{"total":67,"rows":[{"id":"2402.05322","title":"Learning on Multimodal Graphs: A Survey","created":"2024-02-07","cited_by_count":22,"area":null},{"id":"2302.06299","title":"Homophily-oriented Heterogeneous Graph Rewiring","created":"2023-02-13","cited_by_count":18,"area":null},{"id":"2310.14481","title":"Efficient Heterogeneous Graph Learning via Random Projection","created":"2023-10-23","cited_by_count":16,"area":null},{"id":"2401.13200","title":"Topology-aware Embedding Memory for Continual Learning on Expanding Networks","created":"2024-01-24","cited_by_count":14,"area":null},{"id":"2406.11389","title":"SEFraud: Graph-based Self-Explainable Fraud Detection via Interpretative Mask Learning","created":"2024-06-17","cited_by_count":12,"area":null},{"id":"2302.14061","title":"Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks","created":"2023-02-27","cited_by_count":9,"area":null},{"id":"2305.09938","title":"Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization","created":"2023-05-17","cited_by_count":8,"area":null},{"id":"2305.19872","title":"Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials","created":"2023-05-31","cited_by_count":8,"area":null},{"id":"2401.09945","title":"HGAttack: Transferable Heterogeneous Graph Adversarial Attack","created":"2024-01-18","cited_by_count":6,"area":null},{"id":"2402.13430","title":"LinkSAGE: Optimizing Job Matching Using Graph Neural Networks","created":"2024-02-20","cited_by_count":5,"area":null},{"id":"2403.05752","title":"Task-Oriented GNNs Training on Large Knowledge Graphs for Accurate and Efficient Modeling","created":"2024-03-09","cited_by_count":5,"area":null},{"id":"2406.13125","title":"A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks","created":"2024-06-19","cited_by_count":5,"area":null},{"id":"2307.01636","title":"HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks","created":"2023-07-04","cited_by_count":4,"area":null},{"id":"2307.08430","title":"Long-range Meta-path Search on Large-scale Heterogeneous Graphs","created":"2023-07-17","cited_by_count":4,"area":null},{"id":"2408.07331","title":"RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation","created":"2024-08-14","cited_by_count":4,"area":null},{"id":"2504.17811","title":"OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning","created":"2025-04-22","cited_by_count":4,"area":null},{"id":"2305.10771","title":"Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph","created":"2023-05-18","cited_by_count":3,"area":null},{"id":"2405.18581","title":"Unleashing the Potential of Text-attributed Graphs: Automatic Relation Decomposition via Large Language Models","created":"2024-05-28","cited_by_count":3,"area":null},{"id":"2508.06034","title":"Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity","created":"2025-08-08","cited_by_count":3,"area":null},{"id":"2303.15487","title":"Knowledge Enhanced Graph Neural Networks for Graph Completion","created":"2023-03-27","cited_by_count":2,"area":null},{"id":"2403.07943","title":"Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack","created":"2024-03-10","cited_by_count":2,"area":null},{"id":"2407.13158","title":"HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning","created":"2024-07-18","cited_by_count":2,"area":null},{"id":"2504.15920","title":"ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion","created":"2025-04-22","cited_by_count":2,"area":null},{"id":"2506.17312","title":"Heterogeneous Temporal Hypergraph Neural Network","created":"2025-06-18","cited_by_count":2,"area":null},{"id":"2506.20980","title":"Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs","created":"2025-06-26","cited_by_count":2,"area":null},{"id":"2510.18467","title":"Simple and Efficient Heterogeneous Temporal Graph Neural Network","created":"2025-10-21","cited_by_count":2,"area":null},{"id":"2603.04545","title":"An LLM-Guided Query-Aware Inference System for GNN Models on Large Knowledge Graphs","created":"2026-03-04","cited_by_count":2,"area":null},{"id":"2310.11102","title":"Refining Latent Representations: A Generative SSL Approach for Heterogeneous Graph Learning","created":"2023-10-17","cited_by_count":1,"area":null},{"id":"2310.16401","title":"Graph Neural Networks with a Distribution of Parametrized Graphs","created":"2023-10-25","cited_by_count":1,"area":null},{"id":"2311.07929","title":"Variational Graph Autoencoder for Heterogeneous Information Networks with Missing and Inaccurate Attributes","created":"2023-11-14","cited_by_count":1,"area":null},{"id":"2312.05757","title":"Towards Human-like Perception: Learning Structural Causal Model in Heterogeneous Graph","created":"2023-12-10","cited_by_count":1,"area":null},{"id":"2504.19199","title":"Learning to Rank Critical Road Segments via Heterogeneous Graphs with Origin-Destination Flow Integration","created":"2025-04-27","cited_by_count":1,"area":null},{"id":"2505.07895","title":"Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks","created":"2025-05-12","cited_by_count":1,"area":null},{"id":"2505.17458","title":"HERO: Preserving Structure and Semantics in Heterogeneous Continual Graph Learning","created":"2025-05-23","cited_by_count":1,"area":null},{"id":"2506.07428","title":"HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model","created":"2025-06-09","cited_by_count":1,"area":null},{"id":"2506.08743","title":"Bridging RDF Knowledge Graphs with Graph Neural Networks for Semantically-Rich Recommender Systems","created":"2025-06-10","cited_by_count":1,"area":null},{"id":"2509.09843","title":"HGEN: Heterogeneous Graph Ensemble Networks","created":"2025-09-11","cited_by_count":1,"area":null},{"id":"2311.03275","title":"HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness","created":"2023-11-06","cited_by_count":0,"area":null},{"id":"2401.15587","title":"Hyperedge Interaction-aware Hypergraph Neural Network","created":"2024-01-28","cited_by_count":0,"area":null},{"id":"2403.13834","title":"Few-shot Learning on Heterogeneous Graphs: Challenges, Progress, and Prospects","created":"2024-03-10","cited_by_count":0,"area":null},{"id":"2407.11615","title":"Graph Dimension Attention Networks for Enterprise Credit Assessment","created":"2024-07-16","cited_by_count":0,"area":null},{"id":"2408.15089","title":"SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration","created":"2024-08-27","cited_by_count":0,"area":null},{"id":"2409.06323","title":"LAMP: Learnable Meta-Path Guided Adversarial Contrastive Learning for Heterogeneous Graphs","created":"2024-09-10","cited_by_count":0,"area":null},{"id":"2410.15640","title":"Deep Graph Attention Networks","created":"2024-10-21","cited_by_count":0,"area":null},{"id":"2411.10957","title":"STAMP: Symmetric Temporal Averaging Message Passing for Domain Adaptation in Chronologically Split Graphs","created":"2024-11-17","cited_by_count":0,"area":null},{"id":"2502.02302","title":"EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning","created":"2025-02-04","cited_by_count":0,"area":null},{"id":"2503.13911","title":"Incorporating Attributes and Multi-Scale Structures for Heterogeneous Graph Contrastive Learning","created":"2025-03-18","cited_by_count":0,"area":null},{"id":"2505.03774","title":"Out-of-Distribution Detection in Heterogeneous Graphs via Energy Propagation","created":"2025-04-29","cited_by_count":0,"area":null},{"id":"2506.00191","title":"Heterogeneous Graph Backdoor Attack","created":"2025-05-30","cited_by_count":0,"area":null},{"id":"2506.05625","title":"Heterogeneous Sequel-Aware Graph Neural Networks for Sequential Learning","created":"2025-06-05","cited_by_count":0,"area":null},{"id":"2510.03432","title":"LHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation","created":"2025-10-03","cited_by_count":0,"area":null},{"id":"2510.05750","title":"Are Heterogeneous Graph Neural Networks Truly Effective for Node Classification? A Causal Perspective","created":"2025-10-07","cited_by_count":0,"area":null},{"id":"2510.09767","title":"HeSRN: Representation Learning On Heterogeneous Graphs via Slot-Aware Retentive Network","created":"2025-10-10","cited_by_count":0,"area":null},{"id":"2511.12071","title":"Improving Graph Embeddings in Machine Learning Using Knowledge Completion with Validation in a Case Study on COVID-19 Spread","created":"2025-11-15","cited_by_count":0,"area":null},{"id":"2512.09947","title":"HGC-Herd: Efficient Heterogeneous Graph Condensation via Representative Node Herding","created":"2025-12-08","cited_by_count":0,"area":null},{"id":"2512.11846","title":"Exploring Topological Bias in Heterogeneous Graph Neural Networks","created":"2025-12-04","cited_by_count":0,"area":null},{"id":"2512.19194","title":"Causal Heterogeneous Graph Learning Method for Chronic Obstructive Pulmonary Disease Prediction","created":"2025-12-22","cited_by_count":0,"area":null},{"id":"2602.21944","title":"Learning to Fuse and Reconstruct Multi-View Graphs for Diabetic Retinopathy Grading","created":"2026-02-25","cited_by_count":0,"area":null},{"id":"2603.11075","title":"VeriHGN: Heterogeneous Graph-Based Congestion Prediction for Chip Layout Verification","created":"2026-03-10","cited_by_count":0,"area":null},{"id":"2603.26729","title":"Multi-view Graph Convolutional Network with Fully Leveraging Consistency via Granular-ball-based Topology Construction, Feature Enhancement and Interactive Fusion","created":"2026-03-20","cited_by_count":0,"area":null},{"id":"2603.27685","title":"CrossHGL: A Text-Free Foundation Model for Cross-Domain Heterogeneous Graph Learning","created":"2026-03-29","cited_by_count":0,"area":null},{"id":"2604.27356","title":"TypeBandit: Type-Level Context Allocation and Reweighting for Effective Attribute Completion in Heterogeneous Graph Neural Networks","created":"2026-04-30","cited_by_count":0,"area":null},{"id":"2606.20916","title":"Physics-Guided Dual-Stream Heterogeneous Graph Neural Network for Predicting Full-Field Structural Response of Stiffened Panels","created":"2026-06-18","cited_by_count":0,"area":null},{"id":"2607.03097","title":"Heterogeneous Graph Condensation via Role-Aware Clustering","created":"2026-07-03","cited_by_count":0,"area":null},{"id":"2607.27303","title":"THGFM: Dual-Branch Temporal Heterogeneous Graph Fusion Model","created":"2026-07-29","cited_by_count":0,"area":null},{"id":"2608.15177","title":"FinFraudBench: A Heterogeneous Graph Benchmark for Financial Fraud Detection","created":"2026-08-15","cited_by_count":0,"area":null},{"id":"2609.19832","title":"MetaRTL: Meta-path Attention Enhanced Relational Table Learning","created":"2026-09-17","cited_by_count":0,"area":null}],"next_cursor":null}