Density core-based clustering algorithm with dynamic scanning radius. - Jiang Xie 002; Zhong-Yang Xiong; Yu-Fang Zhang; Yong Feng 002; Jie Ma 001 (Knowl. Based Syst., 2018)

A novel clustering algorithm based on the natural reverse nearest neighbor structure. - Qi-Zhu Dai; Zhong-Yang Xiong; Jiang Xie 002; Xiao-Xia Wang; Yu-Fang Zhang; Jia-Xing Shang (Inf. Syst., 2019)

A new internal index based on density core for clustering validation. - Jiang Xie 002; Zhong-Yang Xiong; Qi-Zhu Dai; Xiao-Xia Wang; Yu-Fang Zhang (Inf. Sci., 2020)

A local-gravitation-based method for the detection of outliers and boundary points. - Jiang Xie 002; Zhongyang Xiong; Qi-Zhu Dai; Xiao-Xia Wang; Yu-Fang Zhang (Knowl. Based Syst., 2020)

A density-core-based clustering algorithm with local resultant force. - Xiao-Xia Wang; Yu-Fang Zhang; Jiang Xie 002; Qi-Zhu Dai; Zhong-Yang Xiong; Jing-Pei Dan (Soft Comput., 2020)

An adaptive granularity clustering method based on hyper-ball. - Shuyin Xia; Jiang Xie 002; Guo-Yin Wang 001 (CoRR, 2022)

A novel cluster internal evaluation index based on hyper-balls. - Jiang Xie 002; Pengfei Zhao; Shuyin Xia; Guoyin Wang 001; Dongdong Cheng (CoRR, 2022)

GBMST: An Efficient Minimum Spanning Tree Clustering Based on Granular-Ball Computing. - Jiang Xie 002; Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2023)

Research on Efficient Fuzzy Clustering Method Based on Local Fuzzy Granular balls. - Jiang Xie 002; Qiao Deng; Shuyin Xia; Yangzhou Zhao; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2023)

An Efficient Spectral Clustering Algorithm Based on Granular-Ball. - Jiang Xie 002; Weiyu Kong; Shuyin Xia; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Knowl. Data Eng., 2023)

W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure. - Jiang Xie 002; Chunfeng Hua; Shuyin Xia; Yuxin Cheng; Guoyin Wang 001; Xinbo Gao 001 (ICDE, 2024)

An Efficient Fuzzy Stream Clustering Method Based on Granular-Ball Structure. - Jiang Xie 002; Minggao Dai; Shuyin Xia; Jinajinz Zhang; Guoyin Wang 001; Xinbo Gao 001 (ICDE, 2024)

Granular-ball-based Fast Spectral Embedding Clustering Algorithm for Large-Scale Data. - Shushu Liu; Dongdong Cheng; Jiang Xie 002 (ICMLC, 2024)

Explicit Facial Attribute Disentanglement for Hierarchical Relationships Detection. - Pan Sun; Hong Yu 007; Jiang Xie 002; Jiaxu Leng; Ye Wang 006 (NCAA (3), 2024)

GBCT: An Efficient and Adaptive Granular-Ball Clustering Algorithm for Complex Data. - Shuyin Xia; Bolun Shi; Yifan Wang; Jiang Xie 002; Guoyin Wang 001; Xinbo Gao 001 (CoRR, 2024)

An adaptive density clustering approach with multi-granularity fusion. - Jiang Xie 002; Lian Jiang; Shuyin Xia; Xuexin Xiang; Guoyin Wang 001 (Inf. Fusion, 2024)

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm. - Dongdong Cheng; Cheng Zhang; Ya Li; Shuyin Xia; Guoyin Wang 001; Jinlong Huang; Sulan Zhang; Jiang Xie 002 (Inf. Sci., 2024)

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters. - Dongdong Cheng; Jinlong Huang; Sulan Zhang; Shuyin Xia; Guoyin Wang 001; Jiang Xie 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods. - Jiang Xie 002; Xuexin Xiang; Shuyin Xia; Lian Jiang; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs. - Jie Ma 001; Ning Qu; Zhitao Gao 003; Rui Xing; Jun Liu 002; Hongbin Pei; Jiang Xie 002; Linyun Song; Pinghui Wang; Jing Tao; Zhou Su (CoRR, 2025)

GBCT: Efficient and Adaptive Clustering via Granular-Ball Computing for Complex Data. - Shuyin Xia; Bolun Shi; Yifan Wang; Jiang Xie 002; Guoyin Wang 001; Xinbo Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

GCFA: Generative class feature fusion with agent attention for medical text classification. - Ye Wang 006; Qingyan Wang; Hong Yu 007; Jiang Xie 002; Feng Hu 001; Xiaoling Wang; Dajiang Lei (Inf. Fusion, 2026)