仵训练，郑州大学求是青年教师、硕士生导师。2025年毕业于西安电子科技大学，长期从事数据挖掘、图机器学习、社区检测、聚类分析等方向的研究。发表高水平论文10余篇，主持或参与国家/省部级等项目10余项。担任20余个期刊和会议审稿人。

招生信息

2027年招收2-3名研究生，欢迎报考（保研生务必提前联系！），也欢迎本科实习生进组学习。

l报考之前请先通过Email（xlwu@zzu.edu.cn）联系，提供成绩单和尽量详细的简历。要求数学功底扎实、编程能力强、善于交流。

l课题组计算资源丰富，依托国家超算郑州中心

l可推荐至知名学府科研实习和深造，参加学术会议

科研项目

[1]主持 国家自然科学基金青年科学基金项目（青C）

[2]主持 河南省重大产业关键技术攻关“揭榜挂帅”项目子课题

[3]主持 郑州大学青年人才引进启动项目

学术论文

[1]Xunlian Wu, Anqi Zhang, Jingqi Hu, Han Zhang, Yining Quan, Qiguang Miao, Peng Gang Sun. Label acceptance based label propagation algorithm for community detection[J]. Information Processing and Management, 2026, 63(3): 104573. (IPM, 中科院1区Top)

[2]Xunlian Wu, Wanying Lu, Yinning Quan, Qiguang Miao, Peng Gang Sun. Deep dual graph attention auto-encoder for community detection[J]. Expert Systems with Applications, 2024, 238: 122182. (ESWA, 中科院1区Top，谷歌引用62次)

[3]Xunlian Wu, Jingqi Hu, Anqi Zhang, Yining Quan, Qiguang Miao, Peng Gang Sun. Motif-based contrastive graph clustering with clustering-oriented prompt[J]. Information Processing and Management, 2025, 62: 104208. (IPM, 中科院1区Top)

[4]Xunlian Wu, Jianghao Yu, Xingyu Guo, Jinliang Liu, Zhuping Hu, Peng Gang Sun, Hua Wang, Mingliang Xu. Node-to-cluster contrastive learning with modularity maximization for graph clustering. Expert Systems with Applications. (ESWA, 中科院1区Top)

[5]Xunlian Wu, Anqi Zhang, Yining Quan, Qiguang Miao, Peng Gang Sun. Dynamic linear threshold model with decay for influence spread[J]. Tsinghua Science and Technology, 2025. (TST, 中科院1区Top, 中国科技期刊卓越行动计划英文领军期刊)

[6]Xunlian Wu, Jingqi Hu, Anqi Zhang, Yining Quan, Qiguang Miao, Peng Gang Sun. Structure-enhanced contrastive learning for graph clustering[J]. IEEE Transactions on Network Science and Engineering, 2025. (TNSE, 中科院2区Top)

[7]Xunlian Wu, Han Zhang, Yining Quan, Qiguang Miao, Peng Gang Sun. Graph embedding based on motif-aware feature propagation for community detection[J]. Physica A: Statistical Mechanics and its Applications, 2023, 630: 129205. (Physica A, 中科院2区，谷歌引用21次)

[8]Xunlian Wu, Da Teng, Han Zhang, Jingqi Hu, Yining Quan, Qiguang Miao, Peng Gang Sun. Graph reconstruction and attraction method for community detection[J]. Applied Intelligence, 2025, 55(5): 1-17.( APIN, 中科院2区)

[9]Peng Gang Sun, Jingqi Hu, Xunlian Wu* (唯一通讯), Han Zhang, Yining Quan, Qiguang Miao. Graph reconstruction model for enhanced community detection[J]. Physica A: Statistical Mechanics and its Applications, 2025, 664: 130440. (Physica A, 中科院2区)      

[10]Peng Gang Sun, Xunlian Wu (学生一作), Yining Quan, Qiguang Miao. Rearranging indivisible blocks for community detection[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(6): 6252-6263. (TKDE, 中科院1区Top, CCF A)

[11]Peng Gang Sun, Xunlian Wu (学生一作), Yining Quan, Qiguang Miao. Influence percolation method for overlapping community detection[J]. Physica A: Statistical Mechanics and its Applications, 2022, 596: 127103. (Physica A, 中科院2区)

[12]Wei Zhao, Cai Xu, Ziyu Guan, Xunlian Wu (学生一作), Wanqing Zhao, Qiguang Miao, Xiaofei He, Quan Wang. TelecomNet: Tag-based weakly-supervised modally cooperative hashing network for image retrieval[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 44(11): 7940-7954 (TPAMI, 中科院1区Top，CCF A)

[13]Cai Xu, Hongmin Liu, Ziyu Guan, Xunlian Wu (学生一作), Jiale Tan, Beilei Ling. Adversarial incomplete multiview subspace clustering networks[J]. IEEE Transactions on Cybernetics, 2022, 52(10): 10490-10503 (TCYB, 中科院1区Top)             

[14]Jinliang Liu, Chenxi Qin, Jiayi Wu, Xunlian Wu, Zhaoyang Ge, Bo Liu, Mu Chen, Mingliang Xu. Direction-Aware Noise Power Spectrum Loss for Low-Dose CT Denoising. CAAI International Conference on Artificial Intelligence. (CICAI 2026, CAAI A)