov 2024
Toward Fair Graph Neural Networks Via Dual-Teacher Knowledge Distillation Chengyu Li Debo Cheng Guixian Zhang Yi Li Shichao Zhang 90 0 0 30 Nov 2024
HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting Shaohan Yu Pan Deng Yu Zhao Jiaheng Liu Ziáng Wang MoE 311 0 0 30 Nov 2024
Mixture of Experts for Node Classification Yu Shi Yiqi Wang WeiXuan Lang Jiaxin Zhang Pan Dong Aiping Li 305 0 0 30 Nov 2024
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction João Mattos Zexi Huang Mert Kosan Ambuj Singh A. Silva 79 1 0 29 Nov 2024
Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare Tianqi Shang Weiqing He Tianlong Chen Ying Ding Huanmei Wu Kaixiong Zhou Li Shen 69 1 0 29 Nov 2024
Multigraph Message Passing with Bi-Directional Multi-Edge Aggregations H. Çağrı Bilgi Lydia Y. Chen Kubilay Atasu 86 1 0 29 Nov 2024
Twisted Convolutional Networks (TCNs): Enhancing Feature Interactions for Non-Spatial Data Classification Junbo Jacob Lian 67 0 0 29 Nov 2024
Gradient Inversion Attack on Graph Neural Networks Divya Anand Sinha Yezi Liu Ruijie Du Yanning Shen FedML 76 0 0 29 Nov 2024
RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks Tae-Hoon Lee Min-Soo Kim 85 0 0 29 Nov 2024
Scale Invariance of Graph Neural Networks Qin Jiang Chengjia Wang Michael Lones Wei Pang GNN 115 0 0 28 Nov 2024
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 84 0 0 28 Nov 2024
Instance-Aware Graph Prompt Learning Jiazheng Li Jundong Li Chuxu Zhang VLM 84 2 0 26 Nov 2024
A Generalized Unified Skew-Normal Process with Neural Bayes Inference Kesen Wang M. Genton SyDa 79 0 0 26 Nov 2024
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting Yufan Zheng Wei Jiang Alexander Zhou Nguyen Quoc Viet Hung Choujun Zhan Tong Chen AI4TS 83 1 0 26 Nov 2024
Joint Combinatorial Node Selection and Resource Allocations in the Lightning Network using Attention-based Reinforcement Learning Mahdi Salahshour Amirahmad Shafiee Mojtaba Tefagh 76 0 0 26 Nov 2024
Knowledge-aware Evolutionary Graph Neural Architecture Search Chao Wang Jiaxuan Zhao Lingling Li Licheng Jiao Fang Liu Xu Liu Steve Yang 87 2 0 26 Nov 2024
DeepMDV: Learning Global Matching for Multi-depot Vehicle Routing Problems Saeed Nasehi Farhana Choudhury E. Tanin 73 0 0 26 Nov 2024
Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning Xinyi Gao Yayong Li Tong Chen Guanhua Ye Wenbin Zhang Hongzhi Yin 92 2 0 26 Nov 2024
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Guoguo Ai Guansong Pang Hezhe Qiao Yuan Gao Hui Yan 72 0 0 26 Nov 2024