Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

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

50 / 7,782 papers shown

Title
Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting Shubham Tanaji Kakde Rony Mitra Jasashwi Mandal Manoj Kumar Tiwari KELM AI4TS 37 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 56 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
NeuralDEM -- Real-time Simulation of Industrial Particulate Flows Benedikt Alkin Tobias Kronlachner Samuele Papa Stefan Pirker Thomas Lichtenegger Johannes Brandstetter PINN AI4CE 64 1 1 14 Nov 2024
A survey on Graph Deep Representation Learning for Facial Expression Recognition Théo Gueuret Akrem Sellami Chaabane Djeraba 42 0 0 13 Nov 2024
Spatially Regularized Graph Attention Autoencoder Framework for Detecting Rainfall Extremes Mihir Agarwal Progyan Das Udit Bhatia 49 1 0 12 Nov 2024
No-Reference Point Cloud Quality Assessment via Graph Convolutional Network Wu Chen Qiuping Jiang Wei Zhou F. Shao Guangtao Zhai Weisi Lin 3DPC 48 0 0 12 Nov 2024
Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes Jesse He Helen Jenne Herman Chau Davis Brown Mark Raugas Sara Billey Henry Kvinge 42 3 0 12 Nov 2024
Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling Jinming Xing Ruilin Xing Chang Xue Dongwen Luo 44 2 0 12 Nov 2024
Variational Graph Contrastive Learning Shifeng Xie Jhony H. Giraldo 47 0 0 11 Nov 2024
Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR) Faisal Mehmood Xin Guo Enqing Chen Muhammad Azeem Akbar A. Khan Sami Ullah 51 4 0 10 Nov 2024
UniGAD: Unifying Multi-level Graph Anomaly Detection Yiqing Lin Jianheng Tang Chenyi Zi Haihong Zhao Yuan Yao Jia Li 43 1 0 10 Nov 2024
Smart-LLaMA: Two-Stage Post-Training of Large Language Models for Smart Contract Vulnerability Detection and Explanation Lei Yu Shiqi Chen Hang Yuan Peng Wang Zhirong Huang Jing Zhang Chenjie Shen Fengjun Zhang Li Yang Jiajia Ma 45 3 0 09 Nov 2024
Multistage non-deterministic classification using secondary concept graphs and graph convolutional networks for high-level feature extraction Masoud Kargar Nasim Jelodari Alireza Assadzadeh GNN 42 0 0 09 Nov 2024
Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction Jia Quan Loh Xuewen Luo Fan Ding Hwa Hui Tew Junn Yong Loo Z. Y. Ding Susilawati Susilawati Chee Pin Tan 28 1 0 09 Nov 2024
A Survey on Kolmogorov-Arnold Network Shriyank Somvanshi Syed Aaqib Javed Md Monzurul Islam Diwas Pandit Subasish Das AI4TS AI4CE 74 22 0 09 Nov 2024
GFT: Graph Foundation Model with Transferable Tree Vocabulary Zehong Wang Zheyuan Zhang Nitesh Chawla Chuxu Zhang Yanfang Ye 59 12 0 09 Nov 2024
When are 1.58 bits enough? A Bottom-up Exploration of BitNet Quantization Jacob Nielsen Lukas Galke Peter Schneider-Kamp MQ 62 1 0 08 Nov 2024
Enhancing Reverse Engineering: Investigating and Benchmarking Large Language Models for Vulnerability Analysis in Decompiled Binaries Dylan Manuel Nafis Tanveer Islam Joseph Khoury Ana Nunez E. Bou-Harb Peyman Najafirad 36 2 0 07 Nov 2024
Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement Jiechao Gao Yuangang Li Syeda Faiza Ahmed 31 2 0 07 Nov 2024
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks Jhony H. Giraldo Aref Einizade Andjela Todorovic Jhon A. Castro-Correa Mohsen Badiey T. Bouwmans Fragkiskos D. Malliaros 52 1 0 07 Nov 2024
Normalized Space Alignment: A Versatile Metric for Representation Analysis Danish Ebadulla Aditya Gulati Ambuj Singh 282 0 0 07 Nov 2024
Enhancing Financial Fraud Detection with Human-in-the-Loop Feedback and Feedback Propagation Prashank Kadam 43 0 0 07 Nov 2024
Financial Fraud Detection using Jump-Attentive Graph Neural Networks Prashank Kadam GNN 46 0 0 07 Nov 2024
GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneck Shuangjie Li Jiangqing Song Baoming Zhang Gaoli Ruan Junyuan Xie Chongjun Wang 38 0 0 07 Nov 2024
ComFairGNN: Community Fair Graph Neural Network Yonas Sium Qi Li 62 0 0 07 Nov 2024
Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks T. Nguyen Sherif Abdulkader Tawfik Truyen Tran Sunil Gupta Santu Rana Svetha Venkatesh 47 0 0 06 Nov 2024
Graph neural networks and non-commuting operators Mauricio Velasco Kaiying O'Hare Bernardo Rychtenberg Soledad Villar GNN 277 1 0 06 Nov 2024
Equivariant Graph Network Approximations of High-Degree Polynomials for Force Field Prediction Zhao Xu Haiyang Yu Montgomery Bohde Shuiwang Ji 57 0 0 06 Nov 2024
Assessing and Enhancing Graph Neural Networks for Combinatorial Optimization: Novel Approaches and Application in Maximum Independent Set Problems Chenchuhui Hu 33 0 0 06 Nov 2024
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach Hanyang Yuan Jiarong Xu Renhong Huang Mingli Song Chunping Wang Yang Yang AAML 56 1 0 06 Nov 2024
SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning Wenjun Wang Jiacheng Lu Kejia Chen Zheng Liu Shilong Sang 28 0 0 06 Nov 2024
Reconsidering the Performance of GAE in Link Prediction Weishuo Ma Yanbo Wang Xiang Wang Muhan Zhang 36 1 0 06 Nov 2024
Two-Stage Pretraining for Molecular Property Prediction in the Wild Kevin Tirta Wijaya Minghao Guo Michael Sun Hans-Peter Seidel Wojciech Matusik Vahid Babaei AI4CE 39 0 0 05 Nov 2024
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation Shan Zhao Zhaiyu Chen Zhitong Xiong Yilei Shi Sudipan Saha Xiao Xiang Zhu AI4CE 53 3 0 05 Nov 2024
DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts Zelin Yao Chuang Liu Xianke Meng Yibing Zhan Hongzhi Zhang Shirui Pan Wenbin Hu 51 2 0 05 Nov 2024
DM4Steal: Diffusion Model For Link Stealing Attack On Graph Neural Networks Jinyin Chen Haonan Ma Haibin Zheng DiffM AAML 35 0 0 05 Nov 2024
Query-Efficient Adversarial Attack Against Vertical Federated Graph Learning Jinyin Chen Wenbo Mu Luxin Zhang Guohan Huang Haibin Zheng Yao Cheng FedML AAML 51 0 0 05 Nov 2024
Enhancing Graph Neural Networks in Large-scale Traffic Incident Analysis with Concurrency Hypothesis Xiwen Chen Sayed Pedram Haeri Boroujeni Xin Shu Huayu Li Abolfazl Razi GNN 45 1 0 04 Nov 2024
Federated GNNs for EEG-Based Stroke Assessment Andrea Protani Lorenzo Giusti Albert Sund Aillet Simona Sacco Paolo Manganotti ... Pierpaolo Brutti Pietro Caliandro Luigi Serio Pietro Caliandro Luigi Serio FedML 37 0 0 04 Nov 2024
Against Multifaceted Graph Heterogeneity via Asymmetric Federated Prompt Learning Zhuoning Guo Ruiqian Han Hao Liu FedML 44 0 0 04 Nov 2024
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering A. M. Adityaja Saurabh J. Shigwan Nitin Kumar MedIm 53 1 0 04 Nov 2024
HACD: Harnessing Attribute Semantics and Mesoscopic Structure for Community Detection Anran Zhang Xingfen Wang Yuhan Zhao 43 0 0 04 Nov 2024
Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval Zijun Min Bingshuai Liu Li Zhang Jia Song Jinsong Su Song He Xiaochen Bo OT 84 1 0 04 Nov 2024
High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach Shelei Li Yong Chai Tan Tai Vincent 49 0 0 04 Nov 2024
Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks Jincheng Huang Yujie Mo Xiaoshuang Shi Lei Feng Xiaofeng Zhu 44 0 0 04 Nov 2024