A community detection algorithm based on Quasi-Laplacian centrality peaks clustering. - Tianhao Shi; Shifei Ding; Xiao Xu 006; Ling Ding 001 (Appl. Intell., 2021)

Chameleon algorithm based on mutual k-nearest neighbors. - Yuru Zhang; Shifei Ding; Lijuan Wang; Yanru Wang; Ling Ding 001 (Appl. Intell., 2021)

M-pSC: a manifold p-spectral clustering algorithm. - Ling Ding 001; Shifei Ding; Yanru Wang; Lijuan Wang; Hongjie Jia (Int. J. Mach. Learn. Cybern., 2021)

A robust spectral clustering algorithm based on grid-partition and decision-graph. - Lijuan Wang; Shifei Ding; Yanru Wang; Ling Ding 001 (Int. J. Mach. Learn. Cybern., 2021)

An improved density-based adaptive p-spectral clustering algorithm. - Yanru Wang; Shifei Ding; Lijuan Wang; Ling Ding 001 (Int. J. Mach. Learn. Cybern., 2021)

An AdaBoost Based - Deep Stochastic Configuration Network. - Chenglong Zhang 001; Shifei Ding; Ling Ding 001 (IIP, 2022)

Value function factorization with dynamic weighting for deep multi-agent reinforcement learning. - Wei Du 010; Shifei Ding; Lili Guo; Jian Zhang 019; Chenglong Zhang 001; Ling Ding 001 (Inf. Sci., 2022)

Widely-activated network merging perceptual loss via discrete wavelet transform for image super-resolution. - Lili Guo; Yanru Wang; Fanchao Wang; Ling Ding 001; Shifei Ding (Int. J. Mach. Learn. Cybern., 2023)

Incremental Multilayer Broad Learning System With Stochastic Configuration Algorithm for Regression. - Shifei Ding; Chenglong Zhang 001; Jian Zhang 019; Lili Guo; Ling Ding 001 (IEEE Trans. Cogn. Dev. Syst., 2023)

Density peaks clustering algorithm based on improved similarity and allocation strategy. - Shifei Ding; Wei Du 010; Chao Li; Xiao Xu 006; Lijuan Wang; Ling Ding 001 (Int. J. Mach. Learn. Cybern., 2023)

A Sampling-Based Density Peaks Clustering Algorithm for Large-Scale Data. - Shifei Ding; Chao Li; Xiao Xu 006; Ling Ding 001; Jian Zhang 019; Lili Guo; Tianhao Shi (Pattern Recognit., 2023)

A novel clustering algorithm based on multi-layer features and graph attention networks. - Haiwei Hou; Shifei Ding; Xiao Xu 006; Ling Ding 001 (Soft Comput., 2023)

A novel capsule network based on deep routing and residual learning. - Jian Zhang 019; Qinghai Xu; Lili Guo; Ling Ding 001; Shifei Ding (Soft Comput., 2023)

Multi-agent dueling Q-learning with mean field and value decomposition. - Shifei Ding; Wei Du 010; Ling Ding 001; Lili Guo; Jian Zhang 019; Bo An 001 (Pattern Recognit., 2023)

Botnet DGA Domain Name Classification Using Transformer Network with Hybrid Embedding. - Ling Ding 001; Peng Du; Haiwei Hou; Jian Zhang 019; Di Jin 001; Shifei Ding (Big Data Res., 2023)

Fast density peaks clustering algorithm based on improved mutual K-nearest-neighbor and sub-cluster merging. - Chao Li; Shifei Ding; Xiao Xu 006; Haiwei Hou; Ling Ding 001 (Inf. Sci., 2023)

Graph clustering network with structure embedding enhanced. - Shifei Ding; Benyu Wu; Xiao Xu 006; Lili Guo; Ling Ding 001 (Pattern Recognit., 2023)

Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck. - Shifei Ding; Wei Du 010; Ling Ding 001; Lili Guo; Jian Zhang 019 (AAAI, 2024)

Expressive Multi-Agent Communication via Identity-Aware Learning. - Wei Du 010; Shifei Ding; Lili Guo; Jian Zhang 019; Ling Ding 001 (AAAI, 2024)

Synergistic Deep Graph Clustering Network. - Benyu Wu; Shifei Ding; Xiao Xu 006; Lili Guo; Ling Ding 001; Xindong Wu 001 (CoRR, 2024)

Survey of spectral clustering based on graph theory. - Ling Ding 001; Chao Li; Di Jin 001; Shifei Ding (Pattern Recognit., 2024)

Wavelet and Adaptive Coordinate Attention Guided Fine-Grained Residual Network for Image Denoising. - Shifei Ding; Qidong Wang; Lili Guo; Xuan Li 004; Ling Ding 001; Xindong Wu 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Non-iterative border-peeling clustering algorithm based on swap strategy. - Hui Tu; Shifei Ding; Xiao Xu 006; Haiwei Hou; Chao Li; Ling Ding 001 (Inf. Sci., 2024)

A novel image denoising algorithm combining attention mechanism and residual UNet network. - Shifei Ding; Qidong Wang; Lili Guo; Jian Zhang 019; Ling Ding 001 (Knowl. Inf. Syst., 2024)

Better value estimation in Q-learning-based multi-agent reinforcement learning. - Ling Ding 001; Wei Du 010; Jian Zhang 019; Lili Guo; Chenglong Zhang 001; Di Jin 001; Shifei Ding (Soft Comput., 2024)

Robust Multi-Agent Communication With Graph Information Bottleneck Optimization. - Shifei Ding; Wei Du 010; Ling Ding 001; Jian Zhang 019; Lili Guo; Bo An 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder. - Shifei Ding; Benyu Wu; Ling Ding 001; Xiao Xu 006; Lili Guo; Hongmei Liao; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2024)

Graph-Based Semi-Supervised Deep Image Clustering With Adaptive Adjacency Matrix. - Shifei Ding; Haiwei Hou; Xiao Xu 006; Jian Zhang 019; Lili Guo; Ling Ding 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Towards Global-Topology Relation Graph for Inductive Knowledge Graph Completion. - Ling Ding 001; Lei Huang; Zhizhi Yu; Di Jin 001; Dongxiao He (AAAI, 2025)

Multi-channel set polynomial based label regularized graph neural networks against extreme data scarcity. - Jingxiao Zhang; Shifei Ding; Jian Zhang 019; Lili Guo; Ling Ding 001 (Pattern Recognit., 2025)

Horizontal Federated Density Peaks Clustering. - Shifei Ding; Chao Li; Xiao Xu 006; Lili Guo; Ling Ding 001; Xindong Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Vertical Federated Density Peaks Clustering Under Nonlinear Mapping. - Chao Li; Shifei Ding; Xiao Xu 006; Lili Guo; Ling Ding 001; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2025)

Parameter-Adaptive Border Peeling Clustering Algorithm. - Hui Tu; Shifei Ding; Xiao Xu 006; Lili Guo; Ling Ding 001; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2025)