基本信息
周薇  女  硕导  中国科学院信息工程研究所
电子邮件： zhouwei@iie.ac.cn
通信地址： 北京市海淀区杏石口路益园文创C8 405
邮政编码：

教育背景

2014-09--2019-06   中国科学院大学信息工程研究所   研究生/博士学位
2009-09--2012-06   中国科学院研究生院计算技术研究所   研究生/硕士学位

专利与奖励

[1]      一种基于虚拟化实现主备故障自动恢复的方法及系统, 发明专利, 2017, 第 1发明人, 专利号: ZL201310558217.X

[2]      一种面向大规模社交网络的图数据存储及查询方法, 发明专利, 2017, 第 1发明人, 专利号: ZL201510229346.3

[3]      一种基于BSP模型的实时图数据处理系统及方法, 发明专利, 2017, 第 1 发明人, 专利号: ZL201310256296.9

[4]      一种面向海量时序数据的图数据处理方法及系统，发明专利，2018，第1发明人

[5]      一种实时在线日志检测方法及系统，发明专利，2016，第1发明人

[6]      一种基于隐式关联的多标签传播方法及系统，发明专利，2021，第1发明人


专利成果
（ 1 ） 一种基于虚拟化实现主备故障自动恢复的方法及系统, 发明, 2017, 第 1 作者, 专利号: ZL201310558217.X
（ 2 ） 一种面向大规模社交网络的图数据存储及查询方法, 发明, 2017, 第 1 作者, 专利号: ZL201510229346.3
（ 3 ） 一种基于BSP模型的实时图数据处理系统及方法, 发明, 2017, 第 1 作者, 专利号: ZL201310256296.9

出版信息

[1]      Lingwei Wei, Dou Hu, Wei Zhou*, Zhaojuan Yue, Songlin Hu. Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection. In ACL-IJCNLP 2021. CCF-A regular paper.（通讯作者）

[2]      Qianwen Ma, Chunyuan Yuan, Wei Zhou*, Songlin Hu. Label-Specific Dual Graph Neural Network for Multi-Label Text Classification. In ACL-IJCNLP 2021. CCF-A regular paper. （通讯作者）

[3]      Chunyuan Yuan, Qianwen Ma, Junyang Chen, Wei Zhou*, Xiaodan Zhang, Xuehai Tang, Jizhong Han, Songlin Hu. Exploiting Heterogeneous Artist and Listener Preference Graph for Music Genre Classification. In ACM MM 2020. CCF-A regular paper. （通讯作者）

[4]      Jinzhu Yang, Wei Zhou*, Wanhui Qian, Jizhong Han, Songlin Hu. Topic Sequence Embedding for User Identity Linkage from Heterogeneous Behavior Data. In ICASSP 2021. CCF-B regular paper. （通讯作者）

[5]      Chunyuan Yuan, Jiacheng Li, Wei Zhou*, Yijun Lu, Xiaodan Zhang, Songlin Hu. DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users’ Dynamic Preferences for Information Diffusion Prediction. In ECML-PKDD 2020. CCF-B regular paper. （通讯作者）

[6]      Lingwei Wei, Dou Hu, Wei Zhou*, Xuehai Tang, Xiaodan Zhang, Xin Wang, Jizhong Han, Songlin Hu. Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis. In ECML-PKDD 2020. CCF-B regular paper. （通讯作者）

[7]      Chunyuan Yuan, Qianwen Ma, Wei Zhou*, Jizhong Han and Songlin Hu. Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning. In COLING 2020. CCF-B regular paper. （通讯作者）

[8]      Chunyuan Yuan, Qianwen Ma, Wei Zhou*, Jizhong Han, Songlin Hu. Jointly embedding the local and global relations of heterogeneous graph for rumor detection. In ICDM 2019: 796-805. CCF-B regular paper. （通讯作者）

[9]      Chunyuan Yuan, Wei Zhou*, Mingming Li, Shangwen Lv, Fuqing Zhu, Jizhong Han, Songlin Hu. Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots. In EMNLP-IJCNLP 2019: 111-120. CCF-B regular paper. （通讯作者）

[10]      Jinzhu Yang, Wei Zhou*, Lingwei Wei, Junyu Lin, Jizhong Han, Songlin Hu. RE-GCN. Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs. In DASFAA 2020: 432-447. CCF-B regular paper. （通讯作者）

[11]      Wei Zhou, Jingli Wang, Junyu Lin, Jiacheng Li, Jizhong Han, Songlin Hu. A Time-Series Sockpuppet Detection Method for Dynamic Social Relationships. In DASFAA 2019: 36-51. CCF-B regular paper.

[12]      Shangwen Lv, Longtao Huang, Liangjun Zang, Wei Zhou, Jizhong Han, Songlin Hu. Yet another approach to understanding news event evolution. World Wide Web. 2020, 23(4): 2449-2470. CCF-B regular paper. （通讯作者）

[13]      Qianwen Ma, Chunyuan Yuan, Wei Zhou*, Jizhong Han, Songlin Hu. Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification. In WSDM 2020: 411-419. CCF-B regular paper. （通讯作者）


发表论文
[1] Bao, Yinan, Ma, Qianwen, Wei, Lingwei, Zhou, Wei, Hu, Songlin. Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation. IJCAInull. 2022, [2] 卫玲蔚, 胡斗, 周薇, 虎嵩林. Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection. 29th International Conference on Computational Linguistics (COLING 2022)null. 2022, https://aclanthology.org/2022.coling-1.243.pdf.
[3] Ma, Qianwen, Yuan, Chunyuan, Zhou, Wei, Hu, Songlin. Label-Specific Dual Graph Neural Network for Multi-Label Text Classification. 59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (ACL-IJCNLP 2021), VOL 1[J]. 2021, 3855-3864, [4] Yang, Jinzhu, Zhou, Wei, Qian, Wanhui, Han, Jizhong, Hu, Songlin, IEEE. TOPIC SEQUENCE EMBEDDING FOR USER IDENTITY LINKAGE FROM HETEROGENEOUS BEHAVIOR DATA. 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021)null. 2021, 2590-2594, [5] Wei, Lingwei, Hu, Dou, Zhou, Wei, Yue, Zhaojuan, Hu, Songlin. Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection. 59TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 11TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING (ACL-IJCNLP 2021), VOL 1[J]. 2021, 3845-3854, [6] Hu Songlin. Exploiting Heterogeneous Artist and Listener Preference Graph for Music Genre Classification. In ACM MM 2020. 2020, [7] Yuan, Chunyuan, Ma, Qianwen, Zhou, Wei, Han, Jizhong, Hu, Songlin. Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning. 2020, http://arxiv.org/abs/2012.04233.
[8] Wei, Lingwei, Hu, Dou, Zhou, Wei, Tang, Xuehai, Zhang, Xiaodan, Wang, Xin, Han, Jizhong, Hu, Songlin. Hierarchical Interaction Networks with Rethinking Mechanism for Document-level Sentiment Analysis. PKDDnull. 2020, [9] Zhou Wei. RE-GCN. Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs. In DASFAA 2020. 2020, [10] Yuan, Chunyuan, Li, Jiacheng, Zhou, Wei, Lu, Yijun, Zhang, Xiaodan, Hu, Songlin. DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction. 2020, http://arxiv.org/abs/2006.05169.
[11] Ma, Qianwen, Yuan, Chunyuan, Zhou, Wei, Han, Jizhong, Hu, Songlin, ACM. Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style Classification. PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING (WSDM '20)null. 2020, 411-419, http://dx.doi.org/10.1145/3336191.3371838.
[12] Yuan, Chunyuan, Zhou, Wei, Li, Mingming, Lv, Shangwen, Zhu, Fuqing, Han, Jizhong, Hu, Songlin. Multi-hop Selector Network for Multi-turn Response Selection in Retrieval-based Chatbots. International Conference on Empirical Methods in Natural Language Processing，EMNLP2019null. 2019, [13] Zhou Wei, Wang Jingli, Lin Junyu, Li Jiacheng, Han Jizhong, Hu Songlin, Li G, Yang J, Gama J, Natwichai J, Tong Y. A Time-Series Sockpuppet Detection Method for Dynamic Social Relationships. DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2019), PT Inull. 2019, 11446: 36-51, [14] Yuan Chunyuan, Ma Qianwen, Zhou Wei, Han Jizhong, Hu Songlin. Jointly embedding the local and global relations of heterogeneous graph for rumor detection. 2019, http://arxiv.org/abs/1909.04465.