Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

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Title
Artificial Intelligence for Personalized Prediction of Alzheimer's Disease Progression: A Survey of Methods, Data Challenges, and Future Directions Gulsah Hancerliogullari Koksalmis Bulent Soykan Laura J. Brattain Hsin-Hsiung Huang 24 0 0 29 Apr 2025
FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs Zihan Chen Xingbo Fu Yushun Dong Jundong Li Cong Shen FedML 69 0 0 29 Apr 2025
Learning Laplacian Positional Encodings for Heterophilous Graphs Michael Ito Jiong Zhu Dexiong Chen Danai Koutra Jenna Wiens 220 1 0 29 Apr 2025
Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective Taoyu Su Shuaiyi Nie Duohe Ma Xiaodong Li Juwei Yue Mengxiao Song Yingkai Tang Tingwen Liu 45 0 0 28 Apr 2025
Category-Level and Open-Set Object Pose Estimation for Robotics Peter Honig Matthias Hirschmanner Markus Vincze 42 0 0 28 Apr 2025
Graph Fourier Transformer with Structure-Frequency Information Yonghui Zhai Yang Zhang Minghao Shang Lihua Pang Yaxin Ren 45 0 0 28 Apr 2025
ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies Shubham Gandhi Dhruv Shah Manasi S. Patwardhan L. Vig Gautam M. Shroff LLMAG AI4CE 236 0 0 28 Apr 2025
Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks Omid Semiari Hosein Nikopour S. Talwar 39 0 0 28 Apr 2025
Heterophily-informed Message Passing Haishan Wang Arno Solin Vikas K. Garg 32 0 0 28 Apr 2025
Multimodal graph representation learning for website generation based on visual sketch Tung D. Vu Chung Hoang Truong-Son Hy 3DV 56 0 0 25 Apr 2025
Multi-Grained Compositional Visual Clue Learning for Image Intent Recognition Yin Tang Jiankai Li Hongyu Yang Xuan Dong Lifeng Fan Weixin Li 39 0 0 25 Apr 2025
A Generative Graph Contrastive Learning Model with Global Signal Xiaofan Wei Binyan Zhang 263 0 0 25 Apr 2025
Efficient GNN Training Through Structure-Aware Randomized Mini-Batching Vignesh Balaji Christos Kozyrakis Gal Chechik Haggai Maron GNN 44 0 0 25 Apr 2025
Active Few-Shot Learning for Vertex Classification Starting from an Unlabeled Dataset Felix Burr Marcel Hoffmann A. Scherp SSL 251 0 0 25 Apr 2025
RAGAT-Mind: A Multi-Granular Modeling Approach for Rumor Detection Based on MindSpore Zhenkai Qin Guifang Yang Dongze Wu MoE 45 0 0 24 Apr 2025
Combining GCN Structural Learning with LLM Chemical Knowledge for Enhanced Virtual Screening Radia Berreziga Mohammed Brahimi Khairedine Kraim Hamid Azzoune 232 0 0 24 Apr 2025
Lessons from Deploying Learning-based CSI Localization on a Large-Scale ISAC Platform Tianyu Zhang Dongheng Zhang Ruixu Geng Xuecheng Xie Shuai Yang Yan Chen 56 0 0 24 Apr 2025
MSGCN: Multiplex Spatial Graph Convolution Network for Interlayer Link Weight Prediction Steven E. Wilson Sina Khanmohammadi 29 0 0 24 Apr 2025
QuantBench: Benchmarking AI Methods for Quantitative Investment Saizhuo Wang Hao Kong Jiadong Guo Fengrui Hua Yiyan Qi Wanyun Zhou Jiahao Zheng Xinyu Wang Lionel M. Ni Jian Guo 204 2 0 24 Apr 2025
Disentangled Graph Representation Based on Substructure-Aware Graph Optimal Matching Kernel Convolutional Networks Mao Wang Tao Wu Xingping Xian Shaojie Qiao Weina Niu Canyixing Cui 41 0 0 23 Apr 2025
MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation Xu Guo Tong Zhang Fuyun Wang Xudong Wang Xuzhi Zhang Xin Liu Zhen Cui 37 0 0 23 Apr 2025
Heterogeneous networks in drug-target interaction prediction Mohammad Molaee Nasrollah Moghadam Charkari 30 0 0 22 Apr 2025
OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning Anirudhan Badrinath Alex Yang Kousik Rajesh Prabhat Agarwal Jaewon Yang Haoyu Chen Jiajing Xu Charles R. Rosenberg AI4TS 33 0 0 22 Apr 2025
Multimodal Perception for Goal-oriented Navigation: A Survey I-Tak Ieong Hao Tang LM&Ro LRM 38 0 0 22 Apr 2025
Learning Dynamic Graphs via Tensorized and Lightweight Graph Convolutional Networks Minglian Han 33 0 0 22 Apr 2025
Benchmarking machine learning models for predicting aerofoil performance Oliver Summerell Gerardo Aragon-Camarasa Stephanie Ordonez Sanchez 22 0 0 22 Apr 2025
Rhythm of Opinion: A Hawkes-Graph Framework for Dynamic Propagation Analysis Yulong Li Zhixiang Lu Feilong Tang Simin Lai Ming Hu ... Haochen Xue Zhaodong Wu Imran Razzak Qingxia Li Jionglong Su 22 0 0 21 Apr 2025
Reliable Multi-Modal Object Re-Identification via Modality-Aware Graph Reasoning Xixi Wan Aihua Zheng Zi Wang Bo Jiang Jin Tang Jixin Ma 32 0 0 21 Apr 2025
Edge-boosted graph learning for functional brain connectivity analysis David Yang Mostafa Abdelmegeed John Modl Minjeong Kim 25 0 0 21 Apr 2025
Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection Yunhui Liu Jiashun Cheng Yiqing Lin Qizhuo Xie Jia Li Fugee Tsung Hongzhi Yin Tao Zheng Jianhua Zhao Tieke He 43 0 0 19 Apr 2025
Dual-channel Heterophilic Message Passing for Graph Fraud Detection Feiyu Xiong Jingxing Zhong Guangzhen Yao Renda Han Xiaojian Lin Zeyu Zhang Cuicui Luo 36 0 0 19 Apr 2025
FedC4: Graph Condensation Meets Client-Client Collaboration for Efficient and Private Federated Graph Learning Zekai Chen Xunkai Li Bo Li Rong-Hua Li Guoren Wang FedML 50 0 0 19 Apr 2025
Quantum-Enhanced Reinforcement Learning for Power Grid Security Assessment Benjamin M. Peter Mert Korkali 34 0 0 19 Apr 2025
Simplifying Graph Convolutional Networks with Redundancy-Free Neighbors Jielong Lu Zhihao Wu Zhiling Cai Yueyang Pi Shiping Wang GNN 59 0 0 18 Apr 2025
Adaptive Long-term Embedding with Denoising and Augmentation for Recommendation Zahra Akhlaghi Mostafa Haghir Chehreghani AI4TS 34 0 0 18 Apr 2025
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs Shenzhi Yang Bin Liang An Liu Lin Gui Xingkai Yao Xiaofang Zhang OODD 80 4 0 18 Apr 2025
Graph Learning at Scale: Characterizing and Optimizing Pre-Propagation GNNs Zichao Yue Chenhui Deng Zhiru Zhang AI4CE 36 0 0 17 Apr 2025
Plain Transformers Can be Powerful Graph Learners Liheng Ma Soumyasundar Pal Yingxue Zhang Philip Torr Mark Coates 30 0 0 17 Apr 2025
Inference-friendly Graph Compression for Graph Neural Networks Yangxin Fan Haolai Che Yinghui Wu GNN 62 0 0 17 Apr 2025
Balancing Graph Embedding Smoothness in Self-Supervised Learning via Information-Theoretic Decomposition Heesoo Jung Hogun Park 52 2 0 16 Apr 2025
Graph Network for Sign Language Tasks Shiwei Gan Yafeng Yin Zhiwei Jiang Hongkai Wen Lei Xie Sanglu Lu SLR 56 0 0 16 Apr 2025
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex Azadeh Beiranvand Seyed Mehdi Vahidipour 39 0 0 16 Apr 2025
Trajectory Encoding Temporal Graph Networks Jiafeng Xiong Rizos Sakellariou AI4CE 49 0 0 15 Apr 2025
Subset-Contrastive Multi-Omics Network Embedding Pedro H. C. Avelar Min-Ying Wu S. Tsoka 33 0 0 15 Apr 2025
Transfer Learning for Temporal Link Prediction Ayan Chatterjee Barbara Ikica B. Ravandi John Palowitch 39 0 0 15 Apr 2025
Towards Unbiased Federated Graph Learning: Label and Topology Perspectives Zhengyu Wu Boyang Pang Xunkai Li Bo Li Daohan Su Bowen Fan Rong-Hua Li Guoren Wang Chenghu Zhou FedML 43 0 0 14 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 25 1 0 14 Apr 2025
AI-Driven Code Refactoring: Using Graph Neural Networks to Enhance Software Maintainability Gopichand Bandarupalli 24 1 0 14 Apr 2025
Computer-Aided Layout Generation for Building Design: A Review Jiachen Liu Yuan Xue Haomiao Ni Rui Yu Zihan Zhou S. X. Huang 3DV AI4CE 79 0 0 13 Apr 2025
Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling Da Yuan 36 0 0 13 Apr 2025