基本信息

郭莉,中国科学院信息工程研究所副所长,信息内容安全技术国家工程实验室常务副主任,国务院政府特殊津贴专家,中国科学院大学教授,博士生导师。主要从事信息内容安全、智能信息处理等领域科研工作,在超大规模网络流处理、加密流量识别与分析、海量文本检索与挖掘等方面取得了部分技术突破。先后获得了国家科技进步一等奖、国家科技进步二等奖、“全国保密工作先进工作者”称号、“中科院十大杰出妇女”称号等奖励和荣誉。

电子邮件:guoli@iie.ac.cn

研究领域

信息内容安全、智能信息处理

招生信息

   
招生专业
083900-网络空间安全
招生方向
信息过滤与内容计算,信息检索与数据挖掘

工作经历

1994年07月—2011年12月:中国科学院计算技术研究所,正高级工程师、信息安全研究中心主任、信息内容安全技术国家工程实验室常务副主任

2012年1月至今:中国科学院信息工程研究所,正高级工程师、博士生导师、副所长、信息内容安全技术国家工程实验室常务副主任、中国科学院大学网络空间安全学院第二教研室主任


奖励荣誉

国家科技进步一等奖(2002年)

国家科技进步二等奖(2004年)

国务院政府特殊津贴(2012年)

中科院“十大杰出妇女”称号(2012年)

“全国保密工作先进工作者”称号(2013年)

出版信息

发表论文:

1.       Shu Guo, Quan Wang, Lihong Wang, Bin Wang, Li Guo, Knowledge Graph Embedding With Iterative Guidance From Soft Rules. AAAI 2018

2.       Boyang Ding, Quan Wang, Bin Wang, Li Guo, Improving Knowledge Graph Embedding Using Simple Constraints. ACL (1) 2018: 110-121

3.       Qiannan Zhu, Xiaofei Zhou, Jianlong Tan, Ping Liu, Li Guo, Learning Knowledge Graph Embeddings via Generalized Hyperplanes. ICCS (1) 2018: 624-638

4.       Jing Yu, Yuhang Lu, Zengchang Qin, Yanbing Liu, Jianlong Tan, Li Guo, Weifeng Zhang: Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval. CoRR abs/1802.00985 (2018)

5.       Boyang Ding, Quan Wang, Bin Wang, Li Guo, Improving Knowledge Graph Embedding Using Simple Constraints. CoRR abs/1805.02408 (2018)

6.       Qian Li, Gang Li, Wenjia Niu, Yanan Cao, Liang Chang, Jianlong Tan, Li Guo, Boosting imbalanced data learning with Wiener process oversampling. Frontiers Comput. Sci. 11(5): 836-851 (2017)

7.       Shu Guo, Quan Wang, Bin Wang, Lihong Wang, Li Guo, SSE: Semantically Smooth Embedding for Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 29(4): 884-897 (2017)

8.       Quan Wang, Zhendong Mao, Bin Wang, Li Guo, Knowledge Graph Embedding: A Survey of Approaches and Applications. IEEE Trans. Knowl. Data Eng. 29(12): 2724-2743 (2017)

9.       Xiaofei Zhou, Qiannan Zhu, Ping Liu, Li Guo, Learning Knowledge Embeddings by Combining Limit-based Scoring Loss. CIKM 2017: 1009-1018

10.    Jing Ya, Tingwen Liu, Quangang Li, Jinqiao Shi, Haoliang Zhang, Pin Lv, Li Guo, Mining Host Behavior Patterns From Massive Network and Security Logs. ICCS 2017: 38-47

11.    Qian Li, Zhichao Wang, Gang Li, Yanan Cao, Gang Xiong, Li Guo, Learning Robust Low-Rank Approximation for Crowdsourcing on Riemannian Manifold. ICCS 2017: 285-294

12.    Chun-Yi Liu, Chuan Zhou, Jia Wu, Hongtao Xie, Yue Hu, Li Guo, CPMF: A collective pairwise matrix factorization model for upcoming event recommendation. IJCNN 2017: 1532-1539

13.    Xingxing Wang, Dakui Wang, Xiaojun Chen, Rui Xu, Jinqiao Shi, Li Guo, Improving Password Guessing Using Byte Pair Encoding. ISC 2017: 254-268

14.    Xiaoxue Li, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Li Guo, Inferring User Profiles in Online Social Networks Based on Convolutional Neural Network. KSEM 2017: 274-286

15.    Shu Guo, Quan Wang, Lihong Wang, Bin Wang, Li Guo, Knowledge Graph Embedding with Iterative Guidance from Soft Rules. CoRR abs/1711.11231 (2017)

16.    Gang Li, Wenjia Niu, Li Guo, Lynn Margaret Batten, Yinlong Liu, Guoyong Cai, Securing cyberspace. Concurrency and Computation: Practice and Experience 28(6): 1870-1871 (2016)

17.    Wenjia Niu, Endong Tong, Qian Li, Gang Li, Xuemin Wen, Jianlong Tan, Li Guo, Exploring probabilistic follow relationship to prevent collusive peer-to-peer piracy. Knowl. Inf. Syst. 48(1): 111-141 (2016)

18.    Chuan Zhou, Weixue Lu, Peng Zhang, Jia Wu, Yue Hu, Li Guo, On the Minimum Differentially Resolving Set Problem for Diffusion Source Inference in Networks. AAAI 2016: 79-86

19.    Yao Lu, Zhi Qiao, Chuan Zhou, Yue Hu, Li Guo, Location-aware Friend Recommendation in Event-based Social Networks: A Bayesian Latent Factor Approach. CIKM 2016: 1957-1960

20.    Yao Lu, Zhi Qiao, Peng Zhang, Li Guo, Ranking-Based Music Recommendation in Online Music Radios. DSC 2016: 614-619

21.    Xiancai Ji, Yao Lu, Li Guo, Image Super-Resolution with Deep Convolutional Neural Network. DSC 2016: 626-630

22.    Shu Guo, Quan Wang, Lihong Wang, Bin Wang, Li Guo, Jointly Embedding Knowledge Graphs and Logical Rules. EMNLP 2016: 192-202

23.    Yubin Wang, Tingwen Liu, Qingfeng Tan, Jinqiao Shi, Li Guo, Identifying Users across Different Sites using Usernames. ICCS 2016: 376-385

24.    Qian Li, Wenjia Niu, Gang Li, Jianlong Tan, Gang Xiong, Li Guo, Riemannian optimization with subspace tracking for low-rank recovery. IJCNN 2016: 3280-3287

25.    Yang Yan, Tingwen Liu, Li Guo, Jiapeng Zhao, Jinqiao Shi, An Unsupervised Framework Towards Sci-Tech Compound Entity Recognition. KSEM 2016: 110-122

26.    Tingwen Liu, Yang Zhang, Jinqiao Shi, Jing Ya, Quangang Li, Li Guo, Towards quantifying visual similarity of domain names for combating typosquatting abuse. MILCOM 2016: 770-775

27.    Qian Li, Wenjia Niu, Gang Li, Endong Tong, Yue Hu, Ping Liu, Li Guo, Recover Fault Services via Complex Service-to-Node Mappings in Wireless Sensor Networks. J. Network Syst. Manage. 23(3): 474-501 (2015)

28.    Wenyu Zang, Peng Zhang, Chuan Zhou, Li Guo, Locating multiple sources in social networks under the SIR model: A divide-and-conquer approach. J. Comput. Science 10: 278-287 (2015)

29.    Zhi Qiao, Guangyan Huang, Jing He, Peng Zhang, Yanchun Zhang, Li Guo, Modelling semantics across multiple time series and its applications. Knowl.-Based Syst. 85: 27-36 (2015)

30.    Peng Zhang, Chuan Zhou, Peng Wang, Byron J. Gao, Xingquan Zhu, Li Guo, E-Tree: An Efficient Indexing Structure for Ensemble Models on Data Streams. IEEE Trans. Knowl. Data Eng. 27(2): 461-474 (2015)

31.    Chuan Zhou, Peng Zhang, Wenyu Zang, Li Guo, On the Upper Bounds of Spread for Greedy Algorithms in Social Network Influence Maximization. IEEE Trans. Knowl. Data Eng. 27(10): 2770-2783 (2015)

32.    Shu Guo, Quan Wang, Bin Wang, Lihong Wang, Li Guo, Semantically Smooth Knowledge Graph Embedding. ACL (1) 2015: 84-94

33.    Jiguang Liang, Xiaofei Zhou, Yue Hu, Li Guo, Shuo Bai, Sentiment Word Identification with Sentiment Contextual Factors. APWeb 2015: 215-226

34.    Tingwen Liu, Yang Zhang, Yang Yan, Jinqiao Shi, Li Guo, A Self-learning Rule-Based Approach for Sci-tech Compound Phrase Entity Recognition. APWeb 2015: 732-743

35.    Qian Li, Wenjia Niu, Gang Li, Yanan Cao, Jianlong Tan, Li Guo, Lingo: Linearized Grassmannian Optimization for Nuclear Norm Minimization. CIKM 2015: 801-809

36.    Yuanfei Luo, Quan Wang, Bin Wang, Li Guo, Context-Dependent Knowledge Graph Embedding. EMNLP 2015: 1656-1661

37.    Yu Zhang, Yanbing Liu, Jing Yu, Ping Liu, Li Guo, VSEP: A Distributed Algorithm for Graph Edge Partitioning. ICA3PP (Workshops and Symposiums) 2015: 71-84

38.    Qipeng Yao, Li Guo, Minimizing the Social Influence from a Topic Modeling Perspective. ICDS 2015: 6-15

39.    Wenyu Zang, Xiao Wang, Qipeng Yao, Li Guo, A Fast Climbing Approach for Diffusion Source Inference in Large Social Networks. ICDS 2015: 50-57

40.    Qingyun Liu, Hongtao Xie, Yizhi Liu, Chuang Zhang, Li Guo, Data-oriented multi-index hashing. ICME 2015: 1-6

41.    Zhendong Mao, Lei Zhang, Bin Wang, Li Guo, What is the next step of binary features? ICME 2015: 1-6

42.    Quan Wang, Bin Wang, Li Guo, Knowledge Base Completion Using Embeddings and Rules. IJCAI 2015: 1859-1866

43.    Jiguang Liang, Xiaofei Zhou, Ping Liu, Li Guo, Latent sentiment representation for sentiment feature selection. INFOCOM Workshops 2015: 71-72

44.    Jiguang Liang, Xiaofei Zhou, Yue Hu, Li Guo, Shuo Bai, Optimization-based model for determining words' sentiment orientations. INFOCOM Workshops 2015: 87-88

45.    Yiguo Pu, Jinqiao Shi, Xiaojun Chen, Li Guo, Tingwen Liu, Towards misdirected email detection based on multi-attributes. ISCC 2015: 796-802

46.    Jing Ya, Tingwen Liu, Haoliang Zhang, Jinqiao Shi, Li Guo, An automatic approach to extract the formats of network and security log messages. MILCOM 2015: 1542-1547

47.    Chuan Zhou, Ruisheng Shi, Wenyu Zang, Li Guo, Efficient Sensor Placement Optimization for Early Detection of Contagious Outbreaks in Mobile Social Networks. IEEE MS 2015: 261-268

48.    Peng Wang, Chuan Zhou, Peng Zhang, Weiwei Feng, Li Guo, Binxing Fang Evolving Chinese Restaurant Processes for Modeling Evolutionary Traces in Temporal Data. PAKDD (2) 2015: 79-91

49.    Zigang Cao, Gang Xiong, Li Guo, MimicHunter: A General Passive Network Protocol Mimicry Detection Framework. TrustCom/BigDataSE/ISPA (1) 2015: 271-278

50.    Weiwei Feng, Peng Wang, Chuan Zhou, Li Guo, Peng Zhang, Fast Search for Distance Dependent Chinese Restaurant Processes. WWW (Companion Volume) 2015: 33-34

51.    Xiancai Ji, Zhi Qiao, Mingze Xu, Peng Zhang, Chuan Zhou, Li Guo, Online Event Recommendation for Event-based Social Networks. WWW (Companion Volume) 2015: 45-46

52.    Jiguang Liang, Xiaofei Zhou, Li Guo, Shuo Bai, Feature Selection for Sentiment Classification Using Matrix Factorization. WWW (Companion Volume) 2015: 63-64

53.    Qipeng Yao, Ruisheng Shi, Chuan Zhou, Peng Wang, Li Guo, Topic-aware Social Influence Minimization. WWW (Companion Volume) 2015: 139-140

54.    Wenyu Zang, Chuan Zhou, Li Guo, Peng Zhang, Topic-aware Source Locating in Social Networks. WWW (Companion Volume) 2015: 141-142

 

发明专利:

1.   快速内容分析的多关键词匹配方法,专利号:ZL 02157881.8,,授权日期:2006816

2.   一种关键词匹配方法和系统,专利号:ZL 200710175751.7,授权日期:2009819

3.   一种备份数据的组织系统和方法,专利号:ZL 200910089058.7,授权日期:2011629

4.   垃圾邮件过滤的方法和系统,专利号:ZL 200410009854.2,授权日期:2011831

5.   异常域名检测方法及系统,专利号:ZL 200910237594.7,授权日期:20111214

6.   一种关键词匹配方法和系统,专利号:ZL200710175751.7,授权日期:20110831

7.   一种数据流中Top-k项的挖掘方法及系统,专利号:ZL200810239188.X,授权日期:20110323

8.   网络异常行为检测方法及系统,专利号:ZL200910091288.7,授权日期:20110601

9.   确定自动机的空间压缩方法,专利号:ZL200910090556.3,授权日期:20120125

10. 磁盘设备的持续数据保护方法和系统,专利号:ZL201010238798.5,授权日期:20120201

11. 一种多协议数据分类识别的方法和系统,专利号:ZL200810114751.0,授权日期:20120215

12. 确定自动机状态转换表的空间压缩方法,专利号:ZL 201010226250.9,授权日期:20120711

13. 一种对WuManber算法进行测试的方法和系统,专利号:ZL 201110161094.7,授权日期:20141119

14. 数据流预测方法及装置,专利号:ZL 201210155437.3,授权日期:20150422

15. 一种基于相似性度量的图像多目标检测方法,专利号:ZL 201210299415.4,授权日期:20160302

16. 通信行为检测方法及装置,专利号:ZL 201210331075.9     ,授权日期:20160511

17. 一种对稀疏矩阵进行压缩和查询的方法及系统,专利号:201510152316.7(授权日期:2018.08.21

18. 一种空间高效的多模式串匹配方法和系统,申请号:201510236364.4(授权日期:2018.12.05

19. 一种高效的静态哈希表实现方法及系统,申请号:201610793354.5(授权日期:2019.11.29

20. 一种基于位图的布尔表达式存储、匹配方法及系统,专利号:201610811459.9(授权日期:2019.08.08

21. URL匹配方法、URL匹配设备及存储介质,专利号:2017104510435(授权日期:2019.12.23

 

指导学生

已指导学生

曹京  硕士研究生  081202-计算机软件与理论  

陈小军  硕士研究生  081202-计算机软件与理论  

姚秋林  硕士研究生  081202-计算机软件与理论  

杨毅夫  硕士研究生  081202-计算机软件与理论  

张艺濒  硕士研究生  081202-计算机软件与理论  

李镇  硕士研究生  430112-计算机技术  

卢维清  硕士研究生  081280-软件工程  

乔登科  硕士研究生  081202-计算机软件与理论  

蒲以国  硕士研究生  081220-信息安全  

王帅  硕士研究生  430112-计算机技术  

谭郅聪  硕士研究生  081220-信息安全  

汪雷  硕士研究生  081220-信息安全  

单既喜  硕士研究生  085211-计算机技术  

陈蒙蒙  硕士研究生  081202-计算机软件与理论  

陈学敏  硕士研究生  085212-软件工程  

杨帆  硕士研究生  081220-信息安全  

闫旸  博士研究生  081202-计算机软件与理论  

李倩  博士研究生  081202-计算机软件与理论  

丁嘉宁  硕士研究生  081202-计算机软件与理论  

李犇  硕士研究生  085211-计算机技术  

尹泽林  硕士研究生  085211-计算机技术  

郭欢  硕士研究生  085212-软件工程  

陈志鹏  博士研究生  081202-计算机软件与理论  

李响  硕士研究生  081202-计算机软件与理论  

刘梦雅  硕士研究生  0812Z1-信息安全  

曾旭东  硕士研究生  081202-计算机软件与理论  

刘军  硕士研究生  0812Z1-信息安全  

现指导学生

张浩亮  博士研究生  0812Z1-信息安全  

李镇  博士研究生  0812Z1-信息安全  

荣灿东  博士研究生  081202-计算机软件与理论  

张望  博士研究生  081202-计算机软件与理论  

亚静  博士研究生  0812Z1-信息安全  

夏葳  博士研究生  0812Z1-信息安全  

扶佩佩  博士研究生  081202-计算机软件与理论  

王玉斌  博士研究生  083900-网络空间安全  

李白杨  博士研究生  083900-网络空间安全  

钟友兵  博士研究生  083900-网络空间安全  

王青悦  博士研究生  083900-网络空间安全  

张春燕  博士研究生  083900-网络空间安全  

袁玥  硕士研究生  083900-网络空间安全  

玄悦欣  博士研究生  083900-网络空间安全  

张振宇  博士研究生  083900-网络空间安全  

赵璨  博士研究生  083900-网络空间安全