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Module-based graph pooling for graph classification Journal article
Deng, Sucheng, Yang, Geping, Yang, Yiyang, Gong, Zhiguo, Chen, Can, Chen, Xiang, Hao, Zhifeng. Module-based graph pooling for graph classification[J]. Pattern Recognition, 2024, 154, 110606.
Authors:  Deng, Sucheng;  Yang, Geping;  Yang, Yiyang;  Gong, Zhiguo;  Chen, Can; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2024/06/05
Graph Classification  Graph Neural Network  Graph Pooling  
Landmark-based k-factorization multi-view subspace clustering Journal article
Fang, Yuan, Yang, Geping, Chen, Xiang, Gong, Zhiguo, Yang, Yiyang, Chen, Can, Hao, Zhifeng. Landmark-based k-factorization multi-view subspace clustering[J]. Information Sciences, 2024, 667, 120480.
Authors:  Fang, Yuan;  Yang, Geping;  Chen, Xiang;  Gong, Zhiguo;  Yang, Yiyang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0/0 | Submit date：2024/05/16
Graph Alignment  K-factorization  Landmarks  Large-scale  Multi-view Clustering  Subspace Clustering  
UP-DPC: Ultra-scalable parallel density peak clustering Journal article
Ma, Luyao, Yang, Geping, Yang, Yiyang, Chen, Xiang, Lu, Juan, Gong, Zhiguo, Hao, Zhifeng. UP-DPC: Ultra-scalable parallel density peak clustering[J]. Information Sciences, 2024, 660, 120114.
Authors:  Ma, Luyao;  Yang, Geping;  Yang, Yiyang;  Chen, Xiang;  Lu, Juan; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:0/0 | Submit date：2024/04/02
Clustering  Density Peak Estimation  Large-scale  Parallel Computation  Scalability  
Correlated Self-Trapped Excitons and Free Excitons with Intermediate Exciton-Phonon Coupling in 2D Mixed-Halide Perovskites Journal article
Yang, Cheng, Wei, Qi, Gong, Yiyang, Long, Mingzhu, Zhou, Guofu, Xing, Guichuan, Wu, Bo. Correlated Self-Trapped Excitons and Free Excitons with Intermediate Exciton-Phonon Coupling in 2D Mixed-Halide Perovskites[J]. Journal of Physical Chemistry Letters, 2023, 14(44), 10046 - 10053.
Authors:  Yang, Cheng;  Wei, Qi;  Gong, Yiyang;  Long, Mingzhu;  Zhou, Guofu; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.8/5.3 | Submit date：2024/01/10
LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering Journal article
Yang,Geping, Deng,Sucheng, Chen,Can, Yang,Yiyang, Gong,Zhiguo, Chen,Xiang, Hao,Zhifeng. LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(10), 10035 – 10047.
Authors:  Yang,Geping;  Deng,Sucheng;  Chen,Can;  Yang,Yiyang;  Gong,Zhiguo; et al.
Favorite | TC[WOS]:6 TC[Scopus]:4  IF:8.9/8.8 | Submit date：2023/08/03
Spectral Clustering  Data Quantization  Scalability  Ensemble Clustering  
FastDEC: Clustering by Fast Dominance Estimation Conference paper
Geping Yang, Hongzhang Lv, Yiyang Yang, Zhiguo Gong, Xiang Chen, Zhifeng Hao. FastDEC: Clustering by Fast Dominance Estimation[C]. Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas:Springer Science and Business Media Deutschland GmbH, 2023, 138-156.
Authors:  Geping Yang;  Hongzhang Lv;  Yiyang Yang;  Zhiguo Gong;  Xiang Chen; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2023/08/03
Clustering  Density Estimation  k Nearest Neighbors  
RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering Journal article
Yang, Geping, Deng, Sucheng, Chen, Xiang, Chen, Can, Yang, Yiyang, Gong, Zhiguo, Hao, Zhifeng. RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering[J]. PATTERN RECOGNITION, 2022, 137, 109275.
Authors:  Yang, Geping;  Deng, Sucheng;  Chen, Xiang;  Chen, Can;  Yang, Yiyang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:10  IF:7.5/7.6 | Submit date：2023/02/28
Large-scale  Machine Learning  Spectral Clustering  Unsupervised Learning  
Nonlinear Infrared Photodetection Based on Strong Nondegenerate Two‐Photon Absorption of Perovskite Single Crystal Journal article
Wei Wang, Qi Wei, Yiyang Gong, XING GUICHUAN, Bo Wu, Guofu Zhou. Nonlinear Infrared Photodetection Based on Strong Nondegenerate Two‐Photon Absorption of Perovskite Single Crystal[J]. Advanced Optical Materials, 2022, 10(16), 2200400.
Authors:  Wei Wang;  Qi Wei;  Yiyang Gong;  XING GUICHUAN;  Bo Wu; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:8.0/9.0 | Submit date：2023/08/30
Metal-halide Perovskite  Nonlinear Optics  
Nonlinear Infrared Photodetection Based on Strong Nondegenerate Two-Photon Absorption of Perovskite Single Crystal Journal article
Wang, Wei, Wei, Qi, Gong, Yiyang, Xing, Guichuan, Wu, Bo, Zhou, Guofu. Nonlinear Infrared Photodetection Based on Strong Nondegenerate Two-Photon Absorption of Perovskite Single Crystal[J]. Advanced Optical Materials, 2022, 10(16), 2200400.
Authors:  Wang, Wei;  Wei, Qi;  Gong, Yiyang;  Xing, Guichuan;  Wu, Bo; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:8.0/9.0 | Submit date：2022/06/14
Infrared Photodetection  Nondegenerate Two-photon Absorption  Perovskite Single Crystals  
LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering Conference paper
Geping Yang, Sucheng Deng, Yiyang Yang, Zhiguo Gong, Xiang Chen, Zhifeng Hao. LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering[C], 2022, 556-573.
Authors:  Geping Yang;  Sucheng Deng;  Yiyang Yang;  Zhiguo Gong;  Xiang Chen; et al.
Favorite | TC[WOS]:4 TC[Scopus]:3 | Submit date：2022/08/05
Spectral Clustering  Data Quantization  Machine Learning  Scalability