hypergraph learning

38 papers

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Co-occurring keywords

graph neural network (3945) node classification (480) contrastive learning (3979) representation learning (6174) multimodal learning (4622) hypergraph embedding (6) graphical model (863) spectral method (204) high-order correlation (10) temporal pattern (37)

Papers

HyperDiag: Temporal–Regional Hypergraph Learning via Topology-Enhanced State Propagation for Brain Disease Diagnosis AAAI 2026

Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation AAAI 2026

DARLING: Dual Hypergraph-Enhanced Curriculum-Guided Graph Structure Learning for Node Classification AAAI 2026

Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory AAAI 2026

Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance IJCAI 2025

Dynamic Higher-Order Relations and Event-Driven Temporal Modeling for Stock Price Forecasting IJCAI 2025

MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition IJCAI 2025

When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline AAAI 2025

Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport AAAI 2025

HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System ACL 2025

Beyond Individual and Point: Next POI Recommendation via Region-aware Dynamic Hypergraph with Dual-level Modeling IJCAI 2025

Heterogeneous Temporal Hypergraph Neural Network IJCAI 2025

Critical Node-aware Augmentation for Hypergraph Contrastive Learning IJCAI 2025

HyperDet: Source Detection in Hypergraphs via Interactive Relationship Construction and Feature-rich Attention Fusion IJCAI 2025

Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NIPS 2024

Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting NIPS 2024

THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract) AAAI 2024

Hypergraph-Guided Disentangled Spectrum Transformer Networks for Near-Infrared Facial Expression Recognition AAAI 2024

Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations AAAI 2024

Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract) AAAI 2023

HG-SL: Jointly Learning of Global and Local User Spreading Behavior for Fake News Early Detection AAAI 2023

CAT-Walk: Inductive Hypergraph Learning via Set Walks NIPS 2023

I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023

Learning Low Degree Hypergraphs COLT 2022

Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021