Hybrid Hypergraph Networks for Multimodal Sequence Data Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Xu, Feng, Wang, Hui, Huang, Yuting, Zhang, Danwei, Fan, Zizhu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multitask Learning for Earth Observation Data Classification with Hybrid Quantum Network
by: Fan, Fan, et al.
Published: (2026)
by: Fan, Fan, et al.
Published: (2026)
Hypergraph Neural Network with State Space Models for Node Classification
by: Quadir, A., et al.
Published: (2025)
by: Quadir, A., et al.
Published: (2025)
Hypergraph Transformer for Semi-Supervised Classification
by: Liu, Zexi, et al.
Published: (2023)
by: Liu, Zexi, et al.
Published: (2023)
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification
by: Bae, Chaewoon, et al.
Published: (2025)
by: Bae, Chaewoon, et al.
Published: (2025)
Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks
by: Wang, Shuai, et al.
Published: (2024)
by: Wang, Shuai, et al.
Published: (2024)
Anchor-guided Hypergraph Condensation with Dual-level Discrimination
by: Li, Fan, et al.
Published: (2026)
by: Li, Fan, et al.
Published: (2026)
Sheaf Hypergraph Networks
by: Duta, Iulia, et al.
Published: (2023)
by: Duta, Iulia, et al.
Published: (2023)
Generalization Performance of Hypergraph Neural Networks
by: Wang, Yifan, et al.
Published: (2025)
by: Wang, Yifan, et al.
Published: (2025)
Hybrid Reinforcement Learning Breaks Sample Size Barriers in Linear MDPs
by: Tan, Kevin, et al.
Published: (2024)
by: Tan, Kevin, et al.
Published: (2024)
HQViT: Hybrid Quantum Vision Transformer for Image Classification
by: Zhang, Hui, et al.
Published: (2025)
by: Zhang, Hui, et al.
Published: (2025)
DHG-Bench: A Comprehensive Benchmark for Deep Hypergraph Learning
by: Li, Fan, et al.
Published: (2025)
by: Li, Fan, et al.
Published: (2025)
Hypergraph Self-supervised Learning with Sampling-efficient Signals
by: Li, Fan, et al.
Published: (2024)
by: Li, Fan, et al.
Published: (2024)
CHASE: A Causal Hypergraph based Framework for Root Cause Analysis in Multimodal Microservice Systems
by: Zhao, Ziming, et al.
Published: (2024)
by: Zhao, Ziming, et al.
Published: (2024)
Directional Sheaf Hypergraph Networks: Unifying Learning on Directed and Undirected Hypergraphs
by: Mule, Emanuele, et al.
Published: (2025)
by: Mule, Emanuele, et al.
Published: (2025)
Hyperbolic Hypergraph Neural Networks for Multi-Relational Knowledge Hypergraph Representation
by: Li, Mengfan, et al.
Published: (2024)
by: Li, Mengfan, et al.
Published: (2024)
Wasserstein Hypergraph Neural Network
by: Duta, Iulia, et al.
Published: (2025)
by: Duta, Iulia, et al.
Published: (2025)
HWL-HIN: A Hypergraph-Level Hypergraph Isomorphism Network as Powerful as the Hypergraph Weisfeiler-Lehman Test with Application to Higher-Order Network Robustness
by: Tian, Chengyu, et al.
Published: (2025)
by: Tian, Chengyu, et al.
Published: (2025)
Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection
by: Fu, Changzeng, et al.
Published: (2025)
by: Fu, Changzeng, et al.
Published: (2025)
Variational Optimization for Quantum Problems using Deep Generative Networks
by: Zhang, Lingxia, et al.
Published: (2024)
by: Zhang, Lingxia, et al.
Published: (2024)
Stability and Generalization of Hypergraph Collaborative Networks
by: Ng, Michael, et al.
Published: (2023)
by: Ng, Michael, et al.
Published: (2023)
Representation Learning of Tangled Key-Value Sequence Data for Early Classification
by: Duan, Tao, et al.
Published: (2024)
by: Duan, Tao, et al.
Published: (2024)
Hypergraph Foundation Model
by: Gao, Yue, et al.
Published: (2025)
by: Gao, Yue, et al.
Published: (2025)
LightHGNN: Distilling Hypergraph Neural Networks into MLPs for $100\times$ Faster Inference
by: Feng, Yifan, et al.
Published: (2024)
by: Feng, Yifan, et al.
Published: (2024)
Hypergraph Neural Networks Reveal Spatial Domains from Single-cell Transcriptomics Data
by: Soltani, Mehrad, et al.
Published: (2024)
by: Soltani, Mehrad, et al.
Published: (2024)
Hypergraph Contrastive Learning for both Homophilic and Heterophilic Hypergraphs
by: Guan, Renchu, et al.
Published: (2025)
by: Guan, Renchu, et al.
Published: (2025)
Recent Advances in Hypergraph Neural Networks
by: Yang, Murong, et al.
Published: (2025)
by: Yang, Murong, et al.
Published: (2025)
Heterophily-Agnostic Hypergraph Neural Networks with Riemannian Local Exchanger
by: Sun, Li, et al.
Published: (2026)
by: Sun, Li, et al.
Published: (2026)
HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs
by: Bazaga, Adrián, et al.
Published: (2024)
by: Bazaga, Adrián, et al.
Published: (2024)
Implicit Hypergraph Neural Network
by: Choudhuri, Akash, et al.
Published: (2025)
by: Choudhuri, Akash, et al.
Published: (2025)
DS-HGCN: A Dual-Stream Hypergraph Convolutional Network for Predicting Student Engagement via Social Contagion
by: Fan, Ziyang, et al.
Published: (2025)
by: Fan, Ziyang, et al.
Published: (2025)
Hypergraph and Latent ODE Learning for Multimodal Root Cause Localization in Microservices
by: Liu, Xin, et al.
Published: (2026)
by: Liu, Xin, et al.
Published: (2026)
A Pipeline of Augmentation and Sequence Embedding for Classification of Imbalanced Network Traffic
by: Shokri, Matin, et al.
Published: (2025)
by: Shokri, Matin, et al.
Published: (2025)
Data Imputation by Pursuing Better Classification: A Supervised Kernel-Based Method
by: Yang, Ruikai, et al.
Published: (2024)
by: Yang, Ruikai, et al.
Published: (2024)
Orchestrating Tokens and Sequences: Dynamic Hybrid Policy Optimization for RLVR
by: Min, Zijun, et al.
Published: (2026)
by: Min, Zijun, et al.
Published: (2026)
HyperSMOTE: A Hypergraph-based Oversampling Approach for Imbalanced Node Classifications
by: Zhao, Ziming, et al.
Published: (2024)
by: Zhao, Ziming, et al.
Published: (2024)
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction
by: Yu, Leisheng, et al.
Published: (2025)
by: Yu, Leisheng, et al.
Published: (2025)
Knowledge-Data Dually Driven Paradigm for Accurate Landslide Susceptibility Prediction under Data-Scarce Conditions Using Geomorphic Priors and Tabular Foundation Model
by: Yang, Yuting, et al.
Published: (2026)
by: Yang, Yuting, et al.
Published: (2026)
Bilevel Hypergraph Networks for Multi-Modal Alzheimer's Diagnosis
by: Aviles-Rivero, Angelica I., et al.
Published: (2024)
by: Aviles-Rivero, Angelica I., et al.
Published: (2024)
SPHINX: Structural Prediction using Hypergraph Inference Network
by: Duta, Iulia, et al.
Published: (2024)
by: Duta, Iulia, et al.
Published: (2024)
FEM-Informed Hypergraph Neural Networks for Efficient Elastoplasticity
by: Yang, Jianchuan, et al.
Published: (2026)
by: Yang, Jianchuan, et al.
Published: (2026)
Similar Items
-
Multitask Learning for Earth Observation Data Classification with Hybrid Quantum Network
by: Fan, Fan, et al.
Published: (2026) -
Hypergraph Neural Network with State Space Models for Node Classification
by: Quadir, A., et al.
Published: (2025) -
Hypergraph Transformer for Semi-Supervised Classification
by: Liu, Zexi, et al.
Published: (2023) -
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification
by: Bae, Chaewoon, et al.
Published: (2025) -
Ada-HGNN: Adaptive Sampling for Scalable Hypergraph Neural Networks
by: Wang, Shuai, et al.
Published: (2024)