邓志轩，男，工学博士，浙江师范大学计算机科学与技术学院讲师，硕士生导师。2024年6月于西南交通大学计算机科学与技术学院获得工学博士学位，师从李天瑞教授。2020年6月于浙江师范大学计算机科学与技术学院获得工学硕士学位，师从郑忠龙教授。研究领域为人工智能、粒计算与粗糙集、数据挖掘、知识发现，主要聚焦于特征选择、异常点检测、概念漂移探测等任务。主持省自然科学青年基金1项，参与多项国家自然科学基金及省部级项目，在TFS、IPM、PR、INS、FSS、ASOC、IJFS、IJMLC、自动化学报、电子学报等国内外权威期刊上发表论文20余篇。担任TKDE、TNNLS、TFS、PR、INS、KBS、AAAI等期刊和会议的审稿人。

论文成果

2026

[TFS] Zhixuan Deng, Zihao Li, Dayong Deng*, Zhonglong Zheng, Gang Li, Tianrui Li. ADMSFI: Anomaly Detection Based on Multi-Sequence Fuzzy Feature Interaction. (中科院SCI一区Top期刊)

[PR] Wenxin Shen, Zhixuan Deng*, Tianrui Li, Keyu Liu, Deyou Xia, Dayong Deng*. A novel incremental Gaussian mixture model based on fuzzy three-way decision for concept drift adaptation. (中科院SCI一区Top期刊)

[FSS] Jihong Wan, Xiaoping Li*, Jie Zhao, Min Li, Zhixuan Deng*, Hongmei Chen. Joint uncertainty model and metric for robust feature selection: A bi-level distribution consideration and feature evaluation approach. (中科院SCI一区Top期刊) 

[ASOC] Deyou Xia, Guoyin Wang, Qinghua Zhang, Man Gao, Zhixuan Deng, Shuai Li. Fuzzy granule distance-guided monotonic sequential three-way approximations for multi-label fuzzy concepts. (中科院SCI二区Top期刊)

[模式识别与人工智能]  邓大勇,许捷,邓志轩*,郑忠龙,李天瑞.基于模糊邻域粗糙集和特征交互的标记分布特征选择.（浙师大中文一级期刊)

2025

[IP&M] Dayong Deng, Jie Xu, Zhixuan Deng*, Jihong Wan, Deyou Xia, Zhenxin Cao, Tianrui Li. Feature selection based on fuzzy joint entropy and feature interaction for label distribution learning. (中科院SCI一区Top期刊)

[INS] Dayong Deng, Tong Chen, Zhixuan Deng*, Tianrui Li, Pengfei Zhang. Outlier detection based on multiple information extraction. (中科院SCI二区期刊)

[ASOC] Zhixuan Deng, Tianrui Li*, Pengfei Zhang, Keyu Liu, Zhong Yuan, Dayong Deng. Feature selection for label distribution learning based on neighborhood fuzzy rough sets. (中科院SCI二区Top期刊)

[TST] Dayong Deng, Wenxin Shen, Zhixuan Deng*, Tianrui Li, Anjin Liu. An ensemble learning model based on three-way decision for concept drift adaptation. (中科院SCI二区期刊)

[IJMLC] Dayong Deng, Jie Wang, Zhixuan Deng*, Keyu Liu,  Pengfei Zhang. Rough set interpretation to RBF neural network. (中科院SCI四区)

2024 

[TFS]  Zhixuan Deng, Tianrui Li*, Dayong Deng*, Keyu Liu, Zhipeng Luo, Pengfei Zhang. Feature Selection for Handling Label Ambiguity using Weighted Label-fuzzy Relevancy and Redundancy. (中科院SCI一区Top期刊)

[IJMLC] Zhixuan Deng, Tianrui Li, Keyu Liu, Pengfei Zhang, Dayong Deng*. Feature selection based on probability and mathematical expectation. (中科院SCI三区)

[IJFS] Dayong Deng, Tong Chen, Zhixuan Deng*, Keyu Liu, Pengfei Zhang. Dynamic Feature Selection Based on F-fuzzy Rough Set for Label Distribution Learning. (中科院SCI三区)

Before 2024

[INS] Zhixuan Deng, Tianrui Li*, Dayong Deng, Keyu Liu, Pengfei Zhang, Shiming Zhang, Zhipeng Luo. Feature selection for label distribution learning using dual-similarity based neighborhood fuzzy entropy. (中科院SCI一区Top期刊)

[IEEE Access] Zhixuan Deng, Zhonglong Zheng*, Dayong Deng, Tianxiang Wang, Yiran He, Dawei Zhang, Feature Selection for Multi-Label Learning Based on F-Neighborhood Rough Sets. (中科院SCI三区)

[TFS] Keyu Liu, Tianrui Li*, Xibei Yang, Hongmei Chen, Jie Wang, Zhixuan Deng. SemiFREE: Semisupervised Feature Selection With Fuzzy Relevance and Redundancy. (中科院SCI一区Top期刊)

[TFS] Pengfei Zhang, Tianrui Li*, Zhong Yuan, Zhixuan Deng, Guoqiang Wang, Dexian Wang, Fan Zhang. A possibilistic information fusion-based unsupervised feature selection method using information quality measures. (中科院SCI一区Top期刊)

[自动化学报] 邓志轩,郑忠龙,邓大勇.F-邻域粗糙集及其约简.（CCF&CAAI A类推荐中文期刊)

[电子学报] 邓大勇,卢克文,黄厚宽,邓志轩.概念的属性约简及异构数据概念漂移探测.（CCF&CAAI A类推荐中文期刊)

合作指导研究生

2022级：陈彤（省优秀毕业生，发表SCI二区论文一篇、SCI三区论文一篇）

2023级：许捷（发表SCI一区TOP论文一篇、中文一级论文一篇）

2024级：李子豪（发表SCI一区TOP论文一篇，投稿SCI一区TOP论文两篇，其中一篇二审中）

2025级：倪同晶（投稿SCI一区TOP论文一篇）