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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  
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  
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  
Streamflow and surface soil moisture simulation capacity of high-resolution Satellite-derived precipitation estimate datasets: A case study in Xijiang river basin, China Journal article
Fei, Kai, Chen, Mengye, Zhou, Yuanyuan, Du, Haoxuan, Deng, Sucheng, Gao, Liang. Streamflow and surface soil moisture simulation capacity of high-resolution Satellite-derived precipitation estimate datasets: A case study in Xijiang river basin, China[J]. JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2022, 42.
Authors:  Fei, Kai;  Chen, Mengye;  Zhou, Yuanyuan;  Du, Haoxuan;  Deng, Sucheng; et al.
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:4.7/5.0 | Submit date：2022/08/02
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  
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]:22 TC[Scopus]:24  IF:0/0 | Submit date：2021/03/09
Clustering  Hypergraph  Machine Learning  Unsupervised Learning