A framework for metric learning and embedding with topology learning neural networks. - Zhiyang Xiang; Zhu Xiao; Dong Wang 016 (ICNC, 2015)

A temporal self-organizing neural network for adaptive sub-sequence clustering and case studies. - Dong Wang 016; Yanfang Long; Zhu Xiao; Zhiyang Xiang; Wenjie Chen (CITS, 2016)

Unsupervised and Semi-supervised Dimensionality Reduction with Self-Organizing Incremental Neural Network and Graph Similarity Constraints. - Zhiyang Xiang; Zhu Xiao; Yourong Huang; Dong Wang 016; Bin Fu; Wenjie Chen (PAKDD (1), 2016)

Resource allocation via hierarchical clustering in dense small cell networks: A correlated equilibrium approach. - Zhu Xiao; Jianzhi Yu; Tong Li 013; Zhiyang Xiang; Dong Wang 016; Wenjie Chen (PIMRC, 2016)

A GPR-PSO incremental regression framework on GPS/INS integration for vehicle localization under urban environment. - Zhu Xiao; Sui Zhan; Zhiyang Xiang; Dong Wang 016; Wenjie Chen (PIMRC, 2016)

A Gaussian mixture framework for incremental nonparametric regression with topology learning neural networks. - Zhiyang Xiang; Zhu Xiao; Dong Wang 016; Xiaohong Li 004 (Neurocomputing, 2016)

Incremental semi-supervised kernel construction with self-organizing incremental neural network and application in intrusion detection. - Zhiyang Xiang; Zhu Xiao; Dong Wang 016; Hassana Maigary Georges (J. Intell. Fuzzy Syst., 2016)

Gaussian kernel smooth regression with topology learning neural networks and Python implementation. - Zhiyang Xiang; Zhu Xiao; Dong Wang 016; Jianhua Xiao (Neurocomputing, 2017)

Nonparametric kernel smoother on topology learning neural networks for incremental and ensemble regression. - Jianhua Xiao; Zhiyang Xiang; Dong Wang 016; Zhu Xiao (Neural Comput. Appl., 2019)

Semi-parametric training of autoencoders with Gaussian kernel smoothed topology learning neural networks. - Zhiyang Xiang; Changshou Deng; Xueting Xiang; Mali Yu; Jing Xiong (Neural Comput. Appl., 2020)

Zero-sample surface defect detection and classification based on semantic feedback neural network. - Yibo Guo; Yiming Fan; Zhiyang Xiang; Haidi Wang; Wenhua Meng; Mingliang Xu (CoRR, 2021)

A self-adapting hierarchical actions and structures joint optimization framework for automatic design of robotic and animation skeletons. - Zhiyang Xiang; Chuang Xiang; Tong Li 013; Yibo Guo (Soft Comput., 2021)

Controlling Melody Structures in Automatic Game Soundtrack Compositions With Adversarial Learning Guided Gaussian Mixture Models. - Zhiyang Xiang; Yibo Guo (IEEE Trans. Games, 2021)

ICDW-YOLO: An Efficient Timber Construction Crack Detection Algorithm. - Jieyang Zhou; Jing Ning; Zhiyang Xiang; Pengfei Yin (Sensors, 2024)