导航
数据科学系
您现在的位置: 首页 >> 师资队伍 >> 教师名录 >> 数据科学系 >> 正文

肖春静

博士/副教授/硕导

联系方式:xiaocj@henu.edu.cn

  

一、个人基本信息

肖春静,男,19792月生,工学博士,副教授,硕士生导师,美国西北大学访问学者、英国伦敦大学学院访问学者。曾主持国家自然科学基金项目,河南省科技攻关计划项目等多个项目。担任《Knowledge-Based Systems》和《information sciences》等多个期刊审稿人。在CCF-A类推荐会议和期刊发表多篇论文。目前主要研究方向为大数据、人工智能、社交网络和物联网。

二、奖励

[1]河南大学2015教学质量二等奖

[2]河南大学2017教学质量二等奖

三、论文、著作

[1]Chunjing Xiao, Yue Lei, Chun Liu, Jie Wu. Mean Teacher-based Cross-Domain Activity Recognition using WiFi Signals, IEEE Internet of Things Journal, 2023, 10 (14), 12787-12797. (SCI检索, 1区, IF: 10.6).

[2]Chunjing Xiao, Xovee Xu, Yue Lei, Kunpeng Zhang, Siyuan Liu, Fan Zhou. Counterfactual Graph Learning for Anomaly Detection on Attributed Networks, IEEE Transactions on Knowledge and Data Engineering, 2023, 35(10): 10540-10553. (SCI检索, 1区, IF: 8.9, CCF-A类期刊).

[3]Chunjing Xiao, Shiming Chen, Fan Zhou, Jie Wu. Self-Supervised Few-Shot Time-series Segmentation for Activity Recognition, IEEE Transactions on Mobile Computing, 2023, 22(11): 6770-6783. (SCI检索, 2区, IF: 7.9, CCF-A类期刊).

[4]Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou. Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023. (CCF-A类会议).

[5]Xuan Li, Chunjing Xiao*, Ziliang Feng, Shikang Pang, Wenxin Tai, Fan Zhou. Controlled graph neural networks with denoising diffusion for anomaly detection, Expert Systems with Applications, 2023, 237(3): 121533. (SCI检索, 1区, IF: 8.5, 通讯作者).

[6]Zhonghai He, Bei Hui, Shengming Zhang, Chunjing Xiao*, Ting Zhong, Fan Zhou. Exploring indirect entity relations for knowledge graph enhanced recommender system, Expert Systems with Applications, 2023, 213(3): 118984. (SCI检索, 1区, IF: 8.5, 通讯作者).

[7]Fan Zhou, Tangjiang Qian, Yuhua Mo, Zhangtao Cheng, Chunjing Xiao*, Jin Wu, Goce Trajcevski. Uncertainty-Aware Heterogeneous Representation Learning in POI Recommender Systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53(7): 4522-4535. (SCI检索, 1区, IF: 8.7, 通讯作者).

[8]Wei Yang, Yang Liu, Chunjing Xiao*. Deep metric learning for accurate protein secondary structure prediction, Knowledge-Based Systems, 2022, 242(4): 108356. (SCI检索, 1区, IF: 8.8, 通讯作者).

[9]Chunjing Xiao, Yue Lei, Yongsen Ma, Fan Zhou, Zhiguang Qin. DeepSeg: Deep-Learning-Based Activity Segmentation Framework for Activity Recognition Using WiFi, IEEE Internet of Things Journal, 2021, 7(8): 5669-5681. (SCI检索, 1区, IF: 10.6).

[10]Fan Zhou, Xiuxiu Qi, Chunjing Xiao*, Jiahao Wang. MetaRisk: Semi-supervised few-shot operational risk classification in banking industry, Information Sciences, 2021, 552(4): 1-16. (SCI检索, 1区, IF: 8.1,通讯作者).

[11]ChunjingXiao, Chun Liu, Ying Ma, Zheng Li, Xucheng Luo. Time sensitivity-based popularity prediction for online promotion on Twitter, Information Sciences, 2020, 525(7):82-92. (SCI检索, 1区, IF: 8.1).

[12]ChunjingXiao, Daojun Han, Yongsen Ma, Zhiguang Qin. CsiGAN: Robust Channel StateInformation-based Activity Recognition with GANs, IEEE Internet of Things Journal, 2019, 6(6): 10191-10204. (SCI检索, 1区, IF: 10.6).

四、科研项目

[1]基于WiFi信号的非阈值动作分割和自适应行为识别方法(212102210387),河南省科技攻关计划,2021.1-2022.12,主持。

[2]基于动态因素的在线社会网络信息传播效果实时预测模型(61402151),国家自然科学基金,2015.1-2017.12,主持。

[3]面向家庭网关的基于用户行为的高效内容分发理论与技术研究(61272527),国家自然科学基金,2013.01-2016.12,参与。

[4]基于需求语义标注与领域知识的服务透明化推荐方法研究(61402150),国家自然科学基金,2015.1-2017.12,参与。

[5]基于微博受众接收能力的网站流量提升效果预测建模(162102410010),河南省科技攻关计划(国际科技合作项目),2016.1-2018.12,主持。

[6]基于微博平台的网站推广效果影响因素分析与预测,网络与数据安全四川省重点实验室开放课题基金,2015.5-2017.5,主持。

[7]河南大学基金科研业务费科研专项,优青培育项目,2017.7-2019.7,主持。

五、联系方式

E-mail:xiaocj@henu.edu.cn