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Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 11,331 papers shown

Title
Object Detection as an Optional Basis: A Graph Matching Network for Cross-View UAV Localization T. Liu Kan Ren Qian Chen 132 0 0 04 Nov 2025
FilletRec: A Lightweight Graph Neural Network with Intrinsic Features for Automated Fillet Recognition Jiali Gao Taoran Liu Hongfei Ye Jianjun Chen 24 0 0 04 Nov 2025
Causal Graph Neural Networks for Healthcare Munib Mesinovic Max Buhlan Tingting Zhu OOD CML AI4CE 261 0 0 04 Nov 2025
GegenbauerNet: Finding the Optimal Compromise in the GNN Flexibility-Stability Trade-off Huseyin Goksu 36 0 0 04 Nov 2025
Homomorphism distortion: A metric to distinguish them all and in the latent space bind them Martin Carrasco Olga Zaghen Erik Bekkers Bastian Rieck 64 0 0 04 Nov 2025
KAT-GNN: A Knowledge-Augmented Temporal Graph Neural Network for Risk Prediction in Electronic Health Records Kun-Wei Lin Yu-Chen Kuo Hsin-Yao Wang Y. Tseng 44 0 0 03 Nov 2025
Pinching Antennas Meet AI in Next-Generation Wireless Networks Fang Fang Z. Ding Victor C. M. Leung Lajos Hanzo 44 0 0 03 Nov 2025
Efficient Curvature-aware Graph Network Chaoqun Fei Tinglve Zhou Tianyong Hao Yangyang Li 148 0 0 03 Nov 2025
Benchmark-Ready 3D Anatomical Shape Classification Tomáš Krsička Tibor Kubík 3DH 64 0 0 03 Nov 2025
Panther: A Cost-Effective Privacy-Preserving Framework for GNN Training and Inference Services in Cloud Environments Congcong Chen Xinyu Liu Kaifeng Huang Lifei Wei Yang Shi FedML 97 0 0 03 Nov 2025
Leveraging Compact Satellite Embeddings and Graph Neural Networks for Large-Scale Poverty Mapping Markus Pettersson Adel Daoud 112 0 0 03 Nov 2025
Adversarial Spatio-Temporal Attention Networks for Epileptic Seizure Forecasting Zan Li K. Yeo Wesley M. Gifford L. Marcuse M. Fields B. Yener 64 0 0 03 Nov 2025
WindMiL: Equivariant Graph Learning for Wind Loading Prediction Themistoklis Vargiemezis Charilaos Kanatsoulis Catherine Gorlé 148 0 0 03 Nov 2025
A Framework Based on Graph Cellular Automata for Similarity Evaluation in Urban Spatial Networks Peiru Wu Maojun Zhai Lingzhu Zhang 36 0 0 02 Nov 2025
G2rammar: Bilingual Grammar Modeling for Enhanced Text-attributed Graph Learning Heng Zheng Haochen You Zijun Liu Zijian Zhang Lubin Gan Hao Zhang Wenjun Huang J. Huang 72 0 0 02 Nov 2025
Balanced Multimodal Learning via Mutual Information Rongrong Xie Guido Sanguinetti 44 0 0 02 Nov 2025
Empowering LLMs with Structural Role Inference for Zero-Shot Graph Learning Heng Zhang Jing Liu J. Wu Haochen You Lubin Gan ... Xiaodong Gu Zijian Zhang S. Chen Wenjun Huang J. Huang AI4CE 100 0 0 02 Nov 2025
Air Pollution Forecasting in Bucharest Dragoş-Andrei Şerban Razvan-Alexandru Smadu Dumitru-Clementin Cercel AI4TS 69 0 0 01 Nov 2025
Simple and Behavior-Driven Augmentation for Recommendation with Rich Collaborative Signals Doyun Choi Cheonwoo Lee Jaemin Yoo 75 0 0 01 Nov 2025
Multi-Modal Feature Fusion for Spatial Morphology Analysis of Traditional Villages via Hierarchical Graph Neural Networks Jiaxin Zhang Zehong Zhu Junye Deng Yunqin Li and Bowen Wang 24 0 0 31 Oct 2025
Spectral Neural Graph Sparsification Angelica Liguori Ettore Ritacco Pietro Sabatino Annalisa Socievole 44 1 0 31 Oct 2025
Scales++: Compute Efficient Evaluation Subset Selection with Cognitive Scales Embeddings Andrew M. Bean Nabeel Seedat Shengzhuang Chen Jonathan Richard Schwarz 52 0 0 30 Oct 2025
Network-Constrained Policy Optimization for Adaptive Multi-agent Vehicle Routing Fazel Arasteh Arian Haghparast Manos Papagelis 41 0 0 30 Oct 2025
Learning Geometry: A Framework for Building Adaptive Manifold Models through Metric Optimization Di Zhang AI4CE 72 0 0 30 Oct 2025
MeixnerNet: Adaptive and Robust Spectral Graph Neural Networks with Discrete Orthogonal Polynomials Huseyin Goksu 36 5 0 30 Oct 2025
A Survey of Heterogeneous Graph Neural Networks for Cybersecurity Anomaly Detection Laura Jiang Reza Ryan Qian Li Nasim Ferdosian 44 0 0 30 Oct 2025
Fine-Grained Iterative Adversarial Attacks with Limited Computation Budget Zhichao Hou Weizhi Gao Xiaorui Liu AAML 36 0 0 30 Oct 2025
H3M-SSMoEs: Hypergraph-based Multimodal Learning with LLM Reasoning and Style-Structured Mixture of Experts Peilin Tan Liang Xie Churan Zhi Dian Tu Chuanqi Shi AIFin 239 0 0 29 Oct 2025
Bridging the Divide: End-to-End Sequence-Graph Learning Yuen Chen Yulun Wu Samuel Sharpe Igor Melnyk Nam Nguyen Furong Huang C. Bayan Bruss Rizal Fathony 66 0 0 29 Oct 2025
Robust GNN Watermarking via Implicit Perception of Topological Invariants Jipeng Li Yannning Shen AAML 32 0 0 29 Oct 2025
Flex-GAD : Flexible Graph Anomaly Detection Apu Chakraborty Anshul Kumar Gagan Raj Gupta 44 0 0 29 Oct 2025
Subgraph Federated Learning via Spectral Methods Javad Aliakbari Johan Ostman Ashkan Panahi Alexandre Graell i Amat FedML 119 0 0 29 Oct 2025
MaGNet: A Mamba Dual-Hypergraph Network for Stock Prediction via Temporal-Causal and Global Relational Learning Peilin Tan Chuanqi Shi Dian Tu Liang Xie AIFin AI4TS 194 0 0 29 Oct 2025
Solving the Right Problem with Multi-Robot Formations Chaz Cornwall Jeremy P. Bos 36 0 0 29 Oct 2025
Fixed-point graph convolutional networks against adversarial attacks Shakib Khan A. Ben Hamza Amr Youssef AAML GNN 169 0 0 29 Oct 2025
SMAGDi: Socratic Multi Agent Interaction Graph Distillation for Efficient High Accuracy Reasoning Aayush Aluru Myra Malik Samarth Patankar Spencer Kim Kevin Zhu Sean O'Brien Vasu Sharma 36 0 0 29 Oct 2025
DynBERG: Dynamic BERT-based Graph neural network for financial fraud detection Omkar Kulkarni Rohitash Chandra 41 0 0 28 Oct 2025
HyperGraphX: Graph Transductive Learning with Hyperdimensional Computing and Message Passing Guojing Cong T. Potok Hamed Poursiami Maryam Parsa 60 1 0 28 Oct 2025
KAN-GCN: Combining Kolmogorov-Arnold Network with Graph Convolution Network for an Accurate Ice Sheet Emulator Zesheng Liu Younghyun Koo Maryam Rahnemoonfar 44 0 0 28 Oct 2025
Graph-Attentive MAPPO for Dynamic Retail Pricing Krishna Kumar Neelakanta Pillai Santha Kumari Amma 20 0 0 28 Oct 2025
From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning Zihan Chen Song Wang Xingbo Fu Chengshuai Shi Zhenyu Lei Cong Shen Jundong Li 72 1 0 28 Oct 2025
Machine learning approaches for interpretable antibody property prediction using structural data Kevin Michalewicz Mauricio Barahona Barbara Bravi 40 0 0 28 Oct 2025
Adaptive Dual Prompting: Hierarchical Debiasing for Fairness-aware Graph Neural Networks Yuhan Yang Xingbo Fu Jundong Li AI4CE 131 0 0 27 Oct 2025
Manifold Approximation leads to Robust Kernel Alignment Mohammad Tariqul Islam Du Liu Deblina Sarkar 64 1 0 27 Oct 2025
Inferring Group Intent as a Cooperative Game. An NLP-based Framework for Trajectory Analysis using Graph Transformer Neural Network Yiming Zhang Vikram Krishnamurthy Shashwat Jain 27 1 0 27 Oct 2025
A Re-node Self-training Approach for Deep Graph-based Semi-supervised Classification on Multi-view Image DataInformation Fusion (Inf. Fusion), 2025 Jingjun Bi Fadi Dornaika 28 0 0 27 Oct 2025
Connectome-Guided Automatic Learning Rates for Deep Networks Peilin He Tananun Songdechakraiwut ODL OOD 211 0 0 27 Oct 2025
Sound Logical Explanations for Mean Aggregation Graph Neural Networks Matthew Morris Ian Horrocks FAtt 132 0 0 27 Oct 2025
If You Want to Be Robust, Be Wary of InitializationNeural Information Processing Systems (NeurIPS), 2025 Sofiane Ennadir J. Lutzeyer Michalis Vazirgiannis El Houcine Bergou AAML 76 4 0 26 Oct 2025
FastJAM: a Fast Joint Alignment Model for Images Omri Hirsch Ron Shapira Weber Shira Ifergane Oren Freifeld 137 0 0 26 Oct 2025