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1. Localized version of hypergraph Erdos-Gallai Theorem NSTL国家科技图书文献中心

Zhao, Kai |  Zhang, Xiao-Dong -  《Discrete mathematics》 - 2025,348(1) - 共13页

摘要: uniform hypergraph H is defined with respect to the | . This result strengthens and extends the hypergraph | The weight function of an edge in an n-vertex |  number of edges in the longest Berge path containing |  the edge. We prove that the summation of the weight
关键词: Hypergraph |  Berge path |  Erdos-Gallai Theorem |  Weight function

2. The Structure-sharing Hypergraph Reasoning Attention Module for CNNs NSTL国家科技图书文献中心

Jingchao Wang |  Guoheng Huang... -  《Expert Systems with Application》 - 2025,259(Jan.) - 125240.1~125240.10 - 共10页

摘要: propose the Structure-sharing Hypergraph Reasoning |  similarity among nodes via hypergraph learning. SHRA Module |  transforms the input CNN feature maps into hypergraph node |  of learnable hypergraph convolutions. When |  performing the hypergraph convolution, the SHRA Module
关键词: Attention mechanism |  Hypergraph |  Structure-sharing

3. HHP: A Hybrid Partitioner for Large-Scale Hypergraph NSTL国家科技图书文献中心

Junlin Shang |  Zhenyu Zhang... -  《Advanced Data Mining and Applications,Part III》 -  International Conference on Advanced Data Mining and Applications - 2025, - 114~129 - 共16页

摘要: crucial for distributed systems that utilize hypergraph | -structured data. Hypergraph partitioners can be classified |  hypergraph partitioner, the Hybrid Hypergraph Partitioner |  consumption by splitting the hypergraph into two sub | -hypergraph, followed by an online strategy that uses the
关键词: Hypergraph partitioning |  Streaming |  Neighborhood expansion |  Hybrid partitioning

4. Heterogeneous Hypergraph Polynomial Learning for Herb Recommendation NSTL国家科技图书文献中心

Yao Xiao |  Jin Liu... -  《Database Systems for Advanced Applications,Part III》 -  International Conference on Database Systems for Advanced Applications |  International Workshop on Big Data Management and Service |  International Workshop on Graph Data Management and Analysis |  International Workshop on Big Data Quality Management |  Workshop on Emerging Results inData Science and Engineering - 2025, - 313~322 - 共10页

摘要: Heterogeneous Hypergraph Polynomial Learning (HPPL). First, we |  construct the heterogeneous hypergraph according to the | Herb recommendation aims to recommend a set of |  herbs based on the patients' symptoms. Although the |  existing graph representation learning methods obtain
关键词: Herb recommendation |  Traditional chinese medicine |  Heterogeneous hypergraph |  Representation learning

5. Dual Hypergraph Convolution Networks for Image Forgery Localization NSTL国家科技图书文献中心

Jiahao Huang |  Xiaochen Yuan... -  《Pattern Recognition,Part XXII》 -  International Conference on Pattern Recognition - 2025, - 334~345 - 共12页

摘要:. Therefore, we propose a novel Dual Hypergraph Convolution | -wise hyper-graph convolution branches to refine the | The continual advancement of image editing |  techniques has made manipulated images easier to create | . Improper use may lead to the proliferation of forged
关键词: Image forgery localization |  Hypergraph |  Hypergraph convolution networks

6. High-Order Recommendation with Heterophilic Hypergraph Diffusion NSTL国家科技图书文献中心

Darnbi Sakong |  Thanh Trung Huynh... -  《Databases Theory and Applications》 -  Australasian Database Conference - 2025, - 114~127 - 共14页

摘要:, a novel wavelet-based hypergraph diffusion | Collaborative Filtering (CF) is a crucial task |  in recommendation systems, aimed at predicting user |  preferences based on the behaviors and preferences of |  similar users. While traditional CF techniques have
关键词: Recommendation system |  Hypergraph diffusion |  Heterophily

7. I2HGNN: Iterative Interpretable HyperGraph Neural Network for semi-supervised classification NSTL国家科技图书文献中心

Zhang, Hongwei |  Wang, Saizhuo... -  《Neural Networks》 - 2025,183 - Article 106929~Article 106929 - 共11页

摘要: propose a novel hypergraph neural network named I2HGNN |  significance of node features and hypergraph topology across |  of hypergraph node classification across nearly all | Learning on hypergraphs has garnered |  significant attention recently due to their ability to
关键词: Iterative algorithm |  Hypergraph |  Optimization |  Classification

8. A topological property of a hypergraph assigned to commutative rings NSTL国家科技图书文献中心

Selvakumar, K. |  Jemi, J. Beautlin... -  《Journal of algebra and its applications》 - 2025,24(3) - 共23页

摘要: hypergraph, namely 3-zero divisor hypergraph assigned to a |  hyperedge of 3-zero-divisor hypergraph of Z(n). | Studying algebraic structures via graphs and |  hypergraphs assigned to them can be of interest. Especially | , computing the genus of a graph as a topological index
关键词: Hypergraph |  zero-divisor graph |  incidence graph |  genus |  crosscap

9. Incomplete multi-view clustering based on hypergraph NSTL国家科技图书文献中心

Chen, Jin |  Xu, Huafu... -  《Information Fusion》 - 2025,117 - 共14页

摘要: on hypergraph (IMVC_HG). Specifically, we use a |  hypergraph to reconstruct missing views, which can better | The graph-based incomplete multi-view |  clustering aims at integrating information from multiple |  views and utilizes graph models to capture the global
关键词: Incomplete multi-view clustering |  Graph learning |  Hypergraph |  Non-negative matrix factorization

10. A systematic study of intercropping agricultural system using fuzzy and inverse fuzzy hypersoft hypergraph NSTL国家科技图书文献中心

Keerthana, R. |  Venkatesh, S. -  《Journal of Applied Mathematics and Computing》 - 2025,71(3) - 4067~4094 - 共28页

摘要:The fuzzy hypergraph theory is a significant |  article, we introduce fuzzy hypersoft hypergraph (FHSHG |  hypergraph (IFHSHG) and strong hypersoft hypergraph (SHSHG |  framework for effectively handling the uncertain |  information prevailing in the multi-dimensional
关键词: Fuzzy Hypersoft Hypergraph |  Inverse Fuzzy Hypersoft Hypergraph |  Strong Hypersoft Hypergraph |  Centrality measures |  Intercropping
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