程东东｜长江师范学院｜学者主页

期刊论文

2026

Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data

Dongdong Cheng, Xiaocui Jiang, Shu-Yin Xia, Guo-Yin Wang, Jin-Long Huang, Sulan Zhang, Yi Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2026

GBSK: Skeleton Clustering via Granular-ball Computing and Multi-Sampling for Large-Scale Data

Yewang Chen, Junfeng Li, Shuyin Xia, Qinghong Lai, Xinbo Gao, Guoyin Wang, Dongdong Cheng, Yi Liu, Yi Wang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

Pseudo-label-Based Unsupervised Granular-Ball Division and Fast Spectral Clustering for High-Dimensional Data

Dongdong Cheng, Xiaocui Jiang, Shu-Yin Xia, Guo-Yin Wang

IEEE International Conference on Data Engineering

DOI

2025

Fast Minimum Spanning Tree Clustering Algorithm Based on Granular-Ball Computing

Xiaocui Jiang, Dongdong Cheng, Jinlong Huang, Sulan Zhang

Lecture notes in computer science

DOI

2024

Granular-ball computing-based manifold clustering algorithms for ultra-scalable data

Dongdong Cheng, Shushu Liu, Shuyin Xia, Guoyin Wang

Expert Systems With Applications，Vol. 247

DOI

2024

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm

Dongdong Cheng, Cheng Zhang, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Jiang Xie

Information Sciences

DOI

2024

Granular-ball-based Fast Spectral Embedding Clustering Algorithm for Large-Scale Data

Shushu Liu, Dongdong Cheng, Jiang Xie

International Conference on Machine Learning and Computing (ICMLC)

DOI

2023

A novel outlier detecting algorithm based on the outlier turning points

Jinlong Huang, Dongdong Cheng, Sulan Zhang

Expert Systems With Applications，Vol. 231

DOI

2023

Searching natural neighbors in an accelerated way

Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang

Engineering Applications of Artificial Intelligence

DOI

2023

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

Dongdong Cheng, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

A co-training method based on parameter-free and single-step unlabeled data selection strategy with natural neighbors

Yanlu Gong, Quanwang Wu, Dongdong Cheng

International Journal of Machine Learning and Cybernetics

DOI

2023

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Human-machine Hybrid Swarm Intelligence

Guoyin Wang, Dongdong Cheng, Deyou Xia, Hai-Huan Jiang

Machine Intelligence Research

DOI

2022

A robust method based on locality sensitive hashing for K-nearest neighbors searching

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Quanwang Wu

Wireless Networks

DOI

2022

ASNN: Accelerated Searching for Natural Neighbors

Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang

Communications in computer and information science

DOI

2022

A Novel Clustering Algorithm with Dynamic Boundary Extraction Strategy Based on Local Gravitation

Jiangmei Luo, Qingsheng Zhu, Junnan Li, Dongdong Cheng, Mingqiang Zhou

Lecture notes in computer science

DOI

2021

Corrigendum to Intrusion detection based on improved density peak clustering for imbalanced data on sensor-cloud systems Journal of Systems Architecture volume 118 (2021) 102212

Ming Yan, Yewang Chen, Xiaoliang Hu, Dongdong Cheng, Yi Chen, Ji-Xiang Du

Journal of Systems Architecture

DOI

2021

Hierarchical Clustering Based on Local Cores and Sharing Concept

Jinxin Shi, Qingsheng Zhu, Junnan Li, Ji Liu, Dongdong Cheng

IEEE Annual Computers, Software, and Applications Conference (COMPSAC)

DOI

2021

Intrusion detection based on improved density peak clustering for imbalanced data on sensor-cloud systems

Ming Yan, Yewang Chen, Xiaoliang Hu, Dongdong Cheng, Yi Chen, Ji‐Xiang Du

Journal of Systems Architecture

DOI

2021

Density decay graph-based density peak clustering

Zhiyong Zhang, Qingsheng Zhu, Fan Zhu, Junnan Li, Dongdong Cheng, Yi Liu, Jiangmei Luo

Knowledge-Based Systems

DOI

2021

A Novel Approximate Spectral Clustering Algorithm With Dense Cores and Density Peaks

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Xiaohua Zhang, Xin Luo

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2020

An effective framework based on local cores for self-labeled semi-supervised classification

Junnan Li, Qingsheng Zhu, Quanwang Wu, Dongdong Cheng

Knowledge-Based Systems

DOI

2020

Dense members of local cores-based density peaks clustering algorithm

Dongdong Cheng, Sulan Zhang, Jinlong Huang

Knowledge-Based Systems

DOI

2019

基于自然邻居的聚类分析和离群检测算法研究 = Clustering analysis and outlier detection based on natural neighbor

程东东

《上海交通大学出版社》

2019

Clustering with Local Density Peaks-Based Minimum Spanning Tree

Dongdong Cheng, Qingsheng Zhu, Jinlong Huang, Quanwang Wu, Lijun Yang

IEEE Transactions on Knowledge and Data Engineering

DOI

2019

A Novel Hybrid Clustering Algorithm Based on Minimum Spanning Tree of Natural Core Points

Jinlong Huang, Ru Xu, Dongdong Cheng, Sulan Zhang, Ke-ke Shang

IEEE Access

DOI

2019

Improved Density Peaks Clustering Based on Shared-Neighbors of Local Cores for Manifold Data Sets

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Huijun Liu

IEEE Access

DOI

2018

基于局部核心点的聚类算法与度量研究

程东东

《重庆大学》

预印本

2026

GBKT-ADE: An adaptive differential evolution framework driven by granular-ball guidance and knowledge transfer for dynamic influence maximization

Bin Hou, Guoyin Wang, Dongdong Cheng, Degang Chen

SSRN Electronic Journal

DOI

2022

A novel cluster internal evaluation index based on hyper-balls

Jiang Xie, Pengfei Zhao, Shuyin Xia, Guoyin Wang, Dongdong Cheng

arXiv preprint

程东东

精选作品

期刊论文

Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data

GBSK: Skeleton Clustering via Granular-ball Computing and Multi-Sampling for Large-Scale Data

Pseudo-label-Based Unsupervised Granular-Ball Division and Fast Spectral Clustering for High-Dimensional Data

Fast Minimum Spanning Tree Clustering Algorithm Based on Granular-Ball Computing

Granular-ball computing-based manifold clustering algorithms for ultra-scalable data

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm

Granular-ball-based Fast Spectral Embedding Clustering Algorithm for Large-Scale Data

A novel outlier detecting algorithm based on the outlier turning points

Searching natural neighbors in an accelerated way

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

A co-training method based on parameter-free and single-step unlabeled data selection strategy with natural neighbors

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters

Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Human-machine Hybrid Swarm Intelligence

A robust method based on locality sensitive hashing for K-nearest neighbors searching

ASNN: Accelerated Searching for Natural Neighbors

A Novel Clustering Algorithm with Dynamic Boundary Extraction Strategy Based on Local Gravitation

Corrigendum to Intrusion detection based on improved density peak clustering for imbalanced data on sensor-cloud systems Journal of Systems Architecture volume 118 (2021) 102212

Hierarchical Clustering Based on Local Cores and Sharing Concept

Intrusion detection based on improved density peak clustering for imbalanced data on sensor-cloud systems

Density decay graph-based density peak clustering

A Novel Approximate Spectral Clustering Algorithm With Dense Cores and Density Peaks

An effective framework based on local cores for self-labeled semi-supervised classification

Dense members of local cores-based density peaks clustering algorithm

基于自然邻居的聚类分析和离群检测算法研究 = Clustering analysis and outlier detection based on natural neighbor

Clustering with Local Density Peaks-Based Minimum Spanning Tree

A Novel Hybrid Clustering Algorithm Based on Minimum Spanning Tree of Natural Core Points

Improved Density Peaks Clustering Based on Shared-Neighbors of Local Cores for Manifold Data Sets

基于局部核心点的聚类算法与度量研究

预印本

GBKT-ADE: An adaptive differential evolution framework driven by granular-ball guidance and knowledge transfer for dynamic influence maximization

A novel cluster internal evaluation index based on hyper-balls

研究方向