An off-center technique: Learning a feature transformation to improve the performance of clustering and classification. - Dasen Yan; Xinlei Zhou; Xizhao Wang; Ran Wang 001 (Inf. Sci., 2019)

Model tree pruning. - Xinlei Zhou; Dasen Yan (Int. J. Mach. Learn. Cybern., 2019)

A Review of Generalized Zero-Shot Learning Methods. - Farhad Pourpanah; Moloud Abdar; Yuxuan Luo; Xinlei Zhou; Ran Wang 001; Chee Peng Lim; Xi-Zhao Wang (CoRR, 2020)

An analysis on the relationship between uncertainty and misclassification rate of classifiers. - Xinlei Zhou; Xizhao Wang; Cong Hu; Ran Wang 001 (Inf. Sci., 2020)

RetinexGAN: Unsupervised Low-Light Enhancement With Two-Layer Convolutional Decomposition Networks. - Tian Ma; Ming Guo; Zhenhua Yu 001; Yanping Chen 006; Xincheng Ren; Runtao Xi; Yuancheng Li; Xinlei Zhou (IEEE Access, 2021)

A survey on epistemic (model) uncertainty in supervised learning: Recent advances and applications. - Xinlei Zhou; Han Liu 002; Farhad Pourpanah; Tieyong Zeng; Xizhao Wang (Neurocomputing, 2022)

Contrastive Learning-Based Generic Audio-to-Lyrics Alignment. - Zhenkun Jin; Shuai Huang; Xin Nie; Xinlei Zhou; Yuanyuan Yi; Gefei Zhou (ISPA/BDCloud/SocialCom/SustainCom, 2023)

Ranking on Heterogeneous Manifold for Multimodal Information Retrieval. - Zhenkun Jin; Xingshi Wan; Xin Nie; Xinlei Zhou; Yuanyuan Yi; Gefei Zhou (ISPA/BDCloud/SocialCom/SustainCom, 2023)

Semi-Supervised Tooth Lesion Segmentation Algorithm based on Generative Adversarial Network. - Ma Tian; Shi Yan; Xinlei Zhou; Qin Xue (ICSPCC, 2023)

Uncertainty guided pruning of classification model tree. - Xinlei Zhou; Sudong Chen; Nianjiao Peng; Xinpeng Zhou; Xizhao Wang (Knowl. Based Syst., 2023)

A Review of Generalized Zero-Shot Learning Methods. - Farhad Pourpanah; Moloud Abdar; Yuxuan Luo; Xinlei Zhou; Ran Wang 001; Chee Peng Lim; Xi-Zhao Wang; Q. M. Jonathan Wu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Real-Time Semantic Segmentation Network for Robotic Arm Grasp. - Li Liu 047; Xinlei Zhou; Mingwei He; Feng Yu 017; Tao Peng 006; Xinrong Hu; Minghua Jiang (CGI (3), 2024)

Uncertainty-Aware Modeling for Improving Prediction of Toxicity. - Xinlei Zhou; Xizhao Wang; Xinpeng Zhou; Siwu Tu; Ran Wang 001 (ICMLC, 2024)

A long-short dual-mode knowledge distillation framework for empirical asset pricing models in digital financial networks. - Yuanyuan Yi; Kai Cui; Minghua Xu 001; Lingzhi Yi; Kun Yi; Xinlei Zhou; Shenghao Liu; Gefei Zhou (Connect. Sci., 2024)

Feature similarity learning based on fuzziness minimization for semi-supervised medical image segmentation. - Tianlun Zhang; Xinlei Zhou; Debby D. Wang; Xizhao Wang (Inf. Fusion, 2024)

Human action recognition in immersive virtual reality based on multi-scale spatio-temporal attention network. - Zhiyong Xiao; Yukun Chen; Xinlei Zhou; Mingwei He; Li Liu 047; Feng Yu 017; Minghua Jiang (Comput. Animat. Virtual Worlds, 2024)

Design of imitation learning fusion algorithm for mobile robotic arm control. - Yang Wang; Xiaoling Yan; Liming Wang; Wei Pan; Fei Song; Xinlei Zhou (Appl. Soft Comput., 2025)

Feature Statistics with Uncertainty Help Adversarial Robustness. - Ran Wang 001; Xinlei Zhou; Rihao Li; Meng Hu; Wenhui Wu 001; Yuheng Jia (CoRR, 2025)

Human-in-the-Loop Simulation for Real-Time Exploration of HVAC Demand Flexibility. - Xinlei Zhou; Han Du; Emily W. Yap; Wanbin Dou; Mingyang Huang; Zhenjun Ma (CoRR, 2025)