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Heterogeneous Graph Transformer

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-031-02155-8openalex-snapshot

Learning to Rank for Information Retrieval and Natural Language Processing

inferredcites →https://doi.org/10.1007/978-3-319-93417-4_38openalex-snapshot

Modeling Relational Data with Graph Convolutional Networks

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1145/1835449.1835676openalex-snapshot

Learning to rank for information retrieval

inferredcites →https://doi.org/10.1145/2339530.2339738openalex-snapshot

Integrating meta-path selection with user-guided object clustering in heterogeneous information networks

inferredcites →https://doi.org/10.1145/2740908.2742839openalex-snapshot

An Overview of Microsoft Academic Service (MAS) and Applications

inferredcites →https://doi.org/10.1145/3097983.3098036openalex-snapshot

metapath2vec

inferredcites →https://doi.org/10.1145/3292500.3330785openalex-snapshot

OAG

inferredcites →https://doi.org/10.1145/3292500.3330961openalex-snapshot

Heterogeneous Graph Neural Network

inferredcites →https://doi.org/10.1145/3308558.3313562openalex-snapshot

Heterogeneous Graph Attention Network

inferredcites →https://doi.org/10.14778/3402707.3402736openalex-snapshot

PathSim

inferredcites →https://doi.org/10.18653/v1/2020.emnlp-demos.6openalex-snapshot

Transformers: State-of-the-Art Natural Language Processing

inferredcites →https://doi.org/10.2200/s00433ed1v01y201207dmk005openalex-snapshot

Mining Heterogeneous Information Networks: Principles and Methodologies

inferredcites →https://doi.org/10.48550/arxiv.1608.03983openalex-snapshot

SGDR: Stochastic Gradient Descent with Warm Restarts

inferredcites →https://doi.org/10.48550/arxiv.1609.02907openalex-snapshot

Semi-Supervised Classification with Graph Convolutional Networks

inferredcites →https://doi.org/10.48550/arxiv.1706.02216openalex-snapshot

Inductive Representation Learning on Large Graphs

inferredcites →https://doi.org/10.48550/arxiv.1711.05101openalex-snapshot

Decoupled Weight Decay Regularization

inferredcites →https://doi.org/10.48550/arxiv.1801.10247openalex-snapshot

FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling

inferredcites →https://doi.org/10.48550/arxiv.1903.02428openalex-snapshot

Fast Graph Representation Learning with PyTorch Geometric

inferredcites →https://doi.org/10.48550/arxiv.1906.08237openalex-snapshot

XLNet: Generalized Autoregressive Pretraining for Language Understanding

inferredcites →https://doi.org/10.48550/arxiv.1911.06455openalex-snapshot

Graph Transformer Networks

inferredcites →https://doi.org/10.48550/arxiv.1911.07323openalex-snapshot

Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks

inferredcites →https://doi.org/10.65215/2q58a426openalex-snapshot

Attention Is All You Need

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4122491openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4169998openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4183321openalex-extracted

Railway Network Delay Evolution: A Heterogeneous Graph Neural Network Approach

inferred← citeshttps://doi.org/10.2139/ssrn.4412749openalex-extracted

i-HGHAN: Improved Model for Hacker Group Identifification Based on Dynamic Heterogeneous Graph Node Update

inferred← citeshttps://doi.org/10.2139/ssrn.4532645openalex-extracted

Meta-Multigraph Search: Rethinking Meta-Structure on Heterogeneous Information Networks

inferred← citeshttps://doi.org/10.2139/ssrn.4572684openalex-extracted

Two-Level Attention Mechanism for Heterogenous Graph Embedding

inferred← citeshttps://doi.org/10.2139/ssrn.4608445openalex-extracted

FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance

inferred← citeshttps://doi.org/10.2139/ssrn.4634153openalex-extracted

Pptcdr: Personalized Preference Transfer Cross-Domain Recommendation Based on Heterogeneous Graph Neural Networks

inferred← citeshttps://doi.org/10.2139/ssrn.4636349openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4656421openalex-extracted

A Graph-Oriented Accident Analysis Framework: Integrating a Heterogeneous Graph Attention Network and a Two-Step Clustering Approach

inferred← citeshttps://doi.org/10.2139/ssrn.4659569openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4663053openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4673028openalex-extracted

Inference of Social Trust in Online Social Networks: A Hypergraph-Based Model Leveraging Multi-Entity Relations

inferred← citeshttps://doi.org/10.2139/ssrn.4680106openalex-extracted

inferred← citeshttps://doi.org/10.2139/ssrn.4772715openalex-extracted

Erl-Ee: Bridging the Gap between Event Representation Learning and Event Extraction

inferred← citeshttps://doi.org/10.2139/ssrn.4835365openalex-extracted

Improving Chinese Character Representation with Formation Tree

inferred← citeshttps://doi.org/10.2139/ssrn.4943567openalex-extracted

Portfolio Selection Based on Heterogeneous Graph Neural Network of Industrial Chain

inferred← citeshttps://doi.org/10.2139/ssrn.5079129openalex-extracted

Online Knowledge Integration for 3d Semantic Mapping: A Survey

inferred← citeshttps://doi.org/10.1002/advs.202403393openalex-snapshot

An Explainable Graph Neural Framework to Identify Cancer‐Associated Intratumoral Microbial Communities

inferred← citeshttps://doi.org/10.1002/aisy.70522openalex-snapshot

Exploiting Edge Semantics in Job Shop Scheduling Problem With Heterogeneous Graph Transformers

inferred← citeshttps://doi.org/10.1002/cpe.70494openalex-snapshot

Attributed Network Representation Learning Based on Graph Neural Network: A Comprehensive Survey

inferred← citeshttps://doi.org/10.1002/cpe.7156openalex-snapshot

Heterogeneous graph prompt for Community Question Answering

inferred← citeshttps://doi.org/10.1002/cpt.3008openalex-snapshot

Prediction of Clinical Trials Outcomes Based on Target Choice and Clinical Trial Design with Multi‐Modal Artificial Intelligence

inferred← citeshttps://doi.org/10.1002/int.22664openalex-snapshot

AHNA: Adaptive representation learning for attributed heterogeneous networks

inferred← citeshttps://doi.org/10.1002/widm.70028openalex-snapshot

An Overview of Heterogeneous Social Network Analysis

inferred← citeshttps://doi.org/10.1007/978-3-030-55393-7_8openalex-snapshot

A Time Interval Aware Approach for Session-Based Social Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-030-62005-9_3openalex-snapshot

Weighted Meta-Path Embedding Learning for Heterogeneous Information Networks

inferred← citeshttps://doi.org/10.1007/978-3-030-84186-7_9openalex-snapshot

Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks

inferred← citeshttps://doi.org/10.1007/978-3-030-86486-6_24openalex-snapshot

Dynamic Heterogeneous Graph Embedding via Heterogeneous Hawkes Process

inferred← citeshttps://doi.org/10.1007/978-3-030-86520-7_20openalex-snapshot

Multi-view Self-supervised Heterogeneous Graph Embedding

inferred← citeshttps://doi.org/10.1007/978-3-030-86520-7_21openalex-snapshot

Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation

inferred← citeshttps://doi.org/10.1007/978-3-030-89363-7_41openalex-snapshot

SPAN: Subgraph Prediction Attention Network for Dynamic Graphs

inferred← citeshttps://doi.org/10.1007/978-3-030-95408-6_12openalex-snapshot

Relations Reconstruction in a Knowledge Graph of a Socioeconomic System

inferred← citeshttps://doi.org/10.1007/978-3-031-00123-9_60openalex-snapshot

Representation Learning in Heterogeneous Information Networks Based on Hyper Adjacency Matrix

inferred← citeshttps://doi.org/10.1007/978-3-031-00129-1_6openalex-snapshot

Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks

inferred← citeshttps://doi.org/10.1007/978-3-031-10983-6_36openalex-snapshot

MGR: Metric Learning with Graph Neural Networks for Multi-behavior Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-031-12423-5_10openalex-snapshot

Anonymisation of Heterogeneous Graphs with Multiple Edge Types

inferred← citeshttps://doi.org/10.1007/978-3-031-12423-5_2openalex-snapshot

Syntax-Informed Question Answering with Heterogeneous Graph Transformer

inferred← citeshttps://doi.org/10.1007/978-3-031-14714-2_31openalex-snapshot

Revisiting Attention-Based Graph Neural Networks for Graph Classification

inferred← citeshttps://doi.org/10.1007/978-3-031-18067-5_16openalex-snapshot

VDHGT: A Source Code Vulnerability Detection Method Based on Heterogeneous Graph Transformer

inferred← citeshttps://doi.org/10.1007/978-3-031-19208-1_45openalex-snapshot

Malicious Domain Detection with Heterogeneous Graph Propagation Network

inferred← citeshttps://doi.org/10.1007/978-3-031-19433-7_17openalex-snapshot

Heterogeneous Graph Neural Network with Hypernetworks for Knowledge Graph Embedding

inferred← citeshttps://doi.org/10.1007/978-3-031-19433-7_19openalex-snapshot

RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue Generation

inferred← citeshttps://doi.org/10.1007/978-3-031-19842-7_7openalex-snapshot

V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer

inferred← citeshttps://doi.org/10.1007/978-3-031-20627-6_9openalex-snapshot

HGCL: Heterogeneous Graph Contrastive Learning for Traditional Chinese Medicine Prescription Generation

inferred← citeshttps://doi.org/10.1007/978-3-031-25198-6_29openalex-snapshot

Transformer-Based Representation Learning on Temporal Heterogeneous Graphs

inferred← citeshttps://doi.org/10.1007/978-3-031-26390-3_20openalex-snapshot

SEA: Graph Shell Attention in Graph Neural Networks

inferred← citeshttps://doi.org/10.1007/978-3-031-26390-3_43openalex-snapshot

Customized Conversational Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-3-031-27440-4_40openalex-snapshot

A Unified Framework for Knowledge Inference Based on Heterogeneous Graph Neural Networks

inferred← citeshttps://doi.org/10.1007/978-3-031-28238-6_20openalex-snapshot

Domain Adaptation for Anomaly Detection on Heterogeneous Graphs in E-Commerce

inferred← citeshttps://doi.org/10.1007/978-3-031-28238-6_29openalex-snapshot

Exploring Fake News Detection with Heterogeneous Social Media Context Graphs

inferred← citeshttps://doi.org/10.1007/978-3-031-30105-6_39openalex-snapshot

DOM2R-Graph: A Web Attribute Extraction Architecture with Relation-Aware Heterogeneous Graph Transformer

inferred← citeshttps://doi.org/10.1007/978-3-031-30672-3_10openalex-snapshot

Intra- and Inter-behavior Contrastive Learning for Multi-behavior Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-031-30675-4_1openalex-snapshot

Meta-Path Based Social Relation Reasoning in a Deep and Robust Way

inferred← citeshttps://doi.org/10.1007/978-3-031-30675-4_22openalex-snapshot

FairHELP: Fairness-Aware Heterogeneous Information Network Embedding for Link Prediction

inferred← citeshttps://doi.org/10.1007/978-3-031-30675-4_3openalex-snapshot

Few-Shot Link Prediction for Event-Based Social Networks via Meta-learning

inferred← citeshttps://doi.org/10.1007/978-3-031-30678-5_34openalex-snapshot

GIPA: A General Information Propagation Algorithm for Graph Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-34960-7_24openalex-snapshot

Relation Predictions in Comorbid Disease Centric Knowledge Graph Using Heterogeneous GNN Models

inferred← citeshttps://doi.org/10.1007/978-3-031-35995-8_19openalex-snapshot

Self-supervised Deep Heterogeneous Graph Neural Networks with Contrastive Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-44213-1_6openalex-snapshot

Malicious Domain Detection Based on Self-supervised HGNNs with Contrastive Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-44216-2_29openalex-snapshot

Event Association Analysis Using Graph Rules

inferred← citeshttps://doi.org/10.1007/978-3-031-46671-7_24openalex-snapshot

M$$^2$$HGCL: Multi-scale Meta-path Integrated Heterogeneous Graph Contrastive Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-47243-5_6openalex-snapshot

SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples

inferred← citeshttps://doi.org/10.1007/978-3-031-53311-2_34openalex-snapshot

Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks

inferred← citeshttps://doi.org/10.1007/978-3-031-63759-9_6openalex-snapshot

Beneath the Facade of IP Leasing: Graph-Based Approach for Identifying Malicious IP Blocks

inferred← citeshttps://doi.org/10.1007/978-3-031-64948-6_7openalex-snapshot

Model Inversion Attacks on Homogeneous and Heterogeneous Graph Neural Networks

inferred← citeshttps://doi.org/10.1007/978-3-031-70365-2_4openalex-snapshot

HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness

inferred← citeshttps://doi.org/10.1007/978-3-031-72344-5_15openalex-snapshot

Virtual Nodes based Heterogeneous Graph Convolutional Neural Network for Efficient Long-Range Information Aggregation

inferred← citeshttps://doi.org/10.1007/978-3-031-72359-9_6openalex-snapshot

Target-Aware Drug Activity Model: A Deep Learning Approach to Virtual HTS

inferred← citeshttps://doi.org/10.1007/978-3-031-73235-5_10openalex-snapshot

GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation

inferred← citeshttps://doi.org/10.1007/978-3-031-73347-5_16openalex-snapshot

Heterogeneous Graph Learning for Scene Graph Prediction in 3D Point Clouds

inferred← citeshttps://doi.org/10.1007/978-3-031-75596-5_24openalex-snapshot

Anomaly Behavior Analysis for Blockchain Social Networks Using Heterogeneous Graph Neural Networks

inferred← citeshttps://doi.org/10.1007/978-3-031-75623-8_11openalex-snapshot

Multi-Assignment Scheduler: A New Behavioral Cloning Method for the Job-Shop Scheduling Problem

inferred← citeshttps://doi.org/10.1007/978-3-031-77847-6_7openalex-snapshot

AutoRDF2GML: Facilitating RDF Integration in Graph Machine Learning

inferred← citeshttps://doi.org/10.1007/978-3-031-77954-1_1openalex-snapshot

A Review of Link Prediction on Heterogeneous Networks

inferred← citeshttps://doi.org/10.1007/978-3-031-86193-2_3openalex-snapshot

HeteroFormer: A Structure Aware Heterogeneous Graph Transformer

inferred← citeshttps://doi.org/10.1007/978-3-031-87654-7_6openalex-snapshot

Modeling Social Media Recommendation Impacts Using Academic Networks: A Graph Neural Network Approach

inferred← citeshttps://doi.org/10.1007/978-3-031-93257-1_3openalex-snapshot

Repository-Level Code Generation Method Enhanced by Context-Dependent Graph Retrieval

inferred← citeshttps://doi.org/10.1007/978-3-031-94448-2_16openalex-snapshot

Identity Inference in Ethereum: Towards Financial Security for Blockchain Ecosystem

inferred← citeshttps://doi.org/10.1007/978-3-032-05409-8_26openalex-snapshot

Heterogeneous Graph Representation for Dataset Link Prediction on Dynamic and Sparse Scholarly Graphs

inferred← citeshttps://doi.org/10.1007/978-3-032-05981-9_30openalex-snapshot

Enhancing Graph Transformers with SNNs and Mutual Information

inferred← citeshttps://doi.org/10.1007/978-3-032-06066-2_2openalex-snapshot

Unveiling the Hidden: Movie Genre and User Bias in Spoiler Detection

inferred← citeshttps://doi.org/10.1007/978-3-032-06310-6_3openalex-snapshot

Online Education Recommendation Algorithm Based on Relationship Aware Heterogeneous Graph Neural Network

inferred← citeshttps://doi.org/10.1007/978-3-032-06624-4_12openalex-snapshot

GraphMMP: A Graph Neural Network Model with Mutual Information and Global Fusion for Multimodal Medical Prognosis

inferred← citeshttps://doi.org/10.1007/978-3-032-13419-6_12openalex-snapshot

Graph-NIDS: Detecting Network Intrusions via HGT-Based Edge Classification on Network Traffic Graphs

inferred← citeshttps://doi.org/10.1007/978-3-032-23241-0_2openalex-snapshot

Big Data–Driven Federated Knowledge Graph for Adverse Drug Reaction Prediction

inferred← citeshttps://doi.org/10.1007/978-3-032-24804-6_48openalex-snapshot

Multi-scale Graph Neural Networks for Knowledge Graph Completion in Philippine Lexical Resources

inferred← citeshttps://doi.org/10.1007/978-3-032-30809-2_25openalex-snapshot

A Dynamic Heterogeneous Graph Model Based on Temporal Evolution

inferred← citeshttps://doi.org/10.1007/978-3-032-30813-9_60openalex-snapshot

PreClaim-GCT: Self-supervised Graph–Transformer Pretraining for Incident Outcome Prediction from Healthcare Claims

inferred← citeshttps://doi.org/10.1007/978-3-032-31141-2_9openalex-snapshot

A Hybrid Transformer-GNN Architecture for Code Understanding

inferred← citeshttps://doi.org/10.1007/978-3-032-32023-0_26openalex-snapshot

Temporal Heterogeneous Graph Neural Networks for Incident Assignee Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-032-33865-5_7openalex-snapshot

Hierarchical Contrastive Learning with Explanation-Aware Training for Case-Based APT Recognition

inferred← citeshttps://doi.org/10.1007/978-3-032-36207-0_11openalex-snapshot

PeopleGator: A Multimodal Benchmark for Person Identification in Historical Documents

inferred← citeshttps://doi.org/10.1007/978-3-032-37657-2_32openalex-snapshot

Contradiction-Aware Dual-View Graph Learning for Wikipedia Sockpuppet Detection

inferred← citeshttps://doi.org/10.1007/978-3-032-37664-0_5openalex-snapshot

Universal Encoders for Modular Relational Deep Learning

inferred← citeshttps://doi.org/10.1007/978-3-032-37682-4_7openalex-snapshot

Towards Semantic Alignment: Intent-Aware Meta Learning for Urban Fields Recommendation

inferred← citeshttps://doi.org/10.1007/978-3-032-38614-4_31openalex-snapshot

Heterogeneous Graph Transformer-Based Deep Reinforcement Learning for Integrated Steel Stockyard Scheduling in a Shipyard

inferred← citeshttps://doi.org/10.1007/978-3-032-39882-6_20openalex-snapshot

Learning from Negative Edge Quality in Graph-Based Drug–Target Interaction Prediction

inferred← citeshttps://doi.org/10.1007/978-3-032-39882-6_25openalex-snapshot

DyFO: Heterogeneous Temporal Graph Attention with Typed Edge Conditioning for Financial Co-movement Forecasting

inferred← citeshttps://doi.org/10.1007/978-3-662-66863-4_4openalex-snapshot

Constituency-Informed and Constituency-Constrained Extractive Question Answering with Heterogeneous Graph Transformer

inferred← citeshttps://doi.org/10.1007/978-981-16-6166-2_2openalex-snapshot

The State-of-the-Art of Heterogeneous Graph Representation

inferred← citeshttps://doi.org/10.1007/978-981-92-0366-6_16openalex-snapshot

Mitigating Generic Token Dominance in Cross-Domain Foundation Model for Text-Attributed Graphs

inferred← citeshttps://doi.org/10.1007/978-981-92-0369-7_10openalex-snapshot

AURORA: An Adaptive Multi-granularity Graph Learning Framework for Drug Repositioning

inferred← citeshttps://doi.org/10.1007/978-981-92-0375-8_7openalex-snapshot

FCRD: Forced-Choice Relation-Based Diagnosis for Noncognitive Assessment

inferred← citeshttps://doi.org/10.1007/978-981-92-1926-1_31openalex-snapshot

Multi-scenario Knowledge-Enhanced Latent Intent Modeling for Recommendation

inferred← citeshttps://doi.org/10.1007/978-981-92-2494-4_14openalex-snapshot

HGCRE: Heterogeneous Graph Representation Learning via Contrastive Learning

inferred← citeshttps://doi.org/10.1007/978-981-92-2856-0_17openalex-snapshot

HeteroGuard: Hop-Disentangled Representation Learning on Heterogeneous Provenance Graphs for APT Detection

inferred← citeshttps://doi.org/10.1007/978-981-92-2868-3_1openalex-snapshot

GRAPHVIS: Transforming Heterogeneous Graphs into Visual Textures for Efficient Fraud Detection

inferred← citeshttps://doi.org/10.1007/978-981-92-3400-4_2openalex-snapshot

EmoGraph: Graph-Enhanced Personalized Emotion Prediction with Large Language Models

inferred← citeshttps://doi.org/10.1007/978-981-92-3400-4_23openalex-snapshot

Physics-Informed Heterogeneous Graph Ensemble Network for Systemic Risk Assessment in Bond Markets

inferred← citeshttps://doi.org/10.1007/978-981-92-3541-4_11openalex-snapshot

Damocles: Relational Event Modeling on Heterogeneous Temporal Graphs for Window-Level Anomaly Detection

inferred← citeshttps://doi.org/10.1007/978-981-92-5696-9_18openalex-snapshot

QSER: Query-Conditioned Sparse Expert Routing for Community Search over Heterogeneous Information Networks

inferred← citeshttps://doi.org/10.1007/978-981-92-5696-9_5openalex-snapshot

LAMP: LLM-Enhanced Learnable Meta-path for Heterogeneous Graph Contrastive Learning

inferred← citeshttps://doi.org/10.1007/978-981-95-0017-8_43openalex-snapshot

Predicting Emotions in Conversational Speech Synthesis Using Fine-Grained Historical Context

inferred← citeshttps://doi.org/10.1007/978-981-95-0027-7_30openalex-snapshot

DTI Prediction Based on Lightweight MoE

inferred← citeshttps://doi.org/10.1007/978-981-95-0027-7_39openalex-snapshot

MetaGT-HGN: A Heterogeneous Graph Neural Network Based on Meta-learning and a Graph Transformer for Drug Repurposing

inferred← citeshttps://doi.org/10.1007/978-981-95-0985-0_22openalex-snapshot

Financial Risk Control Model and Scenario Adaptation Method Based on Graph Machine Learning

inferred← citeshttps://doi.org/10.1007/978-981-95-1013-9_6openalex-snapshot

Identifying Hidden Cybercrime Behavior by Behavior Tomographer

inferred← citeshttps://doi.org/10.1007/978-981-95-3058-8_8openalex-snapshot

Mixture of Experts Enhanced Heterogeneous Graph Transformer

inferred← citeshttps://doi.org/10.1007/978-981-95-3830-0_46openalex-snapshot

Time-Aware Meta-path Aggregation on Heterogeneous Temporal Graphs

inferred← citeshttps://doi.org/10.1007/978-981-95-3906-2_14openalex-snapshot

FHGE: A Fast Heterogeneous Graph Embedding with Ad-Hoc Meta-Paths

inferred← citeshttps://doi.org/10.1007/978-981-95-3906-2_17openalex-snapshot

Meta Relation Assisted Explanatory Model for Heterogeneous Graph Neural Networks

inferred← citeshttps://doi.org/10.1007/978-981-95-4088-4_2openalex-snapshot

LNAHGN: LLM-Guided Neighbor Aggregation for Heterogeneous Graph Neural Network

inferred← citeshttps://doi.org/10.1007/978-981-95-4155-3_2openalex-snapshot

MHGCP: Multi-view Heterogeneous Graph with Cross-View Projection for Recommendation

inferred← citeshttps://doi.org/10.1007/978-981-95-4155-3_30openalex-snapshot

Bridging RDF Knowledge Graphs with Graph Neural Networks for Semantically-Rich Recommender Systems

inferred← citeshttps://doi.org/10.1007/978-981-95-5716-5_43openalex-snapshot

Contrastive Learning of Graph Transformer on Heterogeneous Information Networks

inferred← citeshttps://doi.org/10.1007/978-981-95-6426-2_33openalex-snapshot

SSCP-HGC: Structural and Semantic Commonality Perception in Heterogeneous Graph Contrastive Learning for Recommendation

inferred← citeshttps://doi.org/10.1007/978-981-95-8447-5_11openalex-snapshot

Heterogeneous Graph Neural Network Based on Self-knowledge Distillation and Transformer

inferred← citeshttps://doi.org/10.1007/978-981-95-9507-5_15openalex-snapshot

Hybrid Large-Small Model Framework for Core Business Consistency Evaluation

inferred← citeshttps://doi.org/10.1007/978-981-95-9694-2_14openalex-snapshot

Relationship Evaluation for Developer Recommendation in Open Source Communities

inferred← citeshttps://doi.org/10.1007/978-981-96-0055-7_26openalex-snapshot

A Unified Framework for Link Prediction on Heterogeneous Temporal Graph

inferred← citeshttps://doi.org/10.1007/978-981-96-0119-6_3openalex-snapshot

Zero-Shot Heterogeneous Graph Embedding via Semantic Extraction

inferred← citeshttps://doi.org/10.1007/978-981-96-2432-4_8openalex-snapshot

Review of Graph Neural Networks: Foundations, Model Evolution and Applications

inferred← citeshttps://doi.org/10.1007/978-981-96-6310-1_12openalex-snapshot

A Benchmark Dataset and Evaluation of Collaboration Network in Open Source Software Community

inferred← citeshttps://doi.org/10.1007/978-981-96-8173-0_21openalex-snapshot

CLEAR: Cluster-Based Prompt Learning on Heterogeneous Graphs

inferred← citeshttps://doi.org/10.1007/978-981-96-8298-0_34openalex-snapshot

GRL-Prompt: Towards Prompts Optimization via Graph-Empowered Reinforcement Learning Using LLMs’ Feedback

inferred← citeshttps://doi.org/10.1007/978-981-96-9894-3_38openalex-snapshot

AdaRank: Adaptive Node-Specific Influence Ranking Using Learnable Propagation Rules

inferred← citeshttps://doi.org/10.1007/978-981-96-9921-6_10openalex-snapshot

HetKEN: Heterogeneous Kernel-Enhanced Representation Network

inferred← citeshttps://doi.org/10.1007/978-981-96-9946-9_15openalex-snapshot

Path-Aware Graph Neural Network for Link Prediction in Latent Heterogeneous Graphs

inferred← citeshttps://doi.org/10.1007/978-981-97-2387-4_19openalex-snapshot

Hypergraph-Enhanced Self-supervised Heterogeneous Graph Representation Learning

inferred← citeshttps://doi.org/10.1007/978-981-97-2421-5_9openalex-snapshot

Heterogeneous Graph Contrastive Learning with Dual Aggregation Scheme and Adaptive Augmentation

inferred← citeshttps://doi.org/10.1007/978-981-97-5492-2_19openalex-snapshot

Link Prediction Based on Deep Global Information in Heterogeneous Graph

inferred← citeshttps://doi.org/10.1007/978-981-97-5495-3_28openalex-snapshot

M-HGN: Multi-information Enhanced Heterogeneous Graph Network for Multi-party Dialogue Reading Comprehension

inferred← citeshttps://doi.org/10.1007/978-981-97-5572-1_2openalex-snapshot

Social Relation Enhanced Heterogeneous Graph Contrastive Learning for Recommendation

inferred← citeshttps://doi.org/10.1007/978-981-97-5572-1_21openalex-snapshot

EGNN-AD: An Effective Graph Neural Network-Based Approach for Anomaly Detection on Edge-Attributed Graphs

inferred← citeshttps://doi.org/10.1007/978-981-97-5572-1_4openalex-snapshot

FNDPro: Evaluating the Importance of Propagations during Fake News Spread

inferred← citeshttps://doi.org/10.1007/978-981-97-5588-2_26openalex-snapshot

Graph Pre-training for Reconnaissance Perception in Automated Penetration Testing

inferred← citeshttps://doi.org/10.1007/978-981-97-5618-6_15openalex-snapshot

EntroMAGNN: An Entropy-Driven Metapath-Based Graph Neural Network for Maritime Emergency Event Prediction

inferred← citeshttps://doi.org/10.1007/978-981-97-5618-6_4openalex-snapshot

HRMNN: Heterogeneous Relationship Mined Graph Neural Network

inferred← citeshttps://doi.org/10.1007/978-981-97-7238-4_7openalex-snapshot

Product Anomaly Detection on Heterogeneous Graphs with Sparse Labels

inferred← citeshttps://doi.org/10.1007/978-981-97-7244-5_6openalex-snapshot

MIIGraph: Multi-granularity Information Integration Graph for Document-Level Event Extraction

inferred← citeshttps://doi.org/10.1007/978-981-97-7707-5_43openalex-snapshot

Knowledge-Aware Self-supervised Educational Resources Recommendation

inferred← citeshttps://doi.org/10.1007/978-981-97-9412-6_31openalex-snapshot

Heterogeneous Graph Structure Learning Based on Feature and Topology Information Extraction

inferred← citeshttps://doi.org/10.1007/978-981-99-1642-9_28openalex-snapshot

Using Transformer Towards Cross-Hops Question Answering

inferred← citeshttps://doi.org/10.1007/978-981-99-6187-0_53openalex-snapshot

AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection Approach

inferred← citeshttps://doi.org/10.1007/978-981-99-7254-8_36openalex-snapshot

Topological Network Field Preservation for Heterogeneous Graph Embedding

inferred← citeshttps://doi.org/10.1007/978-981-99-8132-8_41openalex-snapshot

Heterogeneous Graph Prototypical Networks for Few-Shot Node Classification

inferred← citeshttps://doi.org/10.1007/978-981-99-8546-3_32openalex-snapshot

Heterogeneous Graph Attribute Completion via Efficient Meta-path Context-Aware Learning

inferred← citeshttps://doi.org/10.1007/978-981-99-8850-1_37openalex-snapshot

Heterogeneous Link Prediction via Mutual Information Maximization Between Node Pairs

inferred← citeshttps://doi.org/10.1007/s00366-025-02261-6openalex-snapshot

Heterogeneous graph representation of stiffened panels with non-uniform boundary conditions and loads

inferred← citeshttps://doi.org/10.1007/s00500-021-06090-9openalex-snapshot

Learning template-free network embeddings for heterogeneous link prediction

inferred← citeshttps://doi.org/10.1007/s00521-023-08473-5openalex-snapshot

McH-HGCN: multi-curvature hyperbolic heterogeneous graph convolutional network with type triplets

inferred← citeshttps://doi.org/10.1007/s00521-025-11684-7openalex-snapshot

TAGDN: type-aligning graph diffusion network for capturing long-range dependencies in heterogeneous graphs without over-squashing and over-smoothing

inferred← citeshttps://doi.org/10.1007/s00521-026-11992-6openalex-snapshot

Enhanced auxiliary information for personalized cross-domain recommendation

inferred← citeshttps://doi.org/10.1007/s00530-024-01364-2openalex-snapshot

Social bot detection on Twitter: robustness evaluation and improvement

inferred← citeshttps://doi.org/10.1007/s00530-025-01944-wopenalex-snapshot

Heterogeneous graph structure learning based on feature and topology information extraction

inferred← citeshttps://doi.org/10.1007/s00530-026-02380-0openalex-snapshot

Semi-supervised consistency regularization for micro-video popularity prediction

inferred← citeshttps://doi.org/10.1007/s00607-023-01246-xopenalex-snapshot

HHSE: heterogeneous graph neural network via higher-order semantic enhancement

inferred← citeshttps://doi.org/10.1007/s10115-022-01683-8openalex-snapshot

Autonomous graph mining algorithm search with best performance trade-off

inferred← citeshttps://doi.org/10.1007/s10115-022-01694-5openalex-snapshot

Self-supervised role learning for graph neural networks

inferred← citeshttps://doi.org/10.1007/s10115-022-01810-5openalex-snapshot

Structure-aware attributed heterogeneous network embedding

inferred← citeshttps://doi.org/10.1007/s10115-023-01863-0openalex-snapshot

Motif-guided heterogeneous graph deep generation

inferred← citeshttps://doi.org/10.1007/s10115-023-01895-6openalex-snapshot

Heterogeneous graph neural network with semantic-aware differential privacy guarantees

inferred← citeshttps://doi.org/10.1007/s10115-023-01908-4openalex-snapshot

Owner name entity recognition in websites based on heterogeneous and dynamic graph transformer

inferred← citeshttps://doi.org/10.1007/s10115-024-02090-xopenalex-snapshot

Graph neural architecture search with heterogeneous message-passing mechanisms

inferred← citeshttps://doi.org/10.1007/s10115-024-02259-4openalex-snapshot

Self-supervised multi-hop heterogeneous hypergraph embedding with informative pooling for graph-level classification

inferred← citeshttps://doi.org/10.1007/s10115-025-02539-7openalex-snapshot

Unleashing the power of untuned large language models in recommender systems: a thorough investigation of current approaches, challenges, and future research directions

inferred← citeshttps://doi.org/10.1007/s10115-026-02816-zopenalex-snapshot

Beyond individual diagnosis: a graph learning framework with bidirectional distillation for group cognitive diagnosis

inferred← citeshttps://doi.org/10.1007/s10115-026-02848-5openalex-snapshot

Integrating structural and content semantics in dynamic heterogeneous networks for emerging topics prediction

inferred← citeshttps://doi.org/10.1007/s10462-022-10375-2openalex-snapshot

Heterogeneous graph neural networks analysis: a survey of techniques, evaluations and applications

inferred← citeshttps://doi.org/10.1007/s10462-024-10825-zopenalex-snapshot

A survey on knowledge-enhanced multimodal learning

inferred← citeshttps://doi.org/10.1007/s10462-024-10998-7openalex-snapshot

A survey on feature extraction and learning techniques for link prediction in homogeneous and heterogeneous complex networks

inferred← citeshttps://doi.org/10.1007/s10462-026-11656-wopenalex-snapshot

Embedding learning on multiplex networks for link prediction

inferred← citeshttps://doi.org/10.1007/s10489-021-02431-1openalex-snapshot

Distant context aware text generation from abstract meaning representation

inferred← citeshttps://doi.org/10.1007/s10489-022-03839-zopenalex-snapshot

M2GCN: multi-modal graph convolutional network for modeling polypharmacy side effects

inferred← citeshttps://doi.org/10.1007/s10489-023-04568-7openalex-snapshot

A gated graph attention network based on dual graph convolution for node embedding

inferred← citeshttps://doi.org/10.1007/s10489-023-04612-6openalex-snapshot

HetGNN-SF: Self-supervised learning on heterogeneous graph neural network via semantic strength and feature similarity

inferred← citeshttps://doi.org/10.1007/s10489-023-04835-7openalex-snapshot

Encoding feature set information in heterogeneous graph neural networks for game provenance

inferred← citeshttps://doi.org/10.1007/s10489-024-05703-8openalex-snapshot

Semi-supervised heterogeneous graph contrastive learning with label-guided

inferred← citeshttps://doi.org/10.1007/s10489-024-05793-4openalex-snapshot

Type-adaptive graph Transformer for heterogeneous information networks

inferred← citeshttps://doi.org/10.1007/s10489-024-05859-3openalex-snapshot

Prediction of circRNA-drug sensitivity using random auto-encoders and multi-layer heterogeneous graph transformers

inferred← citeshttps://doi.org/10.1007/s10489-024-06058-wopenalex-snapshot

HG-search: multi-stage search for heterogeneous graph neural networks

inferred← citeshttps://doi.org/10.1007/s10489-025-06348-xopenalex-snapshot

Self-supervised heterogeneous graph neural network based on deep and broad neighborhood encoding

inferred← citeshttps://doi.org/10.1007/s10489-025-06480-8openalex-snapshot

DFF-HGNN: Dual-Feature Fusion Heterogeneous Graph Neural Network

inferred← citeshttps://doi.org/10.1007/s10489-026-07373-0openalex-snapshot

TFTA: cross-topic rumor detection with time-aware attention

inferred← citeshttps://doi.org/10.1007/s10515-025-00528-2openalex-snapshot

HGNNLink: recovering requirements-code traceability links with text and dependency-aware heterogeneous graph neural networks

inferred← citeshttps://doi.org/10.1007/s10515-025-00537-1openalex-snapshot

Ethereum fraud smart contract detection using heterogeneous semantic graph

inferred← citeshttps://doi.org/10.1007/s10586-024-04520-5openalex-snapshot

ARIR: an intent recognition-based approach for API recommendation

inferred← citeshttps://doi.org/10.1007/s10586-025-05448-0openalex-snapshot

HHGNN: a novel framework for node influence ranking in heterogeneous networks

inferred← citeshttps://doi.org/10.1007/s10586-026-06351-yopenalex-snapshot

DSRec: Denoising self-augmented learning for web service recommendation

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