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
Unveiling Hidden Pivotal Players with GoalNet: A GNN-Based Soccer Player Evaluation System Jacky Hao Jiang Jerry Cai Anastasios Kyrillidis 71 0 0 12 Mar 2025
Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement Huidong Liang Haitz Sáez de Ocáriz Borde Baskaran Sripathmanathan Michael M. Bronstein Xiaowen Dong GNN 77 0 0 12 Mar 2025
Evidential Uncertainty Probes for Graph Neural Networks Linlin Yu Kangshuo Li Pritom Kumar Saha Yifei Lou Feng Chen EDL UQCV 92 0 0 11 Mar 2025
Zero-Shot Action Generalization with Limited Observations Abdullah Alchihabi Hanping Zhang Yuhong Guo OffRL 57 0 0 11 Mar 2025
SuperCap: Multi-resolution Superpixel-based Image Captioning Henry Senior Luca Rossi Gregory Slabaugh Shanxin Yuan VLM 75 0 0 11 Mar 2025
Towards Fine-Grained Video Question Answering Wei Dai Alan Luo Zane Durante Debadutta Dash Arnold Milstein Kevin Schulman Ehsan Adeli L. Fei-Fei 66 1 0 10 Mar 2025
Multi-Behavior Recommender Systems: A Survey Kyungho Kim Sunwoo Kim Geon Lee Jinhong Jung Kijung Shin AI4CE 64 0 0 10 Mar 2025
CIMAGE: Exploiting the Conditional Independence in Masked Graph Auto-encoders Jongwon Park Heesoo Jung Hogun Park 56 1 0 10 Mar 2025
ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration Youngseok Kim Sunwook Hwang Hyung-Sin Kim S. Bahk DiffM 3DPC 54 0 0 10 Mar 2025
HuixiangDou2: A Robustly Optimized GraphRAG Approach Huanjun Kong Zhefan Wang Chenyang Wang Zhe Ma Nanqing Dong 58 0 0 09 Mar 2025
Deep Cut-informed Graph Embedding and Clustering Zhiyuan Ning Zaitian Wang Ran Zhang Ping Xu Kunpeng Liu ... Chong Chen Pengfei Wang Yuanchun Zhou Erik Cambria Chong Chen GNN 76 3 0 09 Mar 2025
Using Subgraph GNNs for Node Classification:an Overlooked Potential Approach Qian Zeng Xin Lin Jingyi Gao Yang Yu 80 0 0 09 Mar 2025
GIN-Graph: A Generative Interpretation Network for Model-Level Explanation of Graph Neural Networks Xiao Yue Guangzhi Qu Lige Gan GAN FAtt AI4CE 65 0 0 08 Mar 2025
A quantum annealing approach to graph node embedding Hristo N. Djidjev GNN 41 1 0 08 Mar 2025
Robust Conformal Prediction with a Single Binary Certificate Soroush H. Zargarbashi Aleksandar Bojchevski 44 0 0 07 Mar 2025
Personalized Federated Learning via Learning Dynamic Graphs Ziran Zhou Guanyu Gao Xiaohu Wu Yan Lyu FedML 58 0 0 07 Mar 2025
Subgraph Federated Learning for Local Generalization Sungwon Kim Yoonho Lee Yunhak Oh Namkyeong Lee Sukwon Yun Junseok Lee Sein Kim Carl Yang Chanyoung Park FedML OOD 94 3 0 06 Mar 2025
Gate-Shift-Pose: Enhancing Action Recognition in Sports with Skeleton Information Edoardo Bianchi Oswald Lanz 3DH 73 1 0 06 Mar 2025
Spatial-Temporal Perception with Causal Inference for Naturalistic Driving Action Recognition Qing Chang Wei Dai Zhihao Shuai Limin Yu Yutao Yue CML 71 0 0 06 Mar 2025
ConstellationNet: Reinventing Spatial Clustering through GNNs Aidan Gao Junhong Lin GNN 50 0 0 06 Mar 2025
Learning 3D Medical Image Models From Brain Functional Connectivity Network Supervision For Mental Disorder Diagnosis Xingcan Hu Wei Wang Li Xiao 53 0 0 06 Mar 2025
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models Xi Zhu Haochen Xue Ziwei Zhao Wujiang Xu Jingyuan Huang Minghao Guo Qifan Wang Kaixiong Zhou Yongfeng Zhang 69 2 0 05 Mar 2025
GNNMerge: Merging of GNN Models Without Accessing Training Data Vipul Garg Ishita Thakre Sayan Ranu MoMe 87 0 0 05 Mar 2025
Leap: Inductive Link Prediction via Learnable TopologyAugmentation Ahmed E. Samy Zekarias T. Kefato Sarunas Girdzijauskas 59 0 0 05 Mar 2025
Graph Transformer with Disease Subgraph Positional Encoding for Improved Comorbidity Prediction Xihan Qin Li Liao 49 0 0 04 Mar 2025
CGMatch: A Different Perspective of Semi-supervised Learning Bo Cheng Jueqing Lu Yuan Tian Haifeng Zhao Yi-Ju Chang Lan Du 55 0 0 04 Mar 2025
Out-of-Distribution Generalization on Graphs via Progressive Inference Yiming Xu Bin Shi Zhen Peng Huixiang Liu Bo Dong Chen Chen OOD AI4CE 84 0 0 04 Mar 2025
GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks Wei Chen Kelin Li Dongmyoung Lee Xiaoshuai Chen Rui Zong Petar Kormushev AI4CE 63 0 0 04 Mar 2025
Monocular visual simultaneous localization and mapping: (r)evolution from geometry to deep learning-based pipelines Olaya Álvarez-Tunón Yury Brodskiy Erdal Kayacan 78 6 0 04 Mar 2025
Technique Inference Engine: A Recommender Model to Support Cyber Threat Hunting Matthew J. Turner Mike Carenzo Jackie Lasky James Morris-King James Ross 38 0 0 04 Mar 2025
Reliable and Efficient Multi-Agent Coordination via Graph Neural Network Variational Autoencoders Yue Meng Nathalie Majcherczyk Wenliang Liu Scott Kiesel Chuchu Fan Federico Pecora GNN 74 0 0 04 Mar 2025
A Binary Classification Social Network Dataset for Graph Machine Learning Adnan Ali Jinglong Li Huanhuan Chen AlMotasem Bellah Al Ajlouni GNN 70 0 0 04 Mar 2025
NodeNAS: Node-Specific Graph Neural Architecture Search for Out-of-Distribution Generalization Qiyi Wang Yinning Shao Yunlong Ma Min Liu OOD 79 0 0 04 Mar 2025
Depth-Width tradeoffs in Algorithmic Reasoning of Graph Tasks with Transformers Gilad Yehudai Clayton Sanford Maya Bechler-Speicher Orr Fischer Ran Gilad-Bachrach Amir Globerson 63 1 0 03 Mar 2025
Quality Measures for Dynamic Graph Generative Models Ryien Hosseini F. Simini V. Vishwanath Rebecca Willett Henry Hoffmann EGVM 39 0 0 03 Mar 2025
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming Haoyang Liu Jie Wang Zijie Geng Xijun Li Yuxuan Zong Fangzhou Zhu Jianye Hao Feng Wu 71 3 0 03 Mar 2025
Statistical physics analysis of graph neural networks: Approaching optimality in the contextual stochastic block model O. Duranthon L. Zdeborová 57 0 0 03 Mar 2025
InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization Yifan Niu Ziqi Gao Tingyang Xu Yang Liu Yatao Bian Yu Rong Junzhou Huang Jia Li 73 0 0 03 Mar 2025
Effective High-order Graph Representation Learning for Credit Card Fraud Detection Yao Zou Dawei Cheng 57 1 0 03 Mar 2025
Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention Md Abrar Jahin Shri Kiran Srinivasan M. F. Mridha Md. Jakir Hossen Nilanjan Dey 63 1 0 03 Mar 2025
GRAIN: Exact Graph Reconstruction from Gradients Maria Drencheva Ivo Petrov Maximilian Baader Dimitar I. Dimitrov Martin Vechev FedML 59 0 0 03 Mar 2025
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects Shishir Adhikari Sourav Medya Elena Zheleva CML 42 0 0 03 Mar 2025
Fairness and/or Privacy on Social Graphs Bartlomiej Surma Michael Backes Yang Zhang 53 0 0 03 Mar 2025
GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models Mufan Qiu Xinyu Hu Fengwei Zhan Sukwon Yun Jie Peng Ruichen Zhang B. Kailkhura Jiekun Yang Tianlong Chen 37 0 0 03 Mar 2025
STGAN: Spatial-temporal Graph Autoregression Network for Pavement Distress Deterioration Prediction Shilin Tong Difei Wu Xiaona Liu Le Zheng Yuchuan Du Difan Zou GNN 29 0 0 03 Mar 2025
Edge Prompt Tuning for Graph Neural Networks Xingbo Fu Yinhan He Jundong Li 54 1 0 02 Mar 2025
A Transfer Framework for Enhancing Temporal Graph Learning in Data-Scarce Settings Sidharth Agarwal Tanishq Dubey Shubham Gupta Srikanta J. Bedathur AI4TS AI4CE 42 0 0 02 Mar 2025
Large Engagement Networks for Classifying Coordinated Campaigns and Organic Twitter Trends Atul Anand Gopalakrishnan Jakir Hossain Tugrulcan Elmas Ahmet Erdem Sariyuce GNN 38 0 0 01 Mar 2025
G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition Yicong Dong Rundong He Guangyao Chen Wentao Zhang Zhongyi Han Jieming Shi Yilong Yin 53 0 0 01 Mar 2025
Channel-Attentive Graph Neural Networks Tuğrul Hasan Karabulut İnci M. Baytaş 55 0 0 01 Mar 2025