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  1. EmoKEG: Knowledge-Enhanced Heterogeneous Graph for Emotion Recognition in Conversation

    Article • Pattern Recognition, March 2026, Elsevier

    Prof. Shifei Ding

  2. Robust Density Peaks Clustering for Manifold Data With Multiple Peaks

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  3. Fast Density Peaks Clustering Algorithm Based on Approximate k-Nearest Neighbors

    Article • IEEE Transactions on Knowledge and Data Engineering, October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  4. Robust Decorrelated Stochastic Configuration Networks Ensemble via Weighted Negative Correlation Learning

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, October 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  5. Parameter-Adaptive Border Peeling Clustering Algorithm

    Article • IEEE Transactions on Knowledge and Data Engineering, September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  6. Vertical Federated Density Peaks Clustering Under Nonlinear Mapping

    Article • IEEE Transactions on Knowledge and Data Engineering, February 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  7. Predicting microRNA-Disease Associations Through Multi-View Feature Fusion and Matrix Completion on Graph Convolutional Networks

    Article • IEEE Transactions on Computational Biology and Bioinformatics, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  8. A Cross-modal Shared Attention Fusion Framework for Emotion Recognition in Multi-party Conversations

    Article • IEEE Transactions on Multimedia, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  9. SynC: Synergistic Boosting of Structure and Representation for Deep Graph Clustering

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  10. Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder

    Article • ACM Transactions on Knowledge Discovery from Data, August 2024, ACM (Association for Computing Machinery)

    Prof. Shifei Ding

  11. Intuitionistic Fuzzy Stochastic Configuration Networks for Solving Binary Classification Problems

    Article • IEEE Transactions on Fuzzy Systems, August 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  12. Robust Multi-Agent Communication With Graph Information Bottleneck Optimization

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  13. DSTCNet: Deep Spectro-Temporal-Channel Attention Network for Speech Emotion Recognition

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  14. Graph-Based Semi-Supervised Deep Image Clustering With Adaptive Adjacency Matrix

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  15. Horizontal Federated Density Peaks Clustering

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  16. Wavelet and Adaptive Coordinate Attention Guided Fine-grained Residual Network for Image Denoising

    Article • IEEE Transactions on Circuits and Systems for Video Technology, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  17. Incremental Multilayer Broad Learning System With Stochastic Configuration Algorithm for Regression

    Article • IEEE Transactions on Cognitive and Developmental Systems, June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  18. Widely-activated network merging perceptual loss via discrete wavelet transform for image super-resolution

    Article • International Journal of Machine Learning and Cybernetics, February 2023, Springer Science + Business Media

    Prof. Shifei Ding

  19. Multiagent Reinforcement Learning With Graphical Mutual Information Maximization

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  20. Fuzzy Twin Support Vector Machines with Distribution Inputs

    Article • IEEE Transactions on Fuzzy Systems, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  21. Maximum density minimum redundancy based hypergraph regularized support vector regression

    Article • International Journal of Machine Learning and Cybernetics, December 2022, Springer Science + Business Media

    Prof. Shifei Ding

  22. Density peaks clustering algorithm based on improved similarity and allocation strategy

    Article • International Journal of Machine Learning and Cybernetics, November 2022, Springer Science + Business Media

    Prof. Shifei Ding

  23. A deep clustering by multi-level feature fusion

    Article • International Journal of Machine Learning and Cybernetics, April 2022, Springer Science + Business Media

    Prof. Shifei Ding

  24. Emotion Recognition With Multimodal Transformer Fusion Framework Based on Acoustic and Lexical Information

    Article • IEEE Multimedia, April 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  25. A Gaussian RBM with binary auxiliary units

    Article • International Journal of Machine Learning and Cybernetics, March 2022, Springer Science + Business Media

    Prof. Shifei Ding

  26. Multiagent Reinforcement Learning With Heterogeneous Graph Attention Network

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  27. Hypergraph based semi-supervised support vector machine for binary and multi-category classifications

    Article • International Journal of Machine Learning and Cybernetics, November 2021, Springer Science + Business Media

    Prof. Shifei Ding

  28. Modified action decoder using Bayesian reasoning for multi-agent deep reinforcement learning

    Article • International Journal of Machine Learning and Cybernetics, July 2021, Springer Science + Business Media

    Prof. Shifei Ding

  29. A novel self-attention deep subspace clustering

    Article • International Journal of Machine Learning and Cybernetics, April 2021, Springer Science + Business Media

    Prof. Shifei Ding

  30. Development of 110kV Thyristor Assisted Arc Extinguishing Hybrid OLTC

    Article • E3S Web of Conferences, January 2021, EDP Sciences

    Prof. Shifei Ding

  31. Study on switching principle of thyristor assisted arc extinguishing hybrid OLTC

    Article • E3S Web of Conferences, January 2021, EDP Sciences

    Prof. Shifei Ding

  32. An improved density-based adaptive p-spectral clustering algorithm

    Article • International Journal of Machine Learning and Cybernetics, November 2020, Springer Science + Business Media

    Prof. Shifei Ding

  33. A robust spectral clustering algorithm based on grid-partition and decision-graph

    Article • International Journal of Machine Learning and Cybernetics, November 2020, Springer Science + Business Media

    Prof. Shifei Ding

  34. M-pSC: a manifold p-spectral clustering algorithm

    Article • International Journal of Machine Learning and Cybernetics, August 2020, Springer Science + Business Media

    Prof. Shifei Ding

  35. Adversarial Training Methods for Boltzmann Machines

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  36. Multi-View Spectral Clustering via ELM-AE Ensemble Features Representations Learning

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  37. An adversarial non-volume preserving flow model with Boltzmann priors

    Article • International Journal of Machine Learning and Cybernetics, December 2019, Springer Science + Business Media

    Prof. Shifei Ding

  38. Research on Fingerprint Classification Based on Twin Support Vector Machine

    Article • IET Image Processing, October 2019, the Institution of Engineering and Technology (the IET)

    Prof. Shifei Ding

  39. Research Progress on Semi-Supervised Clustering

    Article • Cognitive Computation, July 2019, Springer Science + Business Media

    Prof. Shifei Ding

  40. An Improvement of Spectral Clustering via Message Passing and Density Sensitive Similarity

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  41. Robust spike-and-slab deep Boltzmann machines for face denoising

    Article • Neural Computing and Applications, November 2018, Springer Science + Business Media

    Prof. Shifei Ding

  42. Image Segmentation Algorithm Based on Superpixel Clustering

    Article • IET Image Processing, July 2018, the Institution of Engineering and Technology (the IET)

    Prof. Shifei Ding, lin Cong

  43. Collaborative filtering model for enhancing fingerprint image

    Article • IET Image Processing, January 2018, the Institution of Engineering and Technology (the IET)

    Prof. Shifei Ding

  44. Combining gabor filtering and classification dictionaries learning for fingerprint enhancement

    Article • IET Biometrics, April 2017, the Institution of Engineering and Technology (the IET)

    Prof. Shifei Ding

  45. Density peaks clustering using geodesic distances

    Article • International Journal of Machine Learning and Cybernetics, March 2017, Springer Science + Business Media

    Prof. Shifei Ding

  46. An improved fingerprint orientation field extraction method based on quality grading scheme

    Article • International Journal of Machine Learning and Cybernetics, February 2017, Springer Science + Business Media

    Prof. Shifei Ding

  47. A robust density peaks clustering algorithm using fuzzy neighborhood

    Article • International Journal of Machine Learning and Cybernetics, February 2017, Springer Science + Business Media

    Prof. Shifei Ding

  48. A Review on Feature Binding Theory and Its Functions Observed in Perceptual Process

    Article • Cognitive Computation, January 2017, Springer Science + Business Media

    Prof. Shifei Ding

  49. Research of stacked denoising sparse autoencoder

    Article • Neural Computing and Applications, December 2016, Springer Science + Business Media

    Prof. Shifei Ding

  50. Fingerprint image super resolution using sparse representation with ridge pattern prior by classification coupled dictionaries

    Article • IET Biometrics, December 2016, the Institution of Engineering and Technology (the IET)

    Prof. Shifei Ding

  51. DPCG: an efficient density peaks clustering algorithm based on grid

    Article • International Journal of Machine Learning and Cybernetics, September 2016, Springer Science + Business Media

    Prof. Shifei Ding

  52. Weight Uncertainty in Boltzmann Machine

    Article • Cognitive Computation, August 2016, Springer Science + Business Media

    Prof. Shifei Ding

  53. Twin support vector machine: theory, algorithm and applications

    Article • Neural Computing and Applications, March 2016, Springer Science + Business Media

    Prof. Shifei Ding

  54. Extreme learning machine with kernel model based on deep learning

    Article • Neural Computing and Applications, January 2016, Springer Science + Business Media

    Prof. Shifei Ding

  55. An overview on semi-supervised support vector machine

    Article • Neural Computing and Applications, November 2015, Springer Science + Business Media

    Prof. Shifei Ding

  56. Track on Intelligent Computing and Applications

    Article • Neurocomputing, April 2014, Elsevier

    Prof. Shifei Ding

  57. Weighted Smooth CHKS Twin Support Vector Machines

    Article • Journal of Software, January 2014, China Science Publishing & Media Ltd.

    Prof. Shifei Ding

  58. Primal least squares twin support vector regression

    Article • Journal of Zhejiang University SCIENCE C, September 2013, Journal of Zhejiang University SCIENCE

    Prof. Shifei Ding

  59. Novel Image Recognition Based on Subspace and SIFT

    Article • Journal of Software, May 2013, International Academy Publishing (IAP)

    Prof. Shifei Ding

  60. Guest Editorial

    Article • Journal of Computers, December 2012, International Academy Publishing (IAP)

    Prof. Shifei Ding

  61. Entropy-Based Fuzzy Information Measures

    Article • Chinese Journal of Computers, November 2012, China Science Publishing & Media Ltd.

    Prof. Shifei Ding

  62. Guest Editorial

    Article • Journal of Computers, October 2012, International Academy Publishing (IAP)

    Prof. Shifei Ding

  63. Guest Editorial

    Article • Journal of Software, September 2012, International Academy Publishing (IAP)

    Prof. Shifei Ding

  64. Guest Editorial

    Article • Journal of Networks, July 2012, Academy Publisher

    Prof. Shifei Ding

  65. Guest Editorial

    Article • Journal of Software, July 2011, International Academy Publishing (IAP)

    Prof. Shifei Ding

  66. Region-based semi-supervised clustering image segmentation

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  67. Incremental Learning Algorithm for Support Vector Data Description

    Article • Journal of Software, July 2011, International Academy Publishing (IAP)

    Prof. Shifei Ding

  68. An Overview of Quotient Space Theory

    Article • Advanced Materials Research, February 2011, Trans Tech Publications

    Prof. Shifei Ding

  69. Research of Attribute Reduction Algorithm about Knowledge System

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  70. Guest Editorial

    Article • Journal of Networks, October 2010, Academy Publisher

    Prof. Shifei Ding

  71. Guest Editorial

    Article • Journal of Software, October 2010, International Academy Publishing (IAP)

    Prof. Shifei Ding

  72. Research and development of attribute reduction algorithm based on rough set

    Article • May 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  73. Research on Spectral Clustering algorithms and prospects

    Article • January 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  74. Design of a Novel Capacitorless DRAM Cell with Enhanced Retention Performance

    Article • April 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  75. Principal components projection decision-making based on information entropy weight

    Article • July 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  76. Research of pattern feature extraction and selection

    Article • July 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  77. User Knowledge Requirement Model and its Hybrid Evolution Algorithm

    Article • April 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  78. A Novel Fuzzy Likelihood Measure Algorithm

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  79. Hierarchical Policy for Agent Grid Collaboration

    Article • August 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  80. Novel fuzzy information proximity measures

    Article • Journal of Information Science, May 2007, SAGE Publications

    Prof. Shifei Ding

  81. Studies on Fuzzy Information Measures

    Article • July 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  82. Information Classified Recognition Method Based on Fuzzy Control

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  83. Divergence-Based Supervised Information Feature Compression Algorithm

    Article • January 2006, Springer Science + Business Media

    Prof. Shifei Ding

  84. Studies on incidence pattern recognition based on information entropy

    Article • Journal of Information Science, December 2005, SAGE Publications

    Prof. Shifei Ding

  85. A novel feature extraction algorithm

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  86. Information feature analysis and improved algorithm of PCA

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding

  87. Surface reconstruction for 3D objects from unorganized points

    Article • September 2001, SPIE

    Prof. Shifei Ding

  88. A New Pattern Recognition Algorithm Based on Fuzzy Association Degree

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Shifei Ding