计算机学院

徐泰华

副教授

计算机学院

个人邮箱：

xth19890410@163.com

办公地点：

长山校区计算机学院

通讯地址：

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个人简介

徐泰华（1989-），男，副教授，博士，硕士研究生导师（计算机科学与技术/学术学位、软件工程/学术学位、人工智能/专业学位、电子信息/专业学位）。博士毕业于西南交通大学。主持国家自然科学基金青年科学基金项目1项，江苏省高校自然科学研究面上项目1项。在相关研究领域的国际期刊和国际会议上发表SCI论文27篇。作为核心成员获批2024年江苏科技大学优秀研究生导师团队。申请发明专利11项。

研究方向

人工智能、深度学习、图卷积网络、智能信息处理、粒计算、图论。

教育经历

课程教学

数理逻辑（研究生学位课）

离散数学基础、图论（本科生专业课）

数据结构（本科留学生课程）

- 科研项目
  
  （1）国家自然科学青年基金，不确定图上的多粒度知识发现方法研究，2021.01—2023.12，主持，在研。
  （2）江苏省高等学校自然科学研究面上项目,基于粗糙集的不确定图知识发现方法研究，2020.12—2022.12，主持，在研。
- 专利成果
- 科研团队
- 获奖动态
- 教学随笔
- 论文著作
  
  [1] 徐泰华*; 张清华; 基于启发式有向圈查询的可疑交易识别研究, 南京大学学报( 自然科学), 2016, 52(5): 879-889.
  [2]Taihua Xu; Guoyin Wang*; Finding strongly connected components of simple digraphs based on generalized rough sets theory, Knowledge-Based Systems, 2018, 149: 88-98.
  [3]Taihua Xu; Guoyin Wang*; Jie Yang; Finding strongly connected components of simple digraphs based on granulation strategy, International Journal of Approximate Reasoning, 2020, 118: 64-78.
  [4] Taihua Xu; Jie Yang*; Guanglei Gou. A Force-Directed Algorithm for Drawing Directed Graphs Symmetrically[J]. Mathematical Problems in Engineering, 2018, 2018:1-24.
  [5] Jie Yang; Guoyin Wang*; Qinghua Zhang; Yuhong Chen; Taihua Xu; Optimal granularity selection based on cost-sensitive sequential three-way decisions with rough fuzzy sets, Knowledge-Based Systems, 2019, 163: 131-144.
  [6] Shuai Li; Jie Yang; Guoyin Wang*; Taihua Xu. Multi-granularity Distance Measure for Interval-valued Intuitionistic Fuzzy Concepts[J]. Information Sciences, 2021.
  [7] 程富豪, 徐泰华*, 陈建军, 宋晶晶，杨习贝. 基于顶点粒k 步搜索和粗糙集的强连通分量挖掘算法[J].计算机科学, 2022, 49(8): 11.
  [8] 徐泰华, 程富豪, 宋晶晶, 杨习贝，杨洁. 基于顶点粒的强连通分量挖掘算法[J].江苏科技大学学报（自然科学版）, 2022.
  [9] Gong Zhice, Liu Yuxin, Xu Taihua*, Wang Pingxin, Yang Xibei. Unsupervised attribute reduction: improving effectiveness and efficiency[J]. International Journal of Machine Learning and Cybernetics, 2022,13(11), 3645-3662.
  [10] Yan Wangwang, Ba Jing, Xu Taihua*, Yu Hualong, Shi Jinlong, Han Bin. Beam Influenced Attribute Selector for Producing Stable Reduct[J]. Mathematics, 2022, 10(4): 553.
  [11] Chen Qing, Xu Taihua*, Chen Jianjun. Attribute Reduction Based on LIFT and Random Sampling[J]. Symmetry, 2022, 14, 1828.
  [12] Shi Chengzhi, Xu Taihua*, Cheng Fuhao, Yang Xibei, Chen Jianjun. An Acceleration Method for Attribute Reduction Based on Attribute Synthesis[C]. In International Joint Conference on Rough Sets, pp. 62-74. Cham: Springer Nature Switzerland, 2023.
  [13] Zhang Shuaishuai, Liu Keyu, Xu Taihua*, Yang Xibei, Zhang Ao. A meta-heuristic feature selection algorithm combining random sampling accelerator and ensemble using data perturbation[J], APPLIED INTELLIGENCE, 2023, 53(24): 29781-29798.
  [14] Liu Zhuangzhuang, Xu Taihua*, Yang Jie, Xia shuyin. Three-way decision of granular-ball rough sets based on fuzziness [C]. In International Joint Conference on Rough Sets, 2024.
  [15] Jie Yang, Zhuangzhuang Liu, Shuyin Xia, Guoyin Wang, Qinghua Zhang, Shuai Li, Taihua Xu*. 3WC-GBNRS++: A Novel Three-Way Classifier With Granular-Ball Neighborhood Rough Sets Based on Uncertainty [J], IEEE Transactions on Fuzzy Systems, 2024, 32(8): 4376-4387.
  [16] Taihua Xu, Huixing He, Xibei Yang, Jie Yang, Jingjing Song, Yun Cui. Efficient parallel algorithm for finding strongly connected components based on granulation strategy [J], Knowledge and Information Systems, 2024: 1-25.
  [17] Taihua Xu, Fengming Hua, Xibei Yang, Yun Cui, Fei Wang, Shuai Li. Finding single-source shortest paths from unweighted directed graphs combining rough sets theory and marking strategy [J], Journal of Applied Mathematics and Computing, 2024: 1-20.
  [18] He Huixing, Xu Taihua*, Chen Jianjun, Cui Yun, Song Jingjing. A Granulation Strategy-Based Algorithm for Computing Strongly Connected Components in Parallel[J]. Mathematics, 2024, 12(11), 1723.
  [19] Hua Mingfeng, Xu Taihua*, Yang Xibei, Chen Jianjun, Yang Jie. A novel approach for calculating single-source shortest paths of weighted digraphs based on rough sets theory[J]. Mathematical Biosciences and Engineering. 2024, 21(2): 2626-45.
  [20] Taihua Xu, Yuehui Wang, Jingjing Song, Yun Cui, Shuai Li. Rough fuzzy strongly connected components of rough fuzzy directed graphs with applications to marine ecological networks [J], Journal of Applied Mathematics and Computing, 2025.
  [21] Weijun Wang, Taihua Xu*, Chengjie Cui, Yun Cui, Huige Li. Multi-view Graph Convolutional Network via Granular-Ball Computing [C]. In International Joint Conference on Rough Sets, 2024.
  [22] Weijun Wang, Xibei Yang, Qinghua Zhang, Shuyin Xia, Jie Yang, Taihua Xu*. Capturing local and global information: Multi-view graph convolutional network via granular-ball computing and collaborative matrix[J], Expert Systems with Applications, 2026, 296(C):129057 .