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Hyper-relational interaction modeling in multi-modal trajectory prediction for intelligent connected vehicles in smart cites Journal article
Lu, Yuhuan, Wang, Wei, Bai, Rufan, Zhou, Shengwei, Garg, Lalit, Bashir, Ali Kashif, Jiang, Weiwei, Hu, Xiping. Hyper-relational interaction modeling in multi-modal trajectory prediction for intelligent connected vehicles in smart cites[J]. Information Fusion, 2025, 114, 102682.
Authors:  Lu, Yuhuan;  Wang, Wei;  Bai, Rufan;  Zhou, Shengwei;  Garg, Lalit; et al.
Favorite | TC[WOS]:10 TC[Scopus]:15  IF:14.7/16.1 | Submit date：2025/01/22
Hypergraph Attention Networks  Intelligent Connected Vehicles  Interaction Modeling  Multi-modal Trajectory Prediction  
The Structure-sharing Hypergraph Reasoning Attention Module for CNNs Journal article
Wang, Jingchao, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Xie, Fenfang. The Structure-sharing Hypergraph Reasoning Attention Module for CNNs[J]. Expert Systems with Applications, 2025, 259, 125240.
Authors:  Wang, Jingchao;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2025/01/22
Attention Mechanism  Hypergraph  Structure-sharing  
Hypergraph-Based Multitask Feature Selection with Temporally Constrained Group Sparsity Learning on fMRI Journal article
Qu, Youzhi, Fu, Kai, Wang, Linjing, Zhang, Yu, Wu, Haiyan, Liu, Quanying. Hypergraph-Based Multitask Feature Selection with Temporally Constrained Group Sparsity Learning on fMRI[J]. Mathematics, 2024, 12(11), 1733.
Authors:  Qu, Youzhi;  Fu, Kai;  Wang, Linjing;  Zhang, Yu;  Wu, Haiyan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.3/2.2 | Submit date：2024/07/04
Feature Selection  Fmri  Hypergraph  Multitask Learning  
A Survey on Hypergraph Representation Learning Journal article
Antelmi, Alessia, Cordasco, Gennaro, Polato, Mirko, Scarano, Vittorio, Spagnuolo, Carmine, Yang, Dingqi. A Survey on Hypergraph Representation Learning[J]. ACM Computing Surveys, 2024, 56(1), 24.
Authors:  Antelmi, Alessia;  Cordasco, Gennaro;  Polato, Mirko;  Scarano, Vittorio;  Spagnuolo, Carmine; et al.
Favorite | TC[WOS]:41 TC[Scopus]:57  IF:23.8/21.1 | Submit date：2023/08/12
Hypergraph Representation Learning  Hypergraph Embedding  Hypergraph Neural Networks  Hypergraph Convolution  Hypergraph Attention  
LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks Journal article
Yang, Dingqi, Qu, Bingqing, Yang, Jie, Cudre-Mauroux, Philippe. LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 4(4), 843-1855.
Authors:  Yang, Dingqi;  Qu, Bingqing;  Yang, Jie;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:55 TC[Scopus]:57  IF:8.9/8.8 | Submit date：2022/07/18
User Mobility  Social Relationship  Location-based Social Network  Heterogeneous Hypergraph  Graph Embedding  
Data Representation by Joint Hypergraph Embedding and Sparse Coding (Extended Abstract) Conference paper
Guo Zhong, Chi-Man Pun. Data Representation by Joint Hypergraph Embedding and Sparse Coding (Extended Abstract)[C]:IEEE Computer Society, 2023, 3781 - 3782.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[Scopus]:0 | Submit date：2023/08/21
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
Data Representation by Joint Hypergraph Embedding and Sparse Coding Journal article
Guo Zhong, Chi-Man Pun. Data Representation by Joint Hypergraph Embedding and Sparse Coding[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 34(5), 2106-2119.
Authors:  Guo Zhong;  Chi-Man Pun
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:8.9/8.8 | Submit date：2022/05/13
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Yiyang Yang, Sucheng Deng, Juan Lu, Yuhong Li, Zhiguo Gong, Leong Hou U, Zhifeng Hao. GraphLSHC: Towards large scale spectral hypergraph clustering[J]. Information Sciences, 2021, 544, 117-134.
Authors:  Yiyang Yang;  Sucheng Deng;  Juan Lu;  Yuhong Li;  Zhiguo Gong; et al.
Favorite | TC[WOS]:24 TC[Scopus]:25  IF:0/0 | Submit date：2021/03/09
Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
Revisiting Nyström extension for hypergraph clustering Journal article
Zhong,Guo, Pun,Chi Man. Revisiting Nyström extension for hypergraph clustering[J]. Neurocomputing, 2020, 403, 247-256.
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:5.5/5.5 | Submit date：2021/03/11
Hypergraph Clustering  Incidence Matrix  Large-scale Clustering  Nyström Extension  Sampling  
HpLapGCN: Hypergraph p-Laplacian graph convolutional networks Journal article
Fu, Sichao, Liu, Weifeng, Zhou, Yicong, Nie, Liqiang. HpLapGCN: Hypergraph p-Laplacian graph convolutional networks[J]. Neurocomputing, 2019, 362, 166-174.
Authors:  Fu, Sichao;  Liu, Weifeng;  Zhou, Yicong;  Nie, Liqiang
Favorite | TC[WOS]:39 TC[Scopus]:46  IF:5.5/5.5 | Submit date：2022/05/17
Graph Convolutional Networks  Hypergraph  P-laplacian