吴小良

发布日期:2026年06月02日 来源: 作者:

长沙理工大学计算机学院教师基本信息表

1、个人基本信息:

   名:吴小良

   别:

出生年月:19965

技术职称: 讲师

毕业院校中南大学

学历(学位):博士

所在学科:计算机科学与技术

研究方向:机器学习算法优化、公平聚类算法优化分析、组合优化

Emai邮箱:xiaoliangwu@csust.edu.cn


2、教育背景:

2014.9-2018.6

武汉轻工大学

理学学士

2018.9-2021.6

中南大学

工学硕士

2021.9-2025.6

中南大学

工学博士







3、 目前研究领域:

机器学习、人工智能、计算机算法优化

4、已完成或已在承担的主要课题:


5、已发表学术论文:

[1] Xiaoliang Wu, Ting Liang, Zhize Li, Qilong Feng. Parameterized approximation schemes for fair clustering in doubling metrics. IJCAI 2026. (CCF B 类会议Accepted)

[2] Ting Liang, Xiaoliang Wu, Junyu Huang, Qilong Feng. Efficient coreset construction algorithm for fair k-median of lines. Theoretical Computer Science, 2026: 116001. (CCF B 类期刊)

[3] Xiaoliang Wu, Ting Liang, Junyu Huang, Qilong Feng. Learning-augmented approximation algorithms for group fair k-center clustering. Frontiers of Computer Science, 2026, 20(10):2010408. (CCF B 类期刊)

[4] Ting Liang, Xiaoliang Wu, Junyu Huang, Jianxin Wang, Qilong Feng. A single-swap local search algorithm for k-means of lines. NeurIPS 2025: 65217-65239. (CCF A 类会议)

[5] Xiaoliang Wu, Qilong Feng, Junyu Huang, Jianxin Wang. Parameterized approximation algorithm for doubly constrained fair clustering. IJCAI 2025: 592-600. (CCF B类会议)

[6] Ting Liang, Xiaoliang Wu, Junyu Huang, Qilong Feng. Coresets for k-median of lines with group fairness constraints. COCOON 2025: 181-193. (CCF B 类会议)

[7] Xiaoliang Wu, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang. New algorithms for distributed fair k-center clustering: almost accurate as sequential algorithms. AAMAS 2024: 1938-1946. (CCF B 类会议)

[8] Xiaoliang Wu, Qilong Feng, Jinhui Xu, Jianxin Wang. New algorithms for fair k-center problem with outliers and capacity constraints. Theoretical Computer Science, 2024, 997: 114515. (CCF B 类期刊)

[9] Ting Liang, Xiaoliang Wu, Jinhui Xu, Qilong Feng. The distributed algorithms for the lower-bounded k-center clustering in metric space. Theoretical Computer Science, 2024: 114975. (CCF B 类期刊)

[10] Xiaoliang Wu, Qilong Feng, Jinhui Xu, Jianxin Wang. The fair k-center with outliers problem: FPT and polynomial approximations. IJTCS-FAW 2023: 225-238. (CCF C 类会议)

[11] Xiaoliang Wu, Feng Shi, Yutian Guo, Zhen Zhang, Junyu Huang, Jianxin Wang. An approximation algorithm

for lower-bounded k-median with constant factor. Science China Information Sciences, 2022, 65(4): 140601. (CCF A 类期刊)

6论著之外的代表性研究成果和学术奖励

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7、 竞赛指导与学生培育:

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8、 所获学术荣誉及学术影响:

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