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Works (20)

Multiview Clustering via Block Diagonal Graph Filtering

IEEE Transactions on Neural Networks and Learning Systems
2025 | Journal article
DOI: 10.1109/TNNLS.2025.3543219
Contributors: Haonan Xin; Danyang Wu; Jitao Lu; Rong Wang; Feiping Nie; Xuelong Li
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Enhancing Clustering Performance With Tensorized High-Order Bipartite Graphs: A Structured Graph Learning Approach

IEEE Transactions on Circuits and Systems for Video Technology
2025-03 | Journal article
DOI: 10.1109/TCSVT.2024.3492045
Contributors: Zihua Zhao; Zhe Cao; Haonan Xin; Rong Wang; Danyang Wu; Zhen Wang; Feiping Nie
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Parallel Seeds: From Foundation Models to Foundation Intelligence for Agricultural Sustainability

IEEE/CAA Journal of Automatica Sinica
2025-03 | Journal article
DOI: 10.1109/JAS.2024.124914
Contributors: Laiyi Fu; Shunkang Ling; Danyang Wu; Mengzhen Kang; Fei-Yue Wang; Hequan Sun
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Adaptive Local Modularity Learning for Efficient Multilayer Graph Clustering

IEEE Transactions on Signal Processing
2024 | Journal article
DOI: 10.1109/TSP.2024.3385654
Contributors: Danyang Wu; Penglei Wang; Junjie Liang; Jitao Lu; Jin Xu; Rong Wang; Feiping Nie
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Bidirectional Fusion With Cross-View Graph Filter for Multi-View Clustering

IEEE Transactions on Knowledge and Data Engineering
2024 | Journal article
DOI: 10.1109/TKDE.2024.3413682
Contributors: Xiaojun Yang; Tuoji Zhu; Danyang Wu; Penglei Wang; Yujia Liu; Feiping Nie
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Bidirectional Probabilistic Subspaces Approximation for Multiview Clustering

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2022.3217032
Contributors: Danyang Wu; Xia Dong; Jianfu Cao; Rong Wang; Feiping Nie; Xuelong Li
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Cross-View Approximation on Grassmann Manifold for Multiview Clustering

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2024.3388192
Contributors: Yidan Ma; Xinjie Shen; Danyang Wu; Jianfu Cao; Feiping Nie
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Crossref

Joint Structured Bipartite Graph and Row-Sparse Projection for Large-Scale Feature Selection

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2024.3389029
Contributors: Xia Dong; Feiping Nie; Danyang Wu; Rong Wang; Xuelong Li
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Crossref

Multi-View and Multi-Order Structured Graph Learning

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2023.3279133
Contributors: Rong Wang; Penglei Wang; Danyang Wu; Zhensheng Sun; Feiping Nie; Xuelong Li
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Crossref

EBMGC-GNF: Efficient Balanced Multi-View Graph Clustering via Good Neighbor Fusion

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024-12 | Journal article
DOI: 10.1109/TPAMI.2024.3398220
Contributors: Danyang Wu; Zhenkun Yang; Jitao Lu; Jin Xu; Xiangmin Xu; Feiping Nie
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Crossref

Simple Multigraph Convolution Networks

2024-05-13 | Conference paper
DOI: 10.1145/3589335.3651560
Contributors: Danyang Wu; Xinjie Shen; Jitao Lu; Jin Xu; Feiping Nie
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A Novel Normalized-Cut Solver With Nearest Neighbor Hierarchical Initialization

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024-01 | Journal article
DOI: 10.1109/TPAMI.2023.3279394
Contributors: Feiping Nie; Jitao Lu; Danyang Wu; Rong Wang; Xuelong Li
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Multi-view Graph Clustering via Efficient Global-Local Spectral Embedding Fusion

2023-10-26 | Conference paper
DOI: 10.1145/3581783.3612190
Contributors: Penglei Wang; Danyang Wu; Rong Wang; Feiping Nie
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Crossref

Effective Clustering via Structured Graph Learning

IEEE Transactions on Knowledge and Data Engineering
2022 | Journal article
DOI: 10.1109/TKDE.2022.3222411
Contributors: Danyang Wu; Feiping Nie; Jitao Lu; Rong Wang; Xuelong Li
Source: check_circle
Crossref

Parameter-Free Consensus Embedding Learning for Multiview Graph-Based Clustering

IEEE Transactions on Neural Networks and Learning Systems
2022-12 | Journal article
DOI: 10.1109/TNNLS.2021.3087162
Contributors: Danyang Wu; Feiping Nie; Xia Dong; Rong Wang; Xuelong Li
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Crossref

Balanced Graph Cut With Exponential Inter-Cluster Compactness

IEEE Transactions on Artificial Intelligence
2022-08 | Journal article
DOI: 10.1109/TAI.2021.3123126
Contributors: Danyang Wu; Feiping Nie; Jitao Lu; Rong Wang; Xuelong Li
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Crossref

Truncated Robust Principle Component Analysis With A General Optimization Framework

IEEE Transactions on Pattern Analysis and Machine Intelligence
2022-02-01 | Journal article
DOI: 10.1109/TPAMI.2020.3027968
Contributors: Feiping Nie; Danyang Wu; Rong Wang; Xuelong Li
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Crossref

Multi-View Clustering Based on Invisible Weights

IEEE Signal Processing Letters
2021 | Journal article
DOI: 10.1109/LSP.2021.3079721
Contributors: Ziheng Li; Danyang Wu; Feiping Nie; Rong Wang; Zhensheng Sun; Xuelong Li
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Crossref

Double-Attentive Principle Component Analysis

IEEE Signal Processing Letters
2020 | Journal article
DOI: 10.1109/LSP.2020.3027462
Contributors: Danyang Wu; Han Zhang; Feiping Nie; Rong Wang; Chao Yang; Xiaoxue Jia; Xuelong Li
Source: check_circle
Crossref

Self-Weighted Clustering With Adaptive Neighbors

IEEE Transactions on Neural Networks and Learning Systems
2020-09 | Journal article
DOI: 10.1109/TNNLS.2019.2944565
Contributors: Feiping Nie; Danyang Wu; Rong Wang; Xuelong Li
Source: check_circle
Crossref
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