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: 北京市海淀区树村路19号
邮政编码: 100085

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

工作经历

   
工作简历
2019-10~现在, 中国科学院信息工程研究所, 副研究员
2014-10~2019-10,中国科学院信息工程研究所, 助理研究员
2012-07~2014-10,中国科学院信息工程研究所, 研究实习员

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, 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, 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, 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,20161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,20211发明人


专利成果
[1] 周薇, 卫玲蔚, 胡斗, 虎嵩林. 基于不确定语义融合的虚假新闻检测方法及系统. CN: CN116579348A, 2023-08-11.

[2] 周薇, 卫玲蔚, 胡斗, 虎嵩林. 一种面向传播不确定性的谣言检测方法及装置. CN: CN113626685A, 2021-11-09.

[3] 虎嵩林, 吕尚文, 朱福庆, 周薇, 韩冀中. 一种基于异构外部知识源图结构抽取答案信息的方法. CN: CN111581326A, 2020-08-25.

[4] 周薇, 王景丽, 李嘉诚, 韩冀中, 虎嵩林. 基于相似子图匹配的在线马甲检测方法. CN: CN110458182A, 2019-11-15.

[5] 周薇, 卫玲蔚, 文杰, 韩冀中, 虎嵩林. 一种基于隐式关联的多标签传播方法及系统. CN: CN110136016A, 2019-08-16.

[6] 周薇, 马宏远, 包秀国, 程工, 刘纬, 刘春阳, 王卿, 韩冀中, 庞琳, 李雄, 刘玮, 贺敏. 一种基于图计算技术的大规模数据聚类方法. CN: CN104951505A, 2015-09-30.

[7] 周薇, 包秀国, 马宏远, 程工, 冉攀峰, 刘春阳, 王卿, 韩冀中, 庞琳, 李雄, 贺敏, 刘玮. 一种面向大规模社交网络的图数据存储及查询方法. CN: CN104899156A, 2015-09-09.

[8] 张章, 王旻, 汤学海, 周薇, 韩冀中, 孟丹. 一种单节点同时运行不同类型虚拟机的方法及系统. CN: CN103870314A, 2014-06-18.

[9] 张章, 王旻, 汤学海, 周薇, 韩冀中, 孟丹. 一种云平台中分布式应用的智能部署方法及系统. CN: CN103810023A, 2014-05-21.

[10] 戴娇, 文杰, 韩冀中, 周薇. 一种将关系型数据迁移至HBase的方法及系统. CN: CN103631907A, 2014-03-12.

[11] 戴娇, 文杰, 周薇, 闫湖, 韩冀中, 狄方春. 一种电网历史场景调阅方法及系统. CN: CN103617492A, 2014-03-05.

[12] 周薇, 高赟, 冉攀峰, 韩冀中. 一种面向海量时序数据的图数据处理方法及系统. CN: CN103593433A, 2014-02-19.

[13] 周薇, 戴娇, 张章, 韩冀中. 一种基于虚拟化实现主备故障自动恢复的方法及系统. CN: CN103559108A, 2014-02-05.

[14] 周薇, 高赟, 戴娇, 韩冀中. 一种实时在线日志检测方法及系统. CN: CN103514398A, 2014-01-15.

[15] 季知祥, 戴娇, 狄方春, 李立新, 张章, 周薇, 韩冀中, 袁荣昌, 李大鹏, 王威. 一种基于虚拟化技术的电网调度自动化系统. CN: CN103455880A, 2013-12-18.

[16] 周薇, 韩冀中, 戴娇, 张章. 一种基于BSP模型的实时图数据处理系统及方法. CN: CN103336808A, 2013-10-02.

[17] 孙其强, 周薇, 李立新, 狄方春, 韩冀中, 戴娇, 黄文英, 任晓辉, 林静怀, 江凡, 谢巧云, 花静, 闫湖, 黄运豪, 季知祥, 袁荣昌, 李大鹏, 王威. 一种面向大电网的并行实时数据库节点定位系统. CN: CN103077189A, 2013-05-01.

[18] 王楠, 周薇, 韩冀中. 日志检测方法及系统. CN: CN102831020A, 2012-12-19.

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] Hu, Dou, Bao, Yinan, Wei Lingwei, Zhou, Wei, Hu, Songlin. Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations. ACL. 2023, 第 4 作者  通讯作者  
[2] Xu, Yingrui, Liu, Hao, Ge, Jingguo, Zhang, Xiaodan, Hu, Jingyuan, Wu, Yulei, Lv, Honglei, Shi, Hongbin, Zhou, Wei. Mining Weak Relations Between Reviews for Opinion Spam Detection. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING[J]. 2023, 第 9 作者31: 152-162, http://dx.doi.org/10.1109/TASLP.2022.3221008.
[3] Bao, Yinan, Ma, Qianwen, Wei, Lingwei, Zhou, Wei, Hu, Songlin. Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation. IJCAI. 2022, 第 4 作者  通讯作者  
[4] Bao, Yinan, Ma, Qianwen, Wei, Lingwei, Zhou, Wei, Hu, Songlin. Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion-Cause Pair Extraction. ACL(Findings). 2022, 第 4 作者  通讯作者  
[5] 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). 2022, 第 3 作者  通讯作者  https://aclanthology.org/2022.coling-1.243.pdf.
[6] Wei, Lingwei, Hu, Dou, Zhou, Wei, Wang, Xin, Hu, Songlin. Modeling the Uncertainty of Information Propagation for Rumor Detection: A Neuro-Fuzzy Approach. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 2022, 第 3 作者  通讯作者  http://dx.doi.org/10.1109/TNNLS.2022.3190348.
[7] Wang, Ding, Wei, Lingwei, Yuan, Chunyuan, Bao, Yinan, Zhou, Wei, Zhu, Xian, Hu, Songlin. Cascade-Enhanced Graph Convolutional Network for Information Diffusion Prediction. DASFFA. 2022, 第 5 作者  通讯作者  
[8] Bao, Yinan, Ma, Qianwen, Wei, Lingwei, Wang, Ding, Zhou, Wei, Hu, Songlin. Deception Detection Towards Multi-turn Question Answering with Context Selector Network. PRICAI. 2022, 第 5 作者  通讯作者  
[9] Wei, Lingwei, Hu, Dou, Zhou, Wei, Tang, Xuehai, Zhang, Xiaodan, Wang, Xin, Han, Jizhong, Hu, Songlin, Hutter, F, Kersting, K, Lijffijt, J, Valera, I. Hierarchical Interaction Networks with Rethinking Mechanism for Document-Level Sentiment Analysis. MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2020, PT III. 2021, 第 3 作者  通讯作者  12459: 633-649, 
[10] 胡斗, 卫玲蔚, 周薇, 淮晓永, 韩冀中, 虎嵩林. 一种基于多关系传播树的谣言检测方法. 计算机研究与发展[J]. 2021, 第 3 作者58(7): 1395-1411, http://lib.cqvip.com/Qikan/Article/Detail?id=7105055127.
[11] 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, 第 3 作者  通讯作者  3855-3864, 
[12] 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). 2021, 第 2 作者2590-2594, 
[13] 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, 第 3 作者  通讯作者  3845-3854, 
[14] Hu Songlin. Exploiting Heterogeneous Artist and Listener Preference Graph for Music Genre Classification. In ACM MM 2020. 2020, 
[15] Lv, Shangwen, Huang, Longtao, Zang, Liangjun, Zhou, Wei, Han, Jizhong, Hu, Songlin. Yet another approach to understanding news event evolution. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS[J]. 2020, 第 4 作者23(4): 2449-2470, http://dx.doi.org/10.1007/s11280-020-00818-7.
[16] 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, 第 3 作者http://arxiv.org/abs/2012.04233.
[17] 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. PKDD. 2020, 第 3 作者
[18] Wei, Dongjun, Liu, Yaxin, Zhu, Fuqing, Zang, Liangjun, Zhou, Wei, Lu, Yijun, Hu, Songlin. AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization. ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2020, PT II. 2020, 第 5 作者12085: 580-592, 
[19] Zhou Wei. RE-GCN. Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs. In DASFAA 2020. 2020, 第 1 作者
[20] 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, 第 3 作者http://arxiv.org/abs/2006.05169.
[21] 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). 2020, 第 11 作者411-419, http://dx.doi.org/10.1145/3336191.3371838.
[22] 周薇, 卫玲蔚, 韩冀中. 基于社交网络结构的马甲水军检测方法. 信息安全研究[J]. 2019, 第 1 作者5(11): 993-999, http://lib.cqvip.com/Qikan/Article/Detail?id=7100184178.
[23] 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,EMNLP2019. 2019, 第 2 作者  通讯作者  
[24] Li, Jiacheng, Ma, Qianwen, Yuan, Chunyuan, Zhou, Wei, Han, Jizhong, Hu, Songlin, Gedeon, T, Wong, KW, Lee, M. Fusion Convolutional Attention Network for Opinion Spam Detection. NEURAL INFORMATION PROCESSING (ICONIP 2019), PT I. 2019, 第 11 作者11953: 223-235, 
[25] 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 I. 2019, 第 1 作者11446: 36-51, 
[26] Yuan Chunyuan, Ma Qianwen, Zhou Wei, Han Jizhong, Hu Songlin. Jointly embedding the local and global relations of heterogeneous graph for rumor detection. 2019, 第 3 作者http://arxiv.org/abs/1909.04465.
[27] Wei, Lingwei, Zhou, Wei, Wen, Jie, Lin, Meng, Han, Jizhong, Hu, Songlin, Rodrigues, JMF, Cardoso, PJS, Monteiro, J, Lam, R, Krzhizhanovskaya, VV, Lees, MH, Dongarra, JJ, Sloot, PMA. MLP-IA: Multi-label User Profile Based on Implicit Association Labels. COMPUTATIONAL SCIENCE - ICCS 2019, PT I. 2019, 第 11 作者11536: 548-561, 
[28] Li, Jiacheng, Zhou, Wei, Han, Jizhong, Hu, Songlin, Rodrigues, JMF, Cardoso, PJS, Monteiro, J, Lam, R, Krzhizhanovskaya, VV, Lees, MH, Dongarra, JJ, Sloot, PMA. Sockpuppet Detection in Social Network via Propagation Tree. COMPUTATIONAL SCIENCE - ICCS 2019, PT V. 2019, 第 11 作者11540: 507-513, http://dx.doi.org/10.1007/978-3-030-22750-0_44.
[29] 赵马沙, 周薇, 张豪, 韩冀中. 基于分布式图计算框架的好友推荐算法研究. 计算机应用与软件[J]. 2016, 第 2 作者33(6): 32-36, http://lib.cqvip.com/Qikan/Article/Detail?id=7000065178.
[30] Gao Yun, Zhou Wei, Han Jizhong, Meng Dan, Chen J, Yang LT. Reducing the Communication Costs of Graph Analysis by Read-only Replicas and Prioritized Execution. PROCEEDINGS OF 2016 IEEE 18TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS; IEEE 14TH INTERNATIONAL CONFERENCE ON SMART CITY; IEEE 2ND INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS). 2016, 第 2 作者102-109, http://dx.doi.org/10.1109/HPCC-SmartCity-DSS.2016.171.
[31] 曾珊, 周薇, 韩冀中. 面向多应用的文件同步方法. 计算机应用与软件[J]. 2016, 第 2 作者33(10): 297-302,327, http://lib.cqvip.com/Qikan/Article/Detail?id=670134907.
[32] Zhou, Wei, Han, Jizhong, Gao, Yun, Xu, Zhiyong. An efficient graph data processing system for large-scale social network service applications. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2016, 第 1 作者28(3): 729-747, https://www.webofscience.com/wos/woscc/full-record/WOS:000369833500011.
[33] Zhou, Wei, Han, Jizhong, Gao, Yun, Xu, Zhiyong. An efficient graph data processing system for large-scale social network service applications. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2016, 第 1 作者28(3): 729-747, https://www.webofscience.com/wos/woscc/full-record/WOS:000369833500011.
[34] Zhou Wei, Gao Yun, Han Jizhong, Yue Yinliang, Xu Zhiyong, IEEE. A Distributed Graph Data Storage and Computing Framework. 2015 IEEE 17TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS, 2015 IEEE 7TH INTERNATIONAL SYMPOSIUM ON CYBERSPACE SAFETY AND SECURITY, AND 2015 IEEE 12TH INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS (ICESS). 2015, 第 1 作者896-899, 
[35] Zhang Hao, Zhou Wei, Wan Xiaoyu, Fu Ge, Xu Zhiyong, Han Jizhong, IEEE. A Novel Clustering Algorithm on Large-Scale Graph Data. 2014 INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA (CCBD). 2014, 第 2 作者47-54, 
[36] 高赟, 周薇, 韩冀中, 孟丹. 一种基于文法压缩的日志异常检测算法. 计算机学报[J]. 2014, 第 2 作者37(1): 73-86, http://lib.cqvip.com/Qikan/Article/Detail?id=48544435.
[37] Zhou, Wei, Li, Bo, Han, Jizhong, Xu, Zhiyong, IEEE. Arbor: Efficient Large-Scale Graph Data Computing Model. 2013 IEEE 15TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS & 2013 IEEE INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (HPCC_EUC). 2013, 第 1 作者300-307, http://dx.doi.org/10.1109/HPCC.and.EUC.2013.51.
[38] Zhang Zhang, Han Jizhong, Li Bo, Zhou Wei, Meng Dan, IEEE Comp Soc. Lynn: A Multi-Dimensional Dynamic Resource Management System for Distributed Applications in Clouds. 2013 INTERNATIONAL CONFERENCE ON CLOUD AND SERVICE COMPUTING (CSC 2013). 2013, 第 4 作者84-91,