光电与智能研究院

科研成果

每年的科研成果 2003 2020 2021 2022 2023 2024 2025 2025

• 1249 文章
• 305 会议稿件
• 31 会议文章
• 27 论文
• 39 更多
  • 14 文献综述
  • 10 快报
  • 7 社论
  • 4 评论/辩论
  • 3 短篇评述
  • 1 章节

每年的科研成果

每年的科研成果

搜索结果

• 2025

  3D Self-triggered-organized Communication Topology Based UAV Swarm Consensus System with Distributed Extended State Observer

  Xiao, H., Yang, Y., Yu, D., Lai, G. & Chen, C. L. P., 2025, (已接受/待刊) 在: IEEE Transactions on Network Science and Engineering.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Unmanned Aerial Vehicle 100%
  • Extended State Observer 100%
  • Control System 25%
  • Computational Complexity 25%
  • Simulation Experiment 25%

• Actor-critic-disturbance reinforcement learning algorithm-based fast finite-time stability of multiagent systems

  Zhao, J., Gu, Y., Xie, X. & Yu, D., 5月 2025, 在: Information Sciences. 699, 121802.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Reinforcement Learning 100%
  • Multi Agent System 100%
  • Adaptive Control Systems 33%
  1 引用 （Scopus）

• Adaptive bigraph-based multi-view unsupervised dimensionality reduction

  Qiang, Q., Zhang, B., Zhang, C. J. & Nie, F., 8月 2025, 在: Neural Networks. 188, 107424.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Dimensionality 100%
  • Dimensionality Reduction 100%
  • Learning System 100%
  • Scalability 100%
  • Similarity 40%

• Adaptive Broad Network With Graph-Fuzzy Embedding for Imbalanced Noise Data

  Chen, W., Yang, K., Yu, Z., Nie, F. & Chen, C. L. P., 2025, (已接受/待刊) 在: IEEE Transactions on Fuzzy Systems.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Broad Learning System 100%
  • Imbalanced Data 50%
  • Performance Degradation 25%
  • Gaussian White Noise 25%
  • Classification Problem 25%
  2 引用 （Scopus）

• Adaptive Deep Metric Learning with harmonized loss and nearest proxy alignment for low-dimensional representation

  Chen, J., Cheng, J., Wang, X., Xu, X. & Nie, F., 23 6月 2025, 在: Knowledge-Based Systems. 320, 113631.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Approximation (Algorithm) 100%
  • Embedding Space 50%
  • Information Retrieval 50%
  • Learning Framework 50%
  • Adaptive Parameter 50%

• Adaptive fast local discriminant analysis with whitening transform

  Chen, H., Nie, F., Ma, Y. & Wang, R., 9月 2025, 在: Neural Networks. 189, 107551.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Physical Meaning 100%
  • Linear Discriminant Analysis 100%
  • Discriminant Analysis 100%
  • Learning System 100%
  • Similarity 66%

• Adaptive Graph K-Means

  Pei, S., Sun, Y., Nie, F., Jiang, X. & Zheng, Z., 5月 2025, 在: Pattern Recognition. 161, 111226.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Loss Function 100%
  • Regularization 100%
  • Nearest Neighbor 100%
  • Dissimilarity Matrix 100%
  • Final Partition 100%

• A dynamic station-line centrality for identifying critical stations in bus-metro networks

  Li, X., Teng, M., Jiang, S., Han, Z., Gao, C., Nekorkin, V. & Radeva, P., 5月 2025, 在: Chaos, Solitons and Fractals. 194, 116102.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Metro 100%
  • Traffic Manager 100%
  • Nodes 33%
  • Network Model 16%
  • State-of-the-Art Method 16%
  1 引用 （Scopus）

• Anchor-based fast spectral ensemble clustering

  Zhang, R., Hang, S., Sun, Z., Nie, F., Wang, R. & Li, X., 1月 2025, 在: Information Fusion. 113, 102587.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Identify Cluster 100%
  • Complexity Space 50%
  • Running Time 50%
  10 引用 （Scopus）

• Anchor Guided Unsupervised Domain Adaptation

  Zhang, C., Nie, F. & Wang, R., 2025, 在: IEEE Transactions on Knowledge and Data Engineering. 37, 3, 页码 1079-1090 12 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Gaussian Distribution 100%
  • Unlabeled Data Point 25%

• A newton interpolation network for smoke semantic segmentation

  Yuan, F., Wang, G., Huang, Q. & Li, X., 3月 2025, 在: Pattern Recognition. 159, 111119.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Structured Information 100%
  2 引用 （Scopus）

• Angular Reconstructive Discrete Embedding With Fusion Similarity for Multi-View Clustering

  Bian, J., Xie, X., Wang, C. D., Yang, L., Lai, J. H. & Nie, F., 2025, 在: IEEE Transactions on Knowledge and Data Engineering. 37, 1, 页码 45-59 15 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Binary Representation 100%
  • Multi View Clustering 100%
  • Computational Complexity 50%
  • Experimental Result 25%
  • Graph Cut 25%
  2 引用 （Scopus）

• A novel linear discriminant analysis based on alternate ratio sum minimization

  Yang, X., Cao, C., Zhou, K., Peng, S., Wang, Z., Lin, L. & Nie, F., 1月 2025, 在: Information Sciences. 689, 121444.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Experimental Result 100%
  • Dimensional Data 100%
  • Optimisation Problem 50%
  • Optimization Method 50%
  • Recognition Accuracy 50%
  1 引用 （Scopus）

• A parameter-free self-training algorithm based on the three successive confirmation rule

  Wang, J., Zhao, W., Shang, Q. & Nie, F., 15 3月 2025, 在: Engineering Applications of Artificial Intelligence. 144, 110165.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Free Parameter 100%
  • Global Information 100%
  • Semisupervised Learning 100%
  • Local Information 100%
  • training algorithm 100%

• A Revised Formation of Trace Ratio LDA for Small Sample Size Problem

  Li, Z., Nie, F., Wang, R. & Li, X., 2025, 在: IEEE Transactions on Neural Networks and Learning Systems. 36, 3, 页码 5803-5809 7 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Linear Discriminant Analysis 100%
  • small sample size problem 100%
  • Discriminant Analysis 100%
  • Optimization Algorithm 22%
  • Dimensionality Reduction 20%
  7 引用 （Scopus）

• A robust entropy regularized K-means clustering algorithm for processing noise in datasets

  Jiang, P., Cao, J., Yu, W. & Nie, F., 3月 2025, 在: Neural Computing and Applications. 37, 9, 页码 6617-6632 16 页码, 106518.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Clustering Algorithm 100%
  • K-Means 100%
  • Unsupervised Learning 100%
  • Outlier 80%
  • Cluster Center 60%

• A robust self-training algorithm based on relative node graph

  Wang, J., Duan, H., Zhang, C. & Nie, F., 1月 2025, 在: Applied Intelligence. 55, 1, 1.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • training algorithm 100%
  • Experimental Result 20%
  • Spatial Structure 20%
  • Semisupervised Learning 20%
  • Hypothesis Test 20%

• A Structured Bipartite Graph Learning method for ensemble clustering

  Zhang, Z., Chen, X., Wang, C., Wang, R., Song, W. & Nie, F., 4月 2025, 在: Pattern Recognition. 160, 111133.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Bipartite Graph 100%
  • Clustering Result 62%
  • Cluster Structure 37%
  • Similarity Matrix 25%
  • Experimental Result 12%
  1 引用 （Scopus）

• A Survey of Multimodal Fake News Detection: A Cross-Modal Interaction Perspective

  Li, X., Qiao, J., Yin, S., Wu, L., Gao, C., Wang, Z. & Li, X., 2025, (已接受/待刊) 在: IEEE Transactions on Emerging Topics in Computational Intelligence.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Interaction Perspective 100%
  • Public Health 16%
  • Verification 16%
  • Social Context 16%
  • Reading Habit 16%
  1 引用 （Scopus）

• A Survey of Multimodal Learning: Methods, Applications, and Future

  Yuan, Y., Li, Z. & Zhao, B., 20 2月 2025, 在: ACM Computing Surveys. 57, 7, 167.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Artificial Intelligence 100%
  • Sensation of Hearing 100%
  • Learning System 100%
  • Sensation of Taste 100%
  • Perceptual System 33%
  2 引用 （Scopus）

• Attack Detection and Location Using State Forecasting in Multivariate Time Series of ICS

  Cao, G., Wu, Y., Yu, D. & Wang, Z., 2025, (已接受/待刊) 在: IEEE Transactions on Network Science and Engineering.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Graph Structure Learning 100%

• Autonomous robotic ultrasound scanning system: a key to enhancing image analysis reproducibility and observer consistency in ultrasound imaging

  Lin, X. X., Li, M. D., Ruan, S. M., Ke, W. P., Zhang, H. R., Huang, H., Wu, S. H., Cheng, M. Q., Tong, W. J., Hu, H. T., He, D. N., Lu, R. F., Lin, Y. D., Kuang, M., Lu, M. D., Chen, L. D., Huang, Q. H. & Wang, W., 2025, 在: Frontiers in Robotics and AI. 12, 1527686.

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Contact Force 100%
  • Pipeline System 100%
  • Image Analysis 100%
  • Echography 100%
  • Reproducibility 100%
  1 引用 （Scopus）

• Auto-weighted Graph Reconstruction for efficient ensemble clustering

  Yang, X., Zhao, W., Wang, J., Peng, S. & Nie, F., 1月 2025, 在: Information Sciences. 689, 121486.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Distance Graph 100%
  1 引用 （Scopus）

• Balanced and Discrete Multi-view Clustering with Adaptive Graph Learning

  Zhao, M., Nie, F., Wang, C. & Li, X., 2025, (已接受/待刊) 在: IEEE Transactions on Circuits and Systems for Video Technology.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Multi View Clustering 100%
  • Clustering Method 16%
  • Optimization Problem 16%
  • Clustering Result 16%
  • Optimization Framework 16%

• Bidirectional fusion for deep contrastive multi-view clustering

  Yu, Y., Wang, J., Yu, W., Zhao, Z., Miao, Z. & Nie, F., 25 8月 2025, 在: Expert Systems with Applications. 287, 128193.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Multi View Clustering 100%
  • Clustering Method 66%
  • Contrastive Learning 50%
  • Feature Matrix 50%
  • Similarity Matrix 33%

• Building extraction from remote sensing images with deep learning: A survey on vision techniques

  Yuan, Y., Shi, X. & Gao, J., 2月 2025, 在: Computer Vision and Image Understanding. 251, 104253.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Deep Learning Method 100%
  • Remote Sensing 100%
  • Isolation Method 50%
  • Oriented Perspective 50%
  • State of the Art 33%
  3 引用 （Scopus）

• Buried Grating Enables Fast Response Self-Powered Polarization-Sensitive Perovskite Photodetectors for High-Speed Optical Communication and Polarization Imaging

  Sun, Y., Wang, J., Liu, J., Bao, H., Xu, J., Zhang, G., Xiao, L., Zhang, G., Zhang, Z., Qin, C., Yang, Z. & Cheng, G., 2025, (已接受/待刊) 在: Small.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Photometer 100%
  • Self-Powered 100%
  • Fast Response 100%
  • Photosensor 100%
  • Response Time 12%

• Buried Grating Enables Fast Response Self-Powered Polarization-Sensitive Perovskite Photodetectors for High-Speed Optical Communication and Polarization Imaging

  Sun, Y., Wang, J., Liu, J., Bao, H., Xu, J., Zhang, G., Xiao, L., Zhang, G., Zhang, Z., Qin, C., Yang, Z. & Cheng, G., 28 4月 2025, 在: Small. 21, 17, 2411610.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Photometer 100%
  • Self-Powered 100%
  • Fast Response 100%
  • Photosensor 100%
  • Response Time 12%

• Central Pixel-Based Dual-Branch Network for Hyperspectral Image Classification

  Ma, D., Xu, S., Jiang, Z. & Yuan, Y., 4月 2025, 在: Remote Sensing. 17, 7, 1255.

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Image Classification 100%
  • Hyperspectral Image 100%
  • Convolutional Neural Network 100%
  • Hyperspectral Image Classification 100%
  • Pattern Recognition 100%

• ChangeRD: A registration-integrated change detection framework for unaligned remote sensing images

  Jing, W., Chi, K., Li, Q. & Wang, Q., 2月 2025, 在: ISPRS Journal of Photogrammetry and Remote Sensing. 220, 页码 64-74 11 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Perspective Transformation 100%
  • Illumination Variation 50%
  • Central Difference 50%
  • Imaging Sensor 50%
  • Spatial Transformation 50%

• Collision-Free Maneuvering for a UAV Swarm Based on Parallel Control

  Li, J., Ma, W., Fang, Y. W., Yu, D. & Chen, C. L. P., 2025, 在: IEEE/CAA Journal of Automatica Sinica. 12, 4, 页码 761-775 15 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Unmanned Aerial Vehicle 100%
  • Control Method 40%
  • Simulation Result 20%
  • Time Domain 20%
  • Convergence Time 20%
  1 引用 （Scopus）

• Combining SAM with Limited Data for Change Detection in Remote Sensing

  Gao, J., Zhang, D., Wang, F., Ning, L., Zhao, Z. & Li, X., 2025, (已接受/待刊) 在: IEEE Transactions on Geoscience and Remote Sensing.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Experimental Result 100%
  • Image Analysis 100%
  • Remote Sensing Image 100%
  • Convolutional Neural Network 100%
  • Computer Vision Task 100%

• Combining SAM With Limited Data for Change Detection in Remote Sensing

  Gao, J., Zhang, D., Wang, F., Ning, L., Zhao, Z. & Li, X., 2025, 在: IEEE Transactions on Geoscience and Remote Sensing. 63, 5614311.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Experimental Result 100%
  • Image Analysis 100%
  • Remote Sensing Image 100%
  • Convolutional Neural Network 100%
  • Computer Vision Task 100%

• Command Filtered Adaptive Fuzzy Event-Triggered Control for Stochastic Time-Delay Nonlinear System With Time-Varying Output Constraints

  Zhao, X., Zhao, J., Sun, Z., Lan, Q. X. & Yu, D., 6月 2025, 在: International Journal of Robust and Nonlinear Control. 35, 9, 页码 3411-3423 13 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  开放访问

  • Delay Time 100%
  • Nonlinear System 100%
  • Event-Triggered Control 100%
  • Feedback Control 33%
  • Control Strategy 33%

• Compactness score: a fast filter method for unsupervised feature selection

  Zhu, P., Hou, X., Tang, K., Wang, Z. & Nie, F., 5月 2025, 在: Annals of Operations Research. 348, 1, 页码 299-315 17 页码, 106019.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Feature Extraction 100%
  • Feature Selection 100%
  • Big Data 50%
  • Clustering Task 50%
  • Decision-Making 25%
  2 引用 （Scopus）

• Comprehensive Information Extraction with Separable Representation Learning for Multi-View Clustering

  Wang, P., Wu, D., Xu, J. & Nie, F., 2025, (已接受/待刊) 在: IEEE Transactions on Circuits and Systems for Video Technology.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Representation Learning 100%
  • Information Extraction 100%
  • Multi View Clustering 100%
  • Clustering Method 44%
  • Clustering Result 22%

• Confident Multi-View Stereo

  Ma, X., Li, Q., Yuan, Y. & Wang, Q., 2025, 在: IEEE Transactions on Multimedia. 27, 页码 2347-2361 15 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Critical Approach 100%

• Contrastive learning for multi-layer network community detection via learnable network augmentation

  Teng, M., Yin, Z., Huang, J., Gao, C., Li, X., Nekorkin, V. & Wang, Z., 2025, (已接受/待刊) 在: IEEE Transactions on Network Science and Engineering.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Multi-Layer Network 100%
  • Resulting Network 25%

• Cross-View Approximation on Grassmann Manifold for Multiview Clustering

  Ma, Y., Shen, X., Wu, D., Cao, J. & Nie, F., 2025, 在: IEEE Transactions on Neural Networks and Learning Systems. 36, 4, 页码 7772-7777 6 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Objective Function 100%
  • Free Parameter 100%
  • Feature Space 100%
  • Adjacency Matrix 100%
  • Approximation (Algorithm) 100%
  1 引用 （Scopus）

• Crystallization behavior of amorphous GST films under an ultrafast laser irradiation

  Zhang, X., Lv, J., Xu, J., Xie, L., Zhang, G., Zhang, Z., Li, S. & Cheng, G., 4月 2025, 在: Optics and Laser Technology. 182, 112145.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Phase-Change Memory 100%
  • Phase Change Memory 75%

• Data Subdivision Based Dual-Weighted Robust Principal Component Analysis

  Wang, S., Nie, F., Wang, Z., Wang, R. & Li, X., 2025, 在: IEEE Transactions on Image Processing. 34, 页码 1271-1284 14 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Principal Component 100%
  • Component Analysis 100%
  • Projection Matrix 66%
  • Dimensionality Reduction 66%
  • Dimensionality 66%

• Decentralized event-trigger-based predefined-time adaptive control of large-scale nonlinear systems

  Fan, C., Xiao, C., Xu, T., Yu, D. & Chen, C. L. P., 1月 2025, 在: Journal of the Franklin Institute. 362, 2, 107446.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Adaptive Control Systems 100%
  • Nonlinear System 100%
  • Adaptive Control 100%
  • Control Strategy 25%
  • Control Method 25%
  1 引用 （Scopus）

• Deep Label Propagation with Nuclear Norm Maximization for Visual Domain Adaptation

  Wang, W., Li, H., Wang, C., Huang, C., Ding, Z., Nie, F. & Cao, X., 2025, (已接受/待刊) 在: IEEE Transactions on Image Processing.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Domain Adaptation 100%
  • Nuclear Norm 100%
  • Discriminative Feature 40%
  • Experimental Result 20%
  • Similarity Graph 20%

• Deep Spectral Clustering With Projected Adaptive Feature Selection

  Zhao, Y., Bi, Z., Zhu, P., Yuan, A. & Li, X., 2025, 在: IEEE Transactions on Geoscience and Remote Sensing. 63, 5504712.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Remote Sensing Image 100%
  • Feature Extraction 100%
  • Feature Selection 100%
  • Spectral Clustering 100%
  • Learning System 100%

• Deterministic Convergence Analysis for GRU Networks via Smoothing Regularization

  Zhu, Q., Kang, Q., Xu, T., Yu, D. & Wang, Z., 2025, 在: Computers, Materials and Continua. 83, 2, 页码 1855-1879 25 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Gated Recurrent Unit 100%
  • Regularization 100%
  • Mathematical Convergence 100%
  • Gated Recurrent Unit Network 100%
  • Recurrent Neural Network 28%

• Direct Spectral Clustering with New Graph Learning for Better Fitting

  Kong, L., Xue, J., Nie, F. & Li, X., 2025, (已接受/待刊) 在: IEEE Transactions on Knowledge and Data Engineering.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Similarity 100%
  • Eigenvalue 100%
  • Complex Structure 100%
  • Optimized Process 100%
  • Unified Process 33%

• Discriminative and Robust Autoencoders for Unsupervised Feature Selection

  Ling, Y., Nie, F., Yu, W. & Li, X., 2025, 在: IEEE Transactions on Neural Networks and Learning Systems. 36, 1, 页码 1622-1636 15 页码

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Feature Extraction 100%
  • Feature Selection 100%
  • Autoencoder 100%
  • Cluster Structure 37%
  • k-means Clustering 25%
  5 引用 （Scopus）

• Distance-aware network for physical-world object distribution estimation and counting

  Yuan, Y., Guo, H. & Gao, J., 1月 2025, 在: Pattern Recognition. 157, 110896.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Relative Error 100%
  • Physical World Object 100%
  • True Distribution 50%
  • Vanishing Point 50%
  • Absolute Error 50%
  6 引用 （Scopus）

• Distributed average tracking control for a class of unknown heterogeneous nonlinear second-order multiagent systems with external disturbances

  Yao, D., Xu, B., Yu, D., Li, X. & Wang, Z., 2025, (已接受/待刊) 在: Nonlinear Dynamics. 107446.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • Control Algorithm 100%
  • External Disturbance 100%
  • Multiagents 100%
  • tracking control 100%
  • Multi Agent System 100%

• Diversity-induced fuzzy clustering with Laplacian regularization

  Gao, Y., Wu, Q., Xu, Z., Pan, J., Shao, G., Zhu, Q. & Nie, F., 10月 2025, 在: Information Sciences. 715, 122225.

  科研成果: 期刊稿件 › 文章 › 同行评审

  • fuzzy c mean 100%
  • Fuzzy Clustering 100%
  • Regularization 100%
  • Laplace Operator 100%
  • Unsupervised Learning 100%