{"total":60,"rows":[{"id":"2210.14709","title":"Learning on Large-scale Text-attributed Graphs via Variational Inference","created":"2022-10-26","cited_by_count":155,"area":null},{"id":"2111.00064","title":"Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction","created":"2021-10-29","cited_by_count":138,"area":null},{"id":"2105.05727","title":"BertGCN: Transductive Text Classification by Combining GCN and BERT","created":"2021-05-12","cited_by_count":74,"area":null},{"id":"2308.02565","title":"SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning","created":"2023-08-03","cited_by_count":73,"area":null},{"id":"2209.03299","title":"Multimodal learning with graphs","created":"2022-09-07","cited_by_count":54,"area":null},{"id":"2110.07317","title":"ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection","created":"2021-10-14","cited_by_count":32,"area":null},{"id":"2205.09702","title":"Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis","created":"2022-05-19","cited_by_count":29,"area":null},{"id":"2304.10668","title":"Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs","created":"2023-04-20","cited_by_count":29,"area":null},{"id":"2204.05515","title":"CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection","created":"2022-04-12","cited_by_count":21,"area":null},{"id":"2210.08813","title":"Test-Time Training for Graph Neural Networks","created":"2022-10-17","cited_by_count":17,"area":null},{"id":"2103.15622","title":"Graph Classification by Mixture of Diverse Experts","created":"2021-03-29","cited_by_count":16,"area":null},{"id":"2112.06386","title":"Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification","created":"2021-12-13","cited_by_count":15,"area":null},{"id":"2206.00265","title":"InducT-GCN: Inductive Graph Convolutional Networks for Text Classification","created":"2022-06-01","cited_by_count":15,"area":null},{"id":"2304.11534","title":"Graph Neural Networks for Text Classification: A Survey","created":"2023-04-23","cited_by_count":15,"area":null},{"id":"2305.05779","title":"Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation","created":"2023-05-09","cited_by_count":14,"area":null},{"id":"2111.00180","title":"Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification","created":"2021-10-30","cited_by_count":13,"area":null},{"id":"2112.07191","title":"An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering","created":"2021-12-14","cited_by_count":8,"area":null},{"id":"2309.14907","title":"Label Deconvolution for Node Representation Learning on Large-scale Attributed Graphs against Learning Bias","created":"2023-09-26","cited_by_count":7,"area":null},{"id":"2401.11840","title":"Learning to Approximate Adaptive Kernel Convolution on Graphs","created":"2024-01-22","cited_by_count":6,"area":null},{"id":"2203.05173","title":"TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification","created":"2022-03-10","cited_by_count":5,"area":null},{"id":"2304.11072","title":"An Unbiased Transformer Source Code Learning with Semantic Vulnerability Graph","created":"2023-04-17","cited_by_count":5,"area":null},{"id":"2411.16787","title":"Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification","created":"2024-11-25","cited_by_count":5,"area":null},{"id":"2203.16060","title":"Understanding Graph Convolutional Networks for Text Classification","created":"2022-03-30","cited_by_count":4,"area":null},{"id":"2406.12841","title":"Demystifying Higher-Order Graph Neural Networks","created":"2024-06-18","cited_by_count":4,"area":null},{"id":"2204.03225","title":"Explicit Feature Interaction-aware Graph Neural Networks","created":"2022-04-07","cited_by_count":3,"area":null},{"id":"2204.05518","title":"Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition","created":"2022-04-12","cited_by_count":3,"area":null},{"id":"2206.11023","title":"Heterogeneous Graph Neural Networks for Software Effort Estimation","created":"2022-06-22","cited_by_count":3,"area":null},{"id":"2207.00907","title":"Emotion Analysis using Multi-Layered Networks for Graphical Representation of Tweets","created":"2022-07-02","cited_by_count":3,"area":null},{"id":"2404.13571","title":"Test-Time Training on Graphs with Large Language Models (LLMs)","created":"2024-04-21","cited_by_count":3,"area":null},{"id":"2104.07225","title":"Text Guide: Improving the quality of long text classification by a text selection method based on feature importance","created":"2021-04-15","cited_by_count":2,"area":null},{"id":"2109.02254","title":"Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations","created":"2021-09-06","cited_by_count":2,"area":null},{"id":"2110.02047","title":"Hierarchical information matters: Text classification via tree based graph neural network","created":"2021-10-05","cited_by_count":2,"area":null},{"id":"2201.08975","title":"Chinese Word Segmentation with Heterogeneous Graph Neural Network","created":"2022-01-22","cited_by_count":2,"area":null},{"id":"2210.03123","title":"On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language Processing","created":"2022-10-06","cited_by_count":2,"area":null},{"id":"2303.02393","title":"Seq-HyGAN: Sequence Classification via Hypergraph Attention Network","created":"2023-03-04","cited_by_count":2,"area":null},{"id":"2305.09756","title":"Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning","created":"2023-05-16","cited_by_count":2,"area":null},{"id":"2512.20094","title":"Jensen-Shannon Divergence Message-Passing for Rich-Text Graph Representation Learning","created":"2025-12-23","cited_by_count":2,"area":null},{"id":"2102.04610","title":"Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks","created":"2021-02-09","cited_by_count":1,"area":null},{"id":"2112.15060","title":"TextRGNN: Residual Graph Neural Networks for Text Classification","created":"2021-12-30","cited_by_count":1,"area":null},{"id":"2203.03062","title":"Story Point Effort Estimation by Text Level Graph Neural Network","created":"2022-03-06","cited_by_count":1,"area":null},{"id":"2204.03954","title":"Are We Really Making Much Progress in Text Classification? A Comparative Review","created":"2022-04-08","cited_by_count":1,"area":null},{"id":"2209.07031","title":"A semantic hierarchical graph neural network for text classification","created":"2022-09-15","cited_by_count":1,"area":null},{"id":"2410.03107","title":"MBDS: A Multi-Body Dynamics Simulation Dataset for Graph Networks Simulators","created":"2024-10-04","cited_by_count":1,"area":null},{"id":"2410.09399","title":"Text Classification using Graph Convolutional Networks: A Comprehensive Survey","created":"2024-10-12","cited_by_count":1,"area":null},{"id":"2508.00864","title":"Rethinking Graph-Based Document Classification: Learning Data-Driven Structures Beyond Heuristic Approaches","created":"2025-07-18","cited_by_count":1,"area":null},{"id":"2603.03389","title":"Towards Improved Sentence Representations using Token Graphs","created":"2026-03-03","cited_by_count":1,"area":null},{"id":"2103.09325","title":"Graph Convolutional Network for Swahili News Classification","created":"2021-03-16","cited_by_count":0,"area":null},{"id":"2206.07556","title":"KE-QI: A Knowledge Enhanced Article Quality Identification Dataset","created":"2022-06-15","cited_by_count":0,"area":null},{"id":"2301.12152","title":"Layout-aware Webpage Quality Assessment","created":"2023-01-28","cited_by_count":0,"area":null},{"id":"2305.06434","title":"Word Grounded Graph Convolutional Network","created":"2023-05-10","cited_by_count":0,"area":null},{"id":"2305.14578","title":"Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks?","created":"2023-05-23","cited_by_count":0,"area":null},{"id":"2401.06802","title":"Hierarchical Knowledge Distillation on Text Graph for Data-limited Attribute Inference","created":"2024-01-10","cited_by_count":0,"area":"distill"},{"id":"2408.05474","title":"A Structural Feature-Based Approach for Comprehensive Graph Classification","created":"2024-08-10","cited_by_count":0,"area":null},{"id":"2409.00199","title":"Unintentional Security Flaws in Code: Automated Defense via Root Cause Analysis","created":"2024-08-30","cited_by_count":0,"area":null},{"id":"2409.02481","title":"PQ-GCN: Enhancing Text Graph Question Classification with Phrase Features","created":"2024-09-04","cited_by_count":0,"area":null},{"id":"2501.09219","title":"A Simple Graph Contrastive Learning Framework for Short Text Classification","created":"2025-01-16","cited_by_count":0,"area":null},{"id":"2502.16157","title":"Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media","created":"2025-02-22","cited_by_count":0,"area":null},{"id":"2512.20097","title":"A Novel Graph-Sequence Learning Model for Inductive Text Classification","created":"2025-12-23","cited_by_count":0,"area":null},{"id":"2603.03652","title":"Linguistically Informed Graph Model and Semantic Contrastive Learning for Korean Short Text Classification","created":"2026-03-04","cited_by_count":0,"area":null},{"id":"2605.25750","title":"Invariant-Based Weight Sharing for Message Passing","created":"2026-05-25","cited_by_count":0,"area":null}],"next_cursor":null}