Introduction:

Name:Xiaojun Ye
Position: Professor
Tel:86-10-62795439
Email:yexj@tsinghua.edu.cn


Education background:

1989—1994 INSA Lyon, France,PhD
1987—1989 Northwest Polytechnical University,Xi’an, China,Master
1983—1987 Northwest Polytechnical University,Xi’an, China,BS


Experience:

2010— Associate professor, Professor, School of Software,Tsinghua University
1994—2009 Lecturer and Associate Professor, Department of Computer Science and Technology,Tsinghua University


Areas of Research Interests/ Research Projects:

Current research interests include big data technology, data security and privacy, cybersecurity review method, intelligent discovery technology of network attacks.


Research Status:

Current research projects include
1.Database product quality evaluation scheme, Supported by National Technology major projects of China, 2008-2011.
2.Database testing tool development, Supported by National Technology major projects of China, 2009-2011.
3)Research on database system monitoring technology and service,Supported by National Technology Projects on Information Security of China, 2011-2014。
4)Information Security Technology-Security Capability Requirements for Big Data Services, Supported by Bureau of Cybersecurity, CAC,2016-2018。
5)Information product and service security evaluation scheme, Supported by National state key projects of China, 2016-2019.
6)Key technologies of intelligent discovery of network attacks, Supported by National state key projects of China, 2019-2022.
7)Big Data Evaluation Indicators, Supported by Bureau of Cybersecurity, CAC,2019-2020。

 

 


Academic Achievement:

1)Zheng Wang, Xiaojun Ye, Chaokun Wang, Philip S. Yu:Feature Selection via Transferring Knowledge Across Different Classes. TKDD 13(2): 22:1-22:29 (2019)
2)Chaokun Wang , Changping Wang, Zheng Wang , Xiaojun Ye, Jeffrey Xu Yu , Bin Wang:DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding. IEEE Trans. Knowl. Data Eng. 31(12): 2277-2291 (2019)
3)Chaokun Wang, Changping Wang, Zheng Wang, Xiaojun Ye, Jeffrey Xu Yu, Bin Wang:DeepDirect: Learning Directions of Social Ties with Edge-Based Network Embedding (Extended Abstract). ICDE 2019: 2149-2150
4)Jing Yu, Yao Fu, Yanan Zheng, Zheng Wang, Xiaojun Ye:Test4Deep: an Effective White-Box Testing for Deep Neural Networks. CSE/EUC 2019: 16-23
5)Changping Wang, Chaokun Wang , Gaoyang Guo, Xiaojun Ye, Philip S. Yu:Efficient Computation of G-Skyline Groups. IEEE Trans. Knowl. Data Eng. 30(4): 674-688 (2018)
6)Zheng Wang, Xiaojun Ye, Chaokun Wang, Yuexin Wu, Changping Wang, Kaiwen Liang:RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-Imbalanced Labels for Network Embedding. AAAI 2018: 475-482
7)Lin Sun, Lan Zhang, Xiaojun Ye:Randomized Bit Vector: Privacy-Preserving Encoding Mechanism. CIKM 2018: 1263-1272
8)Changping Wang, Chaokun Wang, Gaoyang Guo, Xiaojun Ye, Philip S. Yu:Efficient Computation of G-Skyline Groups (Extended Abstract). ICDE 2018: 1769-1770
9)Jisheng Pei , Xiaojun Ye:Information-Balance-Aware Approximated Summarization of Data Provenance. Scientific Programming 2017: 4504589:1-4504589:11 (2017)
10)Zheng Wang, Chaokun Wang, Jisheng Pei, Xiaojun Ye, Multiple Source Detection without Knowing the Underlying Propagation Model. AAAI 2017: 217-223
11)Naiqiao Du, Xiaojun Ye, Jianmin Wang, A semantic-aware data generator for ETL workflows. Concurrency and Computation: Practice and Experience 28(4): 1016-1040 (2016)
12)Changping Wang, Chaokun Wang, Hao Wang, Jun Chen, Xiaojun Ye, Preference Join on Heterogeneous Data. APWeb (2) 2016: 317-329.
13)Jisheng Pei, Lijie Wen, Xiaojun Ye, Akhil Kumar, Zijing Lin, Transition Adjacency Relation Computation Based on Unfolding: Potentials and Challenges. OTM Conferences 2016: 61-79
14)Haowen Zhu, Xiaojun Ye, Xiaojun Zhang, Ke Shen, A Context-Aware Approach for Dynamic GUI Testing of Android Applications. COMPSAC 2015: 248-253
15)Letong Feng, Yanqing Li, Lin Liu, Xiaojun Ye, Jianmin Wang, Zhanqiang Cao, Xin Peng, Towards an Applied Oral Health Ontology: A Round Trip between Clinical Data and Experiential Medical Knowledge. COMPSAC Workshops 2015: 288-295
16)Changping Wang, Chaokun Wang, Jingchao Hao, Hao Wang, Xiaojun Ye, MAVis: A Multiple Microblogs Analysis and Visualization Tool. DASFAA (2) 2015: 541-545
17)Lin Liu, Chen Yang, Jianmin Wang, Xiaojun Ye, Yingbo Liu, Hongji Yang, Xiaodong Liu, Requirements model driven adaption and evolution of Internetware. SCIENCE CHINA Information Sciences 57(6): 1-19 (2014)
18)Naiqiao Du, Xiaojun Ye, Jianmin Wang, A schema aware ETL workflow generator. Information Systems Frontiers 16(3): 453-471 (2014).
19)Fei Yang, Xiaojun Ye, Yong Zhang, Chunxiao Xing, DZMQ: A Decentralized Distributed Messaging System for Realtime Web Applications and Services. IEEE WISA 2014: 165-171
20)Yu Wang, Xiaojun Ye, Index-Based OLAP Aggregation for In-Memory Cluster Computing. CCBD 2014: 148-151
21)Tianchun Wang, Xiaoming Jin, Xuetao Ding, Xiaojun Ye, User Interests Imbalance Exploration in Social Recommendation: A Fitness Adaptation. CIKM 2014: 281-290
22)Weiqian Huo, Jisheng Pei, Ke Zhang, Xiaojun Ye, KP-ABE with Attribute Extension: Towards Functional Encryption Schemes Integration. PAAP 2014: 230-237
23)Jisheng Pei, Xiaojun Ye, Towards Policy Retrieval for Provenance Based Access Control Model. TrustCom 2014: 769-776
24)Yun Wei Zhao, Willem-Jan van den Heuvel, Xiaojun Ye, Exploring big data in small forms: A multi-layered knowledge extraction of social networks. BigData Conference 2013: 60-67
25)Zijia Lin, Guiguang Ding, Mingqing Hu, Jianmin Wang, Xiaojun Ye, Image Tag Completion via Image-Specific and Tag-Specific Linear Sparse Reconstructions. CVPR 2013: 1618-1625
26)Hongwei Zhao, Xiaojun Ye, A Practice of TPC-DS Multidimensional Implementation on NoSQL Database Systems. TPCTC 2013: 93-108
27)Hongwei Zhao, Xiaojun Ye, A Multidimensional OLAP Engine Implementation in Key-Value Database Systems. WBDB 2013: 155-170
28)杨璐; 叶晓俊:云服务环境下的密钥管理问题和挑战. 计算机科学 44(3): 3-9 (2017)
29)Lan Zhang, Yao Lai, Xiaojun Ye:基于注意力机制的恶意软件调用序列检测. 计算机科学 46(12): 132-137 (2019)
30)裴继升; 叶晓俊: 基于语法推导的溯源依赖关系路径模式挖掘算法. 清华大学学报(自然科学版) 57(6):561-568(2017)
31)沈科; 叶晓俊; 刘孝男; 李斌。基于API调用分析的Android应用行为意图推测. . 清华大学学报(自然科学版) 57(11):1139-1144(2017)