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
Next Word Suggestion using Graph Neural Network Abisha Thapa Magar Anup Shakya GNN 35 0 0 13 May 2025
SpecSphere: Dual-Pass Spectral-Spatial Graph Neural Networks with Certified Robustness Yoonhyuk Choi Chong-Kwon Kim 39 0 0 13 May 2025
Measurement to Meaning: A Validity-Centered Framework for AI Evaluation Olawale Salaudeen Anka Reuel Ahmed M. Ahmed Suhana Bedi Zachary Robertson Shri Kiran Srinivasan Ben Domingue Angelina Wang Sanmi Koyejo ELM 27 1 0 13 May 2025
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain Hyowon Wi Jeongwhan Choi Noseong Park 35 0 0 13 May 2025
Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph Yuxiang Wang Xiao Yan Shiyu Jin Quanqing Xu Chuang Hu Yuanyuan Zhu Bo Du Jia Wu Wentao Zhang 39 0 0 13 May 2025
Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs Miguel Lopez-Duran Julian Fierrez Aythami Morales Ruben Tolosana Oscar Delgado-Mohatar Alvaro Ortigosa 9 0 0 12 May 2025
The Geography of Transportation Cybersecurity: Visitor Flows, Industry Clusters, and Spatial Dynamics Yuanda Wang Kailai Wang Songhua Hu Yunpeng Zhang Gino Lim Pengyu Zhu 37 0 0 12 May 2025
NetSight: Graph Attention Based Traffic Forecasting in Computer Networks Jinming Xing Guoheng Sun Hui Sun Linchao Pan Shakir Mahmood Xuanhao Luo Muhammad Shahzad 36 0 0 11 May 2025
COMRECGC: Global Graph Counterfactual Explainer through Common Recourse Gregoire Fournier Sourav Medya BDL 53 0 0 11 May 2025
Masked Subspace Clustering Methods Jiebo Song Huaming Ling 25 0 0 11 May 2025
Code Retrieval for MILP Instance Generation Tianxing Yang Huigen Ye Hua Xu 19 0 0 11 May 2025
Graph-based Online Monitoring of Train Driver States via Facial and Skeletal Features Olivia Nocentini Marta Lagomarsino Gokhan Solak Younggeol Cho Qiyi Tong M. Lorenzini Arash Ajoudani CVBM 31 0 0 09 May 2025
Multi-Modal Molecular Representation Learning via Structure Awareness Rong Yin Ruyue Liu Xiaoshuai Hao Xingrui Zhou Yong-Jin Liu Can Ma Weiping Wang 34 0 0 09 May 2025
Graph Laplacian Wavelet Transformer via Learnable Spectral Decomposition Andrew Kiruluta Eric Lundy Priscilla Burity 29 0 0 09 May 2025
Fair Representation Learning for Continuous Sensitive Attributes using Expectation of Integral Probability Metrics Insung Kong Kunwoong Kim Yongdai Kim FaML 34 1 0 09 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Representation Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 34 0 0 09 May 2025
Rethinking Graph Contrastive Learning through Relative Similarity Preservation Zhiyuan Ning Meng Xiao Ziyue Qiao Pengyang Wang Yuanchun Zhou 246 0 0 08 May 2025
UniCO: Towards a Unified Model for Combinatorial Optimization Problems Zefang Zong Xiaochen Wei Guozhen Zhang Chen Gao Huandong Wang Yong Li 39 0 0 07 May 2025
Soft causal learning for generalized molecule property prediction: An environment perspective Limin Li Kuo Yang Wenjie Du Pengkun Wang Zhengyang Zhou Yang Wang OOD AI4CE 61 0 0 07 May 2025
Vision Graph Prompting via Semantic Low-Rank Decomposition Zixiang Ai Zichen Liu Jiahuan Zhou 60 0 0 07 May 2025
Plexus: Taming Billion-edge Graphs with 3D Parallel GNN Training Aditya K. Ranjan Siddharth Singh Cunyang Wei A. Bhatele GNN 53 0 0 07 May 2025
Multi-Granular Attention based Heterogeneous Hypergraph Neural Network Hong Jin Kaicheng Zhou Jie Yin Lan You Zhifeng Zhou 41 0 0 07 May 2025
HCOA: Hierarchical Class-ordered A for Navigation in Semantic Environments Evangelos Psomiadis Panagiotis Tsiotras 41 0 0 06 May 2025
Null Counterfactual Factor Interactions for Goal-Conditioned Reinforcement Learning Caleb Chuck Fan Feng Carl Qi Chang Shi Siddhant Agarwal Amy Zhang S. Niekum 49 0 0 06 May 2025
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype Changxi Chi Jun Xia Jingbo Zhou Jiabei Cheng Chang Yu Stan Z. Li 46 0 0 06 May 2025
Robust Understanding of Human-Robot Social Interactions through Multimodal Distillation Tongfei Bian Mathieu Chollet T. Guha 36 0 0 06 May 2025
DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor Wei-Ting Chen Yu-Jiet Vong Yi-Tsung Lee Sy-Yen Kuo Qiang Gao Sizhuo Ma Jian Wang 253 0 0 06 May 2025
Framework GNN-AID: Graph Neural Network Analysis Interpretation and Defense Kirill Lukyanov Mikhail Drobyshevskiy Georgii Sazonov Mikhail Soloviov Ilya Makarov GNN 56 0 0 06 May 2025
Estimating Commonsense Scene Composition on Belief Scene Graphs Mario A. V. Saucedo Vignesh Kottayam Viswanathan Christoforos Kanellakis G. Nikolakopoulos 3DV 28 0 0 05 May 2025
Rethinking Federated Graph Learning: A Data Condensation Perspective Hao Zhang Xunkai Li Bo Li Lianglin Hu FedML DD AI4CE 59 0 0 05 May 2025
Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data Zhong Guan Likang Wu Hongke Zhao Ming He Jianpin Fan GNN 42 0 0 04 May 2025
Deep Representation Learning for Electronic Design Automation Pratik Shrestha Saran Phatharodom Alec Aversa David Blankenship Zhengfeng Wu Ioannis Savidis 29 0 0 04 May 2025
GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning Rui Lv Zhenru Zhang Kai Zhang Qi Liu Weibo Gao Jing Liu Jiaxia Yan Linan Yue Fangzhou Yao 229 0 0 04 May 2025
Wide & Deep Learning for Node Classification Yancheng Chen Wenguo Yang Zhipeng Jiang GNN 43 0 0 04 May 2025
Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement Long Bai Boyi Ma Ruohan Wang Guankun Wang Beilei Cui ... Mobarakol Islam Zhe Min Jiewen Lai Nassir Navab Hongliang Ren 53 0 0 03 May 2025
Scalability Matters: Overcoming Challenges in InstructGLM with Similarity-Degree-Based Sampling Hyun Lee Chris Yi Maminur Islam B.D.S. Aritra 35 0 0 02 May 2025
3D Human Pose Estimation via Spatial Graph Order Attention and Temporal Body Aware Transformer Kamel Aouaidjia Aofan Li Wenhao Zhang Chongsheng Zhang ViT 31 0 0 02 May 2025
Computational, Data-Driven, and Physics-Informed Machine Learning Approaches for Microstructure Modeling in Metal Additive Manufacturing D. Patel R. Sharma Y.B. Guo AI4CE PINN 35 0 0 02 May 2025
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Xunkai Li Zhengyu Wu Kaichi Yu Hongchao Qin Guang Zeng Rong-Hua Li Guoren Wang 40 0 0 02 May 2025
Addressing Noise and Stochasticity in Fraud Detection for Service Networks Wenxin Zhang Ding Xu Xi Xuan Lei Jiang Guangzhen Yao Renda Han Xiangxiang Lang Cuicui Luo 208 0 0 02 May 2025
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks Jie Yang Yuwen Wang Kaixuan Chen Tongya Zheng Yihe Zhou Zhenbang Xiao Ji Cao Mingli Song Shixuan Liu AI4CE 59 1 0 01 May 2025
TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching Yue Meng Chuchu Fan 40 0 0 01 May 2025
Repetition Makes Perfect: Recurrent Sum-GNNs Match Message Passing Limit Eran Rosenbluth Martin Grohe 26 1 0 01 May 2025
Multi-Hierarchical Fine-Grained Feature Mapping Driven by Feature Contribution for Molecular Odor Prediction Hong Xin Xie Jian De Sun Fan Fu Xue Zi Fei Han S. Feng Qi Chen 58 0 0 01 May 2025
Scalable Multi-Task Learning for Particle Collision Event Reconstruction with Heterogeneous Graph Neural Networks William Sutcliffe Marta Calvi Simone Capelli Jonas Eschle J. G. Pardiñas Abhijit Mathad Azusa Uzuki N. Serra 41 0 0 30 Apr 2025
ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation Learning Sixuan Wang Jiao Yin Jinli Cao MingJian Tang Hua Wang Yanchun Zhang GNN AI4CE 61 0 0 30 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
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
Quantifying the Noise of Structural Perturbations on Graph Adversarial Attacks Junyuan Fang Han Yang Haixian Wen Jiajing Wu Zibin Zheng Chi K. Tse AAML 51 0 0 29 Apr 2025
Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS Chengkai Yang Xingping Dong Xiaofen Zong 31 0 0 29 Apr 2025