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heterogeneous graph

221 papers

HG

Papers

ARDiff: Anisotropic Residual Diffusion for Heterogeneous Graph Learning AAAI 2026 Beyond Single Transactions: D-EMAML---Dual-Edge Motif Neural Networks for Enhanced Anti-Money Laundering Detection AAAI 2026 CITE: Benchmarking Heterogeneous Text-Attributed Graph Models ACL 2026 Cross-Slice Knowledge Transfer via Masked Multi-Modal Heterogeneous Graph Contrastive Learning for Spatial Gene Expression Inference CVPR 2026 Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning AAAI 2026 Graph-Based Alternatives to LLMs for Human Simulation ACL 2026 Heterogeneous Graph Neural Networks for Assumption-Based Argumentation AAAI 2026 HGATSolver: A Heterogeneous Graph Attention Solver for Fluid–Structure Interaction AAAI 2026 Hg-I2P: Bridging Modalities for Generalizable Image-to-Point-Cloud Registration via Heterogeneous Graphs CVPR 2026 HiLoMix: Robust High- and Low-Frequency Graph Learning Framework for Mixing Address Association AAAI 2026 HINPool: A Unified Heterogeneous Graph Pooling Framework for Accurate Molecular and Protein Property Prediction AAAI 2026 IIITH Boys at SemEval-2026 Task 4: StoryNet - Understanding Narrative Story Similarity through Symbolic Representations SemEval 2026 MiniRAG: A Lightweight RAG system with Small Language Models ACL 2026 Mitigating Noise and Imbalance in Social Governance Graphs for Multi-Type Risk Assessment AAAI 2026 MUG: Meta-path-aware Universal Heterogeneous Graph Pre-Training AAAI 2026 Nestwork: Conditional 3D Furnished House Layout Generation through Latent Heterogeneous Graph Diffusion CVPR 2026 Noise-Aware Graph-Based Cognitive Diagnostic Framework Through Low-Rank Alignment AAAI 2026 Spiking Heterogeneous Graph Attention Networks AAAI 2026 THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs AAAI 2026 A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images COLING 2025 Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach AAAI 2025 Causal Inference over Visual-Semantic-Aligned Graph for Image Classification AAAI 2025 Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction EMNLP 2025 Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation AAAI 2025 EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics NAACL 2025