基本信息

姓名:刘燕兵    研究员级高工,博士生导师

工作单位:中国科学院信息工程研究所

联系地址:北京市海淀区闵庄路甲89号,邮编:100093

电子邮件:liuyanbing@iie.ac.cn

部门/实验室:第二研究室

教育背景

2008-09--2012-06   中国科学院计算技术研究所   研究生,工学博士
2003-09--2006-06   中国科学院计算技术研究所   研究生,工学硕士
1999-09--2003-06   武汉理工大学数学系   本科,理学学士

工作经历

2012.1至今:中国科学院信息工程研究所

2006.7-2011.12:中国科学院计算技术研究所


研究方向

文本智能处理与内容安全、图计算与图数据挖掘、网络流识别处理

论文专利软著

1.        Jie Xie, Yuhai Lu, Cong Cao, Zhenzhen Li, Yangyang Guan, Yanbing Liu, Joint Entity Linking for Web Tables with Hybrid Semantic Matching, International Conference On Computational Science(ICCS), 2020(accepted)

2.        Hui Shi, Wei Ma, XiaoLiang Zhang, JunYan Jiang, ShuJuan Chen, Yanbing Liu, A Hybrid Paper Recommendation Method by Using Heterogeneous Graph and Metadata, International Joint Conference on Neural Networks (IJCNN), 2020(accepted)

3.        Ruipeng Jia, Yanan Cao, Jinpeng Li, Yanbing Liu, Fang Fang and Pengfei Yin, Enhancing Textual Representation for Abstractive Summarization: Leveraging Masked Decoder, International Joint Conference on Neural Networks (IJCNN), 2020(accepted)

4.        Ruipeng Jia, Yanan Cao, Jinpeng Li, Yanbing Liu, Fang Fang and Pengfei Yin, Enhancing Pre-trained Language Representation for Multi-Task Learning of Scientific Summarization, International Joint Conference on Neural Networks (IJCNN), 2020(accepted)

5.        Jing Yu, Yuhang Lu, Weifeng Zhang, Zengchang Qin, Yanbing Liu, Yue Hu, Learning cross-modal correlations by exploring inter-word semantics and stacked co-attention, Pattern Recognition Letters(PRL), pages:189-198, 2020

6.        Xiaoxue Li, Yanmin Shang, Yanan Cao, Yangxi Li, Jianlong Tan, Yanbing Liu, Type-aware Anchor Link Prediction across Heterogeneous Networks based on Graph Attention Network, AAAI Conference on Artificial Intelligence (AAAI), 2019(accepted)

7.        Yuhai Lu, Yanbing Liu, Gongxin Sun, Jianlong Tan, A Memory-Efficient Multiple String Matching Algorithm Based On Charset Transformation, International Conference on Applications and Technology in Information Security (ATIS), pages:3-15, 2019

8.        Fangfang Yuan, Yanmin Shang, Yanbing Liu, Yanan Cao, Jianlong Tan, Attention-based LSTM for Insider Threat Detection, International Conference on Applications and Technology in Information Security (ATIS), pages:192-201, 2019

9.        Jingjing Guo, Jing Yu, Yuhang Lu, Yue Hu, Yanbing Liu, 2D-Convolution based Feature Fusion for Cross-Modal Information Retrieval, International Conference On Computational Science (ICCS), pages:131-144, 2019

10.    Yanmin Shang, Zhezhou Kang, Yanan Cao, Dongjie Zhang, Yang Li, Yangxi Li, Yanbing Liu, PAAE: A Unified Framework for Predicting Anchor Links with Adversarial Embedding, IEEE International Conference on Multimedia and Expo (ICME), pages:682-687, 2019

11.    Yuchen Zhou, Yanmin Shang, Yanan Cao, Yanbing Liu, Jianlong Tan, UAFA: Unsupervised Attribute-Friendship Attention Framework for User Representation, The 12th International Conference on Knowledge Science, Engineering and Management (KSEM), pages: 155-167, 2019

12.    Zheng Fang, Yanan Cao, Qian Li, Dongjie Zhang, Zhenyu Zhang, Yanbing Liu, Joint Entity Linking with Deep Reinforcement Learning, The Web Conference (WWW), pages:438-447, 2019

13.    Jing Yu, Yuhang Lu, Zengchang Qin, Weifeng Zhang, Yanbing Liu, Jianlong Tan, Li Guo, Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval, The 2018 Pacific-Rim Conference on Multimedia(PCM), pages: 223-234, 2018

14.    Yuhai Lu, Yanbing Liu, Chunyan Zhang, Jianlong Tan, A Data-Deduplication-Based Matching Mechanism for URL Filtering, 2018 IEEE International Conference on Communications (ICC), pages:1-6, 2018

15.    Fangfang Yuan, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Binxing Fang, Insider Threat Detection with Deep Neural Network, International Conference On Computational Science(ICCS), pages: 43-54, 2018

16.    Yuhang Lu, Jing Yu, Yanbing Liu, Weifeng Zhang, Jianlong Tan and Li Guo, Fine-grained Correlation Learning with Stacked Co-attention Networks for Cross-modal Information Retrieval, The 11th International Conference on Knowledge Science, Engineering and Management (KSEM), pages:213-225, 2018

17.    Zhezhou Kang, Xiaoxue Li, Yanan Cao, Yanmin Shang, Yanbing Liu, Li Guo, Hierarchical Attention Networks for User Profile Inference in Social Media Systems, The 27th International Conference on Artificial Neural Networks(ICANN), pages: 805-816, 2018

18.    Wenpeng Liu, Yanan Cao, Yanbing Liu, Yue Hu, Jianlong Tan, Reinforcement Learning for Joint Extraction of Entities and Relations, The 27th International Conference on Artificial Neural Networks(ICANN), pages: : 263-272, 2018

19.    Dongjie Zhang, Zheng Fang, Yanan Cao, Yanbing Liu, Xiaojun Chen, Attention-Based RNN Model for Joint Extraction of Intent and Word Slot Based on a Tagging Strategy, The 27th International Conference on Artificial Neural Networks(ICANN), pages: 178-188, 2018

20.    Wenpeng Liu, Yanan Cao, Cong Cao, Yanbing Liu, Jianlong Tan and Li Guo, An Adversarial Training Framework for  Relation Classification, International Conference On Computational Science(ICCS), pages:194-205, 2018

21.    Hao Xu, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Li Guo, Adversarial Reinforcement Learning for Chinese Text Summarization, International Conference On Computational Science(ICCS), pages: 519-532, 2018

22.    Hao Xu, Yanan Cao, Ruipeng Jia, Yanbing Liu, Jianlong Tan, Sequence Generative Adversarial Network for Long Text Summarization, ICTAI, pages:242-248, 2018

23.    Qingyue Wang, Yanjing Song, Hao Liu, Yanan Cao, Yanbing Liu, Li Guo, A Sequence Transformation Model for Chinese Named Entity Recognition, KSEM, pages:491-502, 2018

24.    Jie Xie, Cong Cao, Yanbing Liu, Yanan Cao, Baoke Li and Jianlong Tan, Column Concept Determination for Chinese Web Tables via Convolutional Neural Network, International Conference On Computational Science(ICCS), pages: 533-544, 2018

25.    Jing Yu, Xiaomei Liu, Yanbing Liu, Yue Hu, Multiple Pattern Graph Correlations for Efficient Graph Pattern Matching, 14th ACS/IEEE International Conference on Computer Systems and Applications(AICCSA)-workshop, 2017

26.    Yanan Cao, Shi Wang, Xiaoxue Li, Cong Cao, Yanbing Liu, Jianlong Tan, Inferring Social Network User's Interest Based on Convolutional Neural Network, ICONIP, pages: 657-666, 2017

27.    Zheng Fang, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Li Guo, A Co-training Method for Identifying the Same Person Across Social Networks, 2017 IEEE GlobalSIP Symposium on Deep Learning for Intelligent Multimedia Analytics & Security, pages:1412-1416, 2017

28.    Xiaoxue Li, Yanan Cao, Yanmin Shang, Yanbing Liu, Jianlong Tan, Li Guo, Mining Values of User's Missing Attributes via Neural Network, The 10th International Conference on Knowledge Science, Engineering and Management (KSEM), pages:274-286, 2017

29.    Meizi Zhou, Jing Yu, Yanbing Liu, Qiong Dai, Li Guo, PatternTreeISO: A Pattern Graph Correlation Framework for Accelerating Subgraph Isomorphism over Large Graphs, ACM CIKM 2016 Workshops: the 1st workshop on Big Network Analytics (BigNet'16), 2016

30.    Yu Zhang, Yanbing Liu, Jing Yu, Ping Liu, and Li Guo, VSEP: A Distributed Algorithm for Graph Edge Partitioning, 15th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP) Workshops: the 6th International Workshop on Trust, Security and Privacy for Big Data (TrustData 2015), pages:71-84, 2015

31.    Yu Zhang, Gang Xiong, Yanbing Liu, Mengya Liu, Ping Liu, Li Guo, Delta-K2-tree for Compact Representation of Web Graphs, The 16th Asia-Pacific Web Conference (APWeb), pages:270-281, 2014

32.    Yanbing Liu, Qingyun Liu, Ping Liu, Jianlong Tan, Li Guo, A Factor-searching-based Multiple String Matching Algorithm for Intrusion Detection, 2014 IEEE International Conference on Communications (ICC), pages:653-658, 2014

33.    Yu Zhang, PingLiu, Yanbing Liu, Aiping Li, Cuilan Du, Dongjin Fan, Attacking Pattern Matching Algorithms Based on the Gap between Average-case and Worst-case Complexity, The 5th International Conference on Communication Software and Networks (ICCSN), be published in Journal of Advances in Computer Network (JACN), 1(3):228-233, 2013

34.    Lei Jiang, Jianlong Tan, Yanbing Liu, Binxing Fang, ClusterFA: A Memory-Efficient DFA Structure for Network Intrusion Detection. In Proceedings of the 7th ACM Symposium on Information, Computer and Communications Security (ASIACCS), pages:65-66, 2012

35.    Shuai Niu, Yanbing Liu, Xinbo Song, Speeding Up Double-Array Trie Construction for String Matching, International Standard Conference on Trustworthy Computing and Services (ISCTCS), pages:572-579, 2012

36.    Tingwen Liu, Yifu Yang, Yanbing Liu, Yong Sun, Li Guo, An Efficient Regular Expressions Compression Algorithm From A New Perspective, The 30th IEEE International Conference on Computer Communications (INFOCOM), pages:2129-2137, 2011

37.    Jianlong Tan, Xia Liu, Yanbing Liu, Ping Liu, Speeding Up Pattern Matching by Optimal Partial String Extraction, IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pages:1030-1035, 2011

38.    Guangming Tan, Ping Liu, Dongbo Bu, Yanbing Liu, Revisiting Multiple Pattern Matching Algorithms for Multi-Core Architecture, Journal of Computing Science and Technology (JCST), 26(5): 866-874, 2011

39.    Yanbing Liu, Li Guo, Muyi Guo and Ping Liu, Accelerating DFA Construction by Hierarchical Merging, The 9th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), pages:1-6, 2011

40.    Yanbing Liu, Distributed Hash Tables, Chapter 4 in the book Foundations of Computer Systems Research, Chief editor: Weisong Shi, Higher Education Press, 2010

41.    Yanbing Liu, Li Guo, Ping Liu, Jianlong Tan, Compressing Regular Expressions' DFA Table by Matrix Decomposition, The 15th International Conference on Implementation and Application of Automata (CIAA), pages:282-289, 2010

42.    Yanbing Liu, Yifu Yang, Ping Liu, Jianlong Tan, A Table Compression Method for Extended Aho-Corasick Automaton, The 14th International Conference on Implementation and Application of Automata (CIAA), pages:84-93, 2009

43.    李高超,李犇,卢毓海,刘梦雅,刘燕兵,基于二级索引结构的图压缩算法,通信学报,2018(6):109-1152018

44.    刘梦雅,刘燕兵,于静,郭莉,孙志刚,图数据分析系统计算模型综述,计算机应用研究,34 (11):3204-32132017

45.    张萍,何慧敏,张春燕,曹聪,刘燕兵,谭建龙,FilterFA:一种基于字符集规约的模式串匹配算法,通信学报,37(12):103-1142016

46.    张萍,谭建龙,刘燕兵,郭莉,HashTrie:一种空间高效的多模式串匹配算法,通信学报,36(10):172-1802015

47.    熊刚,何慧敏,于静,刘燕兵,郭莉,HybridFA: 一种基于统计的AC自动机空间优化技术,通信学报,36(7):31-392015

48.    于静,刘燕兵,张宇,刘梦雅,谭建龙,郭莉,大规模图数据匹配技术综述,计算机研究与发展,52(2):391-4092015

49.    张宇,刘燕兵,熊刚,贾焰,刘萍,郭莉,图数据表示与压缩技术综述,软件学报,25(9):1938-19522014

50.    刘燕兵,邵妍,王勇,刘庆云,郭莉,一种面向大规模URL过滤的多模式串匹配算法,计算机学报,37(5):1159-11692014

51.    张宇,刘萍,刘燕兵,谭建龙,郭莉,WuManber算法的复杂度攻击,计算机研究与发展,48(8):1381-13892011

52.    刘燕兵,刘萍,谭建龙,郭莉,基于存储优化的多模式串匹配算法,计算机研究与发展,46(10):1768-17762009

53.    郭莉,谭建龙,刘萍,刘燕兵,面向信息内容安全的串匹配技术,信息技术快报,6(5):1-242008

54.    译著:柔性字符串匹配,电子工业出版社,ISBN71210385872007,课题组成员合作翻译(原著:Flexible Pattern Matching in Strings: Practical on-line search algorithms for texts and biological sequences, Cambridge University Press, 2002

专利与软著:

1.        张春燕,刘燕兵,卢毓海,谭建龙,郭莉,一种基于图搜素方法加速epsilon闭包计算的方法及系统,申请号:202010412344.9(受理日期:2020.05.15

2.        张春燕,刘燕兵,卢毓海,谭建龙,郭莉,一种基于Warshall方法加速epsilon闭包计算的方法及系统,申请号:202010412343.4(受理日期:2020.05.15

3.        唐钰葆,于静,曹聪,刘燕兵,谭建龙,郭莉,一种基于图卷积神经网络的文本分类方法及系统,申请号:201911064089.7(受理日期:2019.11.04

4.        孙恭鑫,卢毓海,刘燕兵,张春燕,谭建龙,郭莉,基于字符集变换的自动机空间压缩方法及系统,申请号:201910505421.2(受理日期:2019.06.12

5.        孙恭鑫,卢毓海,刘燕兵,张春燕,谭建龙,郭莉,用于自动机空间压缩的线性同余字符集变换方法及系统,申请号:201910505446.2(受理日期:2019.06.12

6.        曹聪,张路,刘燕兵,曹亚男,谭建龙,郭莉,一种基于支持向量机的面向智能专家推荐的用户画像方法,申请号:201910129637.3(受理日期:2019.02. 21

7.        曹聪,张路,曹亚男,刘燕兵,谭建龙,郭莉,一种基于卷积神经网络的面向智能专家推荐的用户画像方法,申请号:201910121716.X(受理日期:2019.02.19

8.        卢毓海,王翔,刘燕兵,谭建龙,郭莉,一种从正则表达式中抽取最长精确子串的方法,申请号:201910116717.5(受理日期:2019.02.15

9.        曹聪,谢洁,刘燕兵,曹亚男,谭建龙,郭莉,一种基于文本分类的中文表格列标签恢复方法和系统,申请号:201811524302.3(受理日期:2018.12.13

10.    于静,唐钰葆,刘小梅,刘燕兵,曹聪,谭建龙,郭莉,一种面向弱结构相关性的多模式图索引构建方法及系统,申请号:201811466997.4(受理日期:2018.12.03

11.    于静,郭晶晶,刘小梅,刘燕兵,曹聪,谭建龙,郭莉,一种面向多模式图匹配的并行加速方法,申请号:201811228936.4(受理日期:2018.10.22

12.    曹亚男,徐灏,尚燕敏,刘燕兵,谭建龙,郭莉,一种基于生成对抗网络的中文摘要生成方法和装置,申请号:201810765723.9(受理日期:2018.07.12

13.    曹亚男,李晓雪,尚燕敏,刘燕兵,谭建龙,一种基于卷积神经网络的用户属性推断方法和装置,申请号:201810124041.X(受理日期:2018.02.07

14.    张春燕,刘燕兵,曹聪,卢毓海,袁方方,谭建龙,郭莉,数字查找树的压缩表示方法、系统、存储介质及规则匹配装置,申请号:201810119184.1受理日期:2018.02.06

15.    马伟,鲁睿,刘燕兵,杜翠兰,杨博,柳毅,易立,李睿,李赫男,施慧,一种空间互联网管控方法及系统,申请号:201711294213.X(受理日期:2017.12.08

16.    马伟,鲁睿,刘燕兵,杜翠兰,杨博,柳毅,易立,李睿,李赫男,施慧,卫星互联网中不良用户的检测方法及系统,申请号:201711259304.X(受理日期:2017.12.04

17.    袁方方,刘燕兵,曹聪,卢毓海,张春燕,谭建龙,郭莉,一种串匹配场景下随机模式串集合生成方法、设备和可读存储介质,申请号:201711103789.3(受理日期:2017.11.10

18.    刘燕兵,王歧,卢毓海,张春燕,袁方方,谭建龙,郭莉,一种针对Gzip压缩数据的过滤方法及系统,申请号:201711070628.9(受理日期:2017.11.03

19.    刘燕兵,刘小梅,于静,曹聪,谭建龙,郭莉,一种基于结构相关性的多模式图匹配方法,申请号:201711023877.2(受理日期:2017.10.27

20.    于静,郭晶晶,刘燕兵,曹聪,谭建龙,郭莉,一种基于力导引算法的图数据可视化布局加速方法,申请号:201710992552.9(受理日期:2017.10.23

21.    刘燕兵,袁方方,曹聪,卢毓海,张春燕,谭建龙,郭莉,一种串匹配场景下数据集生成方法、设备和可读存储介质,申请号:201710589808.1(受理日期:2017.07.19

22.    刘燕兵,卢毓海,王歧,张春燕,谭建龙,郭莉,一种并行的数据差分方法及系统,申请号:201710121255.7(受理日期:2017.03.02

23.    卢毓海,张春燕,刘燕兵,谭建龙,郭莉,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

24.    刘燕兵,卢毓海,张春燕,张萍,谭建龙,郭莉,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

25.    刘燕兵,张春燕,卢毓海,谭建龙,郭莉,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

26.    张萍,刘燕兵,谭建龙,郭莉,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

27.    张春燕,张宇,刘燕兵,谭建龙,郭莉,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

28.    张宇,刘萍,刘燕兵,郭莉,陈训逊,李楠宁,薛晨,一种对WuManber算法进行测试的方法和系统,专利号:201110161094.7(计算所,授权日期:2014.11.19

29.    刘燕兵,何慧敏,刘萍,谭建龙,郭莉,确定自动机状态转换表的空间压缩方法,专利号:201010226250.9(计算所,授权日期:2012.07.11

30.    杨毅夫,刘燕兵,刘萍,郭莉,一种有效的对确定自动机空间进行压缩的方法,专利号:200910090556.3(计算所,授权日期:2012.01.25

31.    谭建龙,刘燕兵,刘萍,郭莉,一种关键词匹配方法和系统,专利号:200710175751.7(计算所,授权日期:2009.08.19

32.    卢毓海,刘燕兵,张春燕,谭建龙,郭莉,基于GPU加速的Word文档内容分析系统,软著登记号:2019SR1110522

33.    卢毓海,于跃,刘燕兵,谭建龙,郭莉,基于GPU加速的PDF密码破解软件,软著登记号:2016SR070325

34.    李勇刚,刘燕兵,谭建龙,郭莉,基于GPU加速的RAR密码破解软件,软著登记号:2016SR255840

35.    网络信息过滤引擎工具软件简称 KNIFE,软著登记号:2008SR16984

36.    正则表达式随机测试数据生成软件,软著登记号:2009SR02395