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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
Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers Dongyi Liu Jiangtong Li Dawei Cheng Changjun Jiang AAML 76 0 0 26 Oct 2025
Logical GANs: Adversarial Learning through Ehrenfeucht Fraisse Games Mirco A. Mannucci AAML 68 0 0 26 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
Enhancing Graph Classification Robustness with Singular Pooling Sofiane Ennadir Oleg Smirnov Yassine Abbahaddou Lele Cao J. Lutzeyer AAML 76 0 0 26 Oct 2025
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph RetrievalNeural Information Processing Systems (NeurIPS), 2025 Ashwin Ramachandran Vaibhav Raj Indrayumna Roy Soumen Chakrabarti A. De 64 4 0 26 Oct 2025
Random Search Neural Networks for Efficient and Expressive Graph Learning Michael Ito Danai Koutra Jenna Wiens 64 0 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
JiuTian Chuanliu: A Large Spatiotemporal Model for General-purpose Dynamic Urban Sensing Liangzhe Han Leilei Sun T. Zhu Tao Tao Jibin Wang Weifeng Lv 24 0 0 26 Oct 2025
GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks Xingbo Fu Zhenyu Lei Zihan Chen Binchi Zhang Chuxu Zhang Jundong Li AI4CE 84 0 0 25 Oct 2025
Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs Jinzhe Liu Junshu Sun Shufan Shen Chenxue Yang Shuhui Wang KELM CLL 257 1 0 25 Oct 2025
Does Homophily Help in Robust Test-time Node Classification? Yan Jiang Ruihong Qiu Zi Huang 72 0 0 25 Oct 2025
RoGBot: Relationship-Oblivious Graph-based Neural Network with Contextual Knowledge for Bot Detection Ashutosh Anshul Mohammad Zia Ur Rehman Sri Akash Kadali Nagendra Kumar 32 0 0 25 Oct 2025
TrajGATFormer: A Graph-Based Transformer Approach for Worker and Obstacle Trajectory Prediction in Off-site Construction Environments Mohammed Alduais Xinming Li Qipei Mei 40 0 0 25 Oct 2025
Hierarchical Graph Networks for Accurate Weather Forecasting via Lightweight Training Thomas Bailie S. Karthik Mukkavilli V. Vetrova Yun Sing Koh AI4CE 130 0 0 25 Oct 2025
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation LearningIEEE Signal Processing Letters (IEEE SPL), 2025 Ali Javidani Babak N. Araabi Mohammad Amin Sadeghi SSL 149 0 0 25 Oct 2025
Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications Guangxin Su Hanchen Wang Jianwei Wang Wenjie Zhang Ying Zhang Jian Pei 184 1 0 24 Oct 2025
Adaptive Graph Mixture of Residual Experts: Unsupervised Learning on Diverse Graphs with Heterogeneous Specialization Yunlong Chu Minglai Shao Zengyi Wo Bing Hao Yuhang Liu Ruijie Wang Jianxin Li 71 0 0 24 Oct 2025
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification Chaewoon Bae Doyun Choi Jaehyun Lee Jaemin Yoo 44 0 0 24 Oct 2025
Relieving the Over-Aggregating Effect in Graph Transformers Junshu Sun Wanxing Chang Chenxue Yang Qingming Huang Shuhui Wang 96 0 0 24 Oct 2025
M-GLC: Motif-Driven Global-Local Context Graphs for Few-shot Molecular Property Prediction Xiangyang Xu Hongyang Gao 76 0 0 24 Oct 2025
Pruning and Quantization Impact on Graph Neural Networks Khatoon Khedri Reza Rawassizadeh Qifu Wen M. Hosseinzadeh GNN 130 0 0 24 Oct 2025
Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning Zihao Jing Yan Sun Yan Yi Li Sugitha Janarthanan Alana Deng Pingzhao Hu 32 0 0 24 Oct 2025
On Local Limits of Sparse Random Graphs: Color Convergence and the Refined Configuration Model Alexander Pluska Sagar Malhotra 50 0 0 24 Oct 2025
Estimating Treatment Effects in Networks using Domain Adversarial Training Daan Caljon Jente Van Belle Wouter Verbeke CML 107 0 0 24 Oct 2025
Structural Invariance Matters: Rethinking Graph Rewiring through Graph Metrics Alexandre Benoit Catherine Aitken Yu He 52 0 0 23 Oct 2025
Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization Yang Qiu Yixiong Zou Jun Wang Wei Liu Xiangyu Fu R. Li OOD 109 1 0 23 Oct 2025
Generalizable Reasoning through Compositional Energy Minimization Alexandru Oarga Yilun Du PINN LRM AI4CE 124 1 0 23 Oct 2025
Crisis-Resilient Portfolio Management via Graph-based Spatio-Temporal Learning Zan Li Rui Fan AI4TS 64 0 0 23 Oct 2025
Understanding Mechanistic Role of Structural and Functional Connectivity in Tau Propagation Through Multi-Layer Modeling Tingting Dan Xinwei Huang Jiaqi Ding Yinggang Zheng Guorong Wu 36 0 0 23 Oct 2025
Graph Neural Regularizers for PDE Inverse Problems William Lauga James Rowbottom Alexander Denker Ž. Kereta Moshe Eliasof Carola-Bibiane Schönlieb AI4CE 44 0 0 23 Oct 2025
GRACE: GRaph-based Addiction Care prEdiction Subham Kumar Prakrithi Shivaprakash Koustav Rudra Lekhansh Shukla Animesh Mukherjee GNN 138 0 0 23 Oct 2025
MolBridge: Atom-Level Joint Graph Refinement for Robust Drug-Drug Interaction Event Prediction Xuan Lin Aocheng Ding Tengfei Ma Hua Liang Zhe Quan 76 0 0 23 Oct 2025
From Optimization to Prediction: Transformer-Based Path-Flow Estimation to the Traffic Assignment Problem Mostafa Ameli Van Anh Le Sulthana Shams Alexander Skabardonis 40 0 0 22 Oct 2025
Learning Noise-Resilient and Transferable Graph-Text Alignment via Dynamic Quality Assessment Yuhang Liu Minglai Shao Zengyi Wo Yunlong Chu Bing Hao Shengzhong Liu Ruijie Wang Jianxin Li 72 0 0 22 Oct 2025
An Active Diffusion Neural Network for Graphs Mengying Jiang GNN 154 0 0 22 Oct 2025
FnRGNN: Distribution-aware Fairness in Graph Neural Network SoYoung Park Sungsu Lim 37 0 0 22 Oct 2025
Genotype-Phenotype Integration through Machine Learning and Personalized Gene Regulatory Networks for Cancer Metastasis Prediction Jiwei Fu Chunyu Yang Charalampos P. Triantafyllidis AI4CE 20 0 0 22 Oct 2025
Enhancing Graph Neural Networks: A Mutual Learning Approach Paul Agbaje Akajyoti Mitra Afia Anjum Pranali Khose Ebelechukwu Nwafor Habeeb Olufowobi 74 0 0 22 Oct 2025
Unifying and Enhancing Graph Transformers via a Hierarchical Mask Framework Yujie Xing Xiao Wang Bin Wu Hai Huang C. Shi 64 0 0 21 Oct 2025
Simple and Efficient Heterogeneous Temporal Graph Neural Network Yili Wang Tairan Huang Changlong He Qiutong Li Jianliang Gao AI4TS 64 0 0 21 Oct 2025
Embodied Navigation with Auxiliary Task of Action Description Prediction Haru Kondoh Asako Kanezaki 72 0 0 21 Oct 2025
Image augmentation with invertible networks in interactive satellite image change detection Hichem Sahbi 69 0 0 21 Oct 2025
Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding Sunwoo Kim Hyunjin Hwang Kijung Shin AI4CE 154 0 0 21 Oct 2025
Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models Li Sun Zhenhao Huang Ming Zhang Philip S. Yu 105 1 0 20 Oct 2025
Fighter: Unveiling the Graph Convolutional Nature of Transformers in Time Series Modeling Chen Zhang Weixin Bu Wendong Xu Runsheng Yu Yik-Chung Wu Ngai Wong AI4TS BDL 119 0 0 20 Oct 2025
Model Metamers Reveal Invariances in Graph Neural Networks Wei Xu Xiaoyi Jiang Lixiang Xu Dechao Tang 40 0 0 20 Oct 2025
Robustness in Text-Attributed Graph Learning: Insights, Trade-offs, and New Defenses Runlin Lei Lu Yi Mingguo He Pengyu Qiu Zhewei Wei Yongchao Liu Chuntao Hong AAML 80 0 0 20 Oct 2025
DFNN: A Deep Fréchet Neural Network Framework for Learning Metric-Space-Valued Responses Kyum Kim Yaqing Chen Paromita Dubey 64 0 0 20 Oct 2025
Explainable Heterogeneous Anomaly Detection in Financial Networks via Adaptive Expert Routing Zan Li Rui Fan 33 0 0 20 Oct 2025
ProtoMol: Enhancing Molecular Property Prediction via Prototype-Guided Multimodal Learning Yingxu Wang Kunyu Zhang Jiaxin Huang Nan Yin Siwei Liu Eran Segal 48 2 0 19 Oct 2025