Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 7,698 papers shown

Title
Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning Xinyi Gao Yayong Li Tong Chen Guanhua Ye Wentao Zhang Hongzhi Yin 92 2 0 26 Nov 2024
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Guoguo Ai Guansong Pang Hezhe Qiao Yuan Gao Hui Yan 74 0 0 26 Nov 2024
Clustering Time Series Data with Gaussian Mixture Embeddings in a Graph Autoencoder Framework Amirabbas Afzali Hesam Hosseini Mohmmadamin Mirzai Arash Amini AI4TS 74 1 0 25 Nov 2024
Edge Weight Prediction For Category-Agnostic Pose Estimation Or Hirschorn S. Avidan 101 0 0 25 Nov 2024
A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference Pol Puigdemont Francesco Lo Presti Axel Wassington Abhijit Das S. Abadal Maurizio Palesi GNN 91 0 0 25 Nov 2024
Even Sparser Graph Transformers Hamed Shirzad Honghao Lin B. Venkatachalam A. Velingker David P. Woodruff Danica J. Sutherland GNN 111 4 0 25 Nov 2024
What can LLM tell us about cities? Zhuoheng Li Yaochen Wang Zhixue Song Yuqi Huang Rui Bao Guanjie Zheng Z. Li 81 3 0 25 Nov 2024
Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification Wei Ai Jianbin Li Ze Wang Yingying Wei Tao Meng Yuntao Shou Keqin Lib 97 3 0 25 Nov 2024
DF-GNN: Dynamic Fusion Framework for Attention Graph Neural Networks on GPUs Jiahui Liu Zhenkun Cai Zhiyong Chen Minjie Wang GNN 69 1 0 25 Nov 2024
SuperGCN: General and Scalable Framework for GCN Training on CPU-powered Supercomputers Chen Zhuang Peng Chen Xin Liu Rio Yokota Nikoli Dryden Toshio Endo Satoshi Matsuoka Mohamed Wahib GNN 79 0 0 25 Nov 2024
Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning Toyotaro Suzumura H. Kanezashi Shotaro Akahori AI4MH 91 0 0 25 Nov 2024
LLM Online Spatial-temporal Signal Reconstruction Under Noise Yi Yan Dayu Qin E. Kuruoglu 90 0 0 24 Nov 2024
Deep Sparse Latent Feature Models for Knowledge Graph Completion Haotian Li Rui Zhang Lingzhi Wang Bin Yu Yuanbo Wang Yuliang Wei Kai Wang Richard Y. D. Xu Bailing Wang BDL 84 0 0 24 Nov 2024
DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration Sizhe Liu Yaojie Lu Siyu Chen Xiyang Hu Jieyu Zhao Tianfan Fu Yue Zhao LLMAG 110 9 0 24 Nov 2024
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models Ali Behrouz Ali Parviz Mahdi Karami Clayton Sanford Bryan Perozzi Vahab Mirrokni 112 2 0 23 Nov 2024
On the importance of local and global feature learning for automated measurable residual disease detection in flow cytometry data Lisa Weijler Michael Reiter Pedro Hermosilla Margarita Maurer-Granofszky Michael N. Dworzak 89 0 0 23 Nov 2024
TANGNN: a Concise, Scalable and Effective Graph Neural Networks with Top-m Attention Mechanism for Graph Representation Learning Jiawei E Yinglong Zhang Xuewen Xia Xing Xu 79 0 0 23 Nov 2024
GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning Yunlei Liang Jiawei Zhu Wen-Gui Ye Song Gao GNN 83 3 0 23 Nov 2024
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources Siddhant Dutta Iago Leal de Freitas Pedro Maciel Xavier Claudio Miceli de Farias David E. Bernal Neira AI4CE FedML 90 0 0 23 Nov 2024
Feature-interactive Siamese graph encoder-based image analysis to predict STAS from histopathology images in lung cancer Liangrui Pan Qingchun Liang Wenwu Zeng Yijun Peng Zhenyu Zhao Yiyi Liang Jiadi Luo Xiang Wang Shaoliang Peng 74 2 0 22 Nov 2024
Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks Wenqiang Xu Wenrui Dai Duoduo Xue Ziyang Zheng Chenglin Li Junni Zou Hongkai Xiong 3DPC 84 0 0 21 Nov 2024
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting Qingxiang Liu Sheng Sun Yuxuan Liang Xiaolong Xu Min Liu Muhammad Bilal Yuwei Wang Xujing Li Yu Zheng 75 1 0 21 Nov 2024
Teaching MLPs to Master Heterogeneous Graph-Structured Knowledge for Efficient and Accurate Inference Yunhui Liu Xinyi Gao Tieke He Jianhua Zhao Hongzhi Yin 98 1 0 21 Nov 2024
Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse S. Chapagain Y. Zhao T. K. Rohleen S. M. Hamdi S. F. Boubrahimi R. E. Flinn E. M. Lund D. Klooster J. R. Scheer C. J. Cascalheira 66 0 0 20 Nov 2024
Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs Farrukh A. Chishtie Dominique Brunet Rachel H. White Daniel Michelson Jing Jiang ... Timothy Chui Rana Usman Ali Mujtaba Hassan Roland Stull David Hudak 75 1 0 20 Nov 2024
Can Reasons Help Improve Pedestrian Intent Estimation? A Cross-Modal Approach Vaishnavi Khindkar V. Balasubramanian Chetan Arora A. Subramanian C. V. Jawahar 81 0 0 20 Nov 2024
Effective Analog ICs Floorplanning with Relational Graph Neural Networks and Reinforcement Learning Davide Basso Luca Bortolussi Mirjana Videnovic-Misic Husni M. Habal 65 1 0 20 Nov 2024
M2oE: Multimodal Collaborative Expert Peptide Model Zengzhu Guo Zhiqi Ma MoE 80 0 0 20 Nov 2024
AGLP: A Graph Learning Perspective for Semi-supervised Domain Adaptation Houcheng Su Mengzhu Wang Jiao Li Nan Yin Liang Yang Li Shen 88 0 0 20 Nov 2024
A Theory for Compressibility of Graph Transformers for Transductive Learning Hamed Shirzad Honghao Lin A. Velingker B. Venkatachalam David P. Woodruff Danica J. Sutherland 90 2 0 20 Nov 2024
X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D Pose Estimation Yuchen Yang Xuanyi Liu Xing Gao Zhihang Zhong Xingwu Sun 81 0 0 20 Nov 2024
Scalable Deep Metric Learning on Attributed Graphs Xiang Li G. Agrawal R. Jin R. Ramnath 77 0 0 20 Nov 2024
MLDGG: Meta-Learning for Domain Generalization on Graphs Q. Tian Chen Zhao Minglai Shao Wenjun Wang Yujie Lin Dong Li OOD AI4CE 97 1 0 19 Nov 2024
Maps from Motion (MfM): Generating 2D Semantic Maps from Sparse Multi-view Images M. Toso Stefano Fiorini Stuart James Alessio Del Bue 79 0 0 19 Nov 2024
GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking Yiliang Yuan Mustafa Misir 78 0 0 19 Nov 2024
Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report) Parosh Aziz Abdulla Mohamed Faouzi Atig Julie Cailler Chencheng Liang P. Rümmer 78 0 0 19 Nov 2024
Graph as a feature: improving node classification with non-neural graph-aware logistic regression Simon Delarue Thomas Bonald Tiphaine Viard 88 0 0 19 Nov 2024
Generative Spatio-temporal GraphNet for Transonic Wing Pressure Distribution Forecasting Gabriele Immordino Andrea Vaiuso A. Ronch Marcello Righi AI4CE 82 0 0 18 Nov 2024
Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting Hongjun Wang Jiyuan Chen Lingyu Zhang Renhe Jiang Xuan Song AI4TS 109 1 0 18 Nov 2024
The GECo algorithm for Graph Neural Networks Explanation Salvatore Calderaro Domenico Amato Giosuè Lo Bosco R. Rizzo Filippo Vella 82 0 0 18 Nov 2024
Dual-Frequency Filtering Self-aware Graph Neural Networks for Homophilic and Heterophilic Graphs Yachao Yang Yanfeng Sun Jipeng Guo Junbin Gao Shaofan Wang Fujiao Ju Baocai Yin 65 0 0 18 Nov 2024
Multi-Hyperbolic Space-based Heterogeneous Graph Attention Network Jongmin Park Seunghoon Han Jong-Ryul Lee Sungsu Lim 40 0 0 18 Nov 2024
JESTR: Joint Embedding Space Technique for Ranking Candidate Molecules for the Annotation of Untargeted Metabolomics Data A. Kalia Dilip Krishnan S. Hassoun 70 2 0 18 Nov 2024
Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting Shubham Tanaji Kakde Rony Mitra Jasashwi Mandal Manoj Kumar Tiwari KELM AI4TS 35 0 0 17 Nov 2024
IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs Sejun Park Joo Young Park Hyunwoo Park AI4CE OOD 53 0 0 17 Nov 2024
Stealing Training Graphs from Graph Neural Networks Minhua Lin Enyan Dai Junjie Xu Jinyuan Jia Xiang Zhang Suhang Wang DiffM 38 1 0 17 Nov 2024
Partitioning Message Passing for Graph Fraud Detection Wei Zhuo Zemin Liu Bryan Hooi Bingsheng He Guang Tan Rizal Fathony Jia Chen 130 16 0 16 Nov 2024
Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image Jiawen Li Qiehe Sun Renao Yan Yizhi Wang Yuqiu Fu Yani Wei Tian Guan Huijuan Shi Yonghonghe He Anjia Han 54 3 0 16 Nov 2024
Bitcoin Research with a Transaction Graph Dataset Hugo Schnoering Michalis Vazirgiannis GNN 57 0 0 15 Nov 2024
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking Yunchao Liu Liu Ha Dong Xin Wang Rocco Moretti ... J. Gu Bobby Bodenheimer Charles David Weaver J. Meiler Hanyu Wang 46 0 0 14 Nov 2024