程 祥 副教授 博/硕导

姓名

程祥

         

 

性别

 

职务

 

 

学术兼职

 

 

老师类型

硕导、博导

 

所属中心

交换与智能控制研究中心

 

职称

副教授

 

承担课程

大数据技术与应用、互联网新技术与服务

 

研究方向

大数据、人工智能、网络服务

 

个人介绍

 

于2013年获得北京邮电大学计算机博士学位,并获得北京邮电大学优秀博士学位论文奖。于2011年9月至2012年9月赴美国麻省大学阿默斯特分校(UMASS Amherst)访问学习一年。2013年4月进入北京邮电大学网络与交换技术国家重点实验室工作。主要研究方向包括大数据、人工智能、网络服务。研究成果已发表在包括IEEE International Conference on Data Engineering (IEEE ICDE)、IEEE International Conference on Data Mining series (IEEE ICDM)、International Joint Conference on Artificial Intelligence (IJCAI)、IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE)、IEEE Transactions on Services Computing (IEEE TSC)、ACM Computer Communication Review (CCR)、IEEE/ACM Transaction on Networking (TON)等在内的国际顶级会议和期刊。根据谷歌学术统计数据,当前论文引用总数超过800次。

 

承担课题

 

主持、参与的主要国家级项目以及校企合作项目如下:
1. 国家自然科学基金青年基金,61502047、满足差分隐私的频繁模式挖掘、2016/01-2018/12、在研、主持。
2. 国家自然科学基金面上项目,61170274、高效用节能可靠的虚拟网络映射关键技术研究、2012/01-2015/12、结题、第二完成人。
3. 中兴通讯产学研合作项目,大数据在线隐私保护系统研究,2017/04-2018/06、在研、主持。
4. 科技成果转化种子扶持项目,基于深度哈希的大规模图片检索系统,2017/07-2018/07、在研,主持。
 

 

获奖和成果

 

 

 

发表论文

 

代表性论文-国际会议:
[1] Sen Su, Gang Chen, Xiang Cheng, Rong Bi, Deep Supervised Hashing with Nonlinear Projections, International Joint Conference on Artificial Intelligence (IJCAI) 2017, Melbourne, Australia. (CCF A类)
[2] Sen Su,Peng Tang,Xiang Cheng,Rui Chen,Zequn Wu,Differentially Private MultiParty High-Dimensional Data Publishing, IEEE International Conference on Data Engineering (ICDE) 2016, Helsinki, Finland. (CCF A类)
[3] Shengzhi Xu, Sen Su, Li Xiong,Xiang Cheng,Ke Xiao,Differentially Private Frequent Subgraph Mining,IEEE International Conference on Data Engineering (ICDE) 2016, Helsinki, Finland. (CCF A类)
[4] Shengzhi Xu, Sen Su, Xiang Cheng, Zhengyi Li, Differentially Private Frequent Sequence Mining via Sampling-based Candidate Pruning, IEEE International Conference on Data Engineering (ICDE) 2015, Seoul,Korea. (CCF A类)
[5] Sen Su, Yiping Teng, Xiang Cheng, Tao Peng, Guoliang Li,Privacy-Preserving Top-k Spatial Keyword Queries over Outsourced Database,International Conference on Database Systems for Advanced Applications (DASFAA) 2015, Hanoi, Vietnam. (CCF B类)
[6] Sen Su, Han Yan, Xiang Cheng, Peng Tang,Authentication of Top-k Spatial Keyword Query in Outsourced Database, International Conference on Database Systems for Advanced Applications (DASFAA) 2015, Hanoi, Vietnam. (CCF B类)
[7] Sen Su, Xiang Cheng, Lixin Gao, Jiantao Yin,Co-ClusterD: A Distributed Framework for Data Co-Clustering with Sequential Updates,IEEE International Conference on Data Mining series (ICDM) 2013, Dalas, USA. (CCF B类)
代表性论文-国际期刊:
[1] Xiang Cheng, Shuguang Zhu, Sen Su, Gang Chen, A Multi-objective Optimization Approach for Question Routing in Community Question Answering Services, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017. (CCF A类)
[2] Xiang Cheng, Sen Su, Lixin Gao, Jiangtao Yin, Co-ClusterD: A Distributed Framework for Data Co-Clustering with Sequential Updates, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2015,27 (12): 3231-3244. (CCF A类)
[3] Shengzhi Xu, Xiang Cheng, Sen Su, Ke Xiao, Li Xiong,Differentially Private Frequent Sequence Mining,IEEE Transactions on Knowledge and Data Engineering (TKDE),2016, 28(11), pp. 2910-2926. (CCF A类)
[4] Sen Su, Shengzhi Xu, Xiang Cheng, Zhengyi Li, Fangchun Yang,Differentially Private Frequent Itemset Mining via Transaction Splitting,IEEE Transactions on Knowledge and Data Engineering (TKDE),2015, 27 (7): 1875-1891. (CCF A类)
[5] Xiang Cheng, Sen Su, Shengzhi Xu, Peng Tang, Zhengyi Li, Differentially Private Maximal Frequent Sequence Mining, Elsevier Computers & Security, 2015, Vol. 55, pp. 175-192. (CCF B类)
[6] Xiang Cheng, Sen Su, Shengzhi Xu, Zhengyi Li, DP-Apriori: A Differentially Private Frequent Itemset Mining Algorithm Based on Transaction Splitting,Elsevier Computers & Security,2015, Vol. 50, pp. 74-90. (CCF B类)
[7] Sen Su, Yiping Teng, Xiang Cheng, Ke Xiao, Guoliang Li, Junliang Chen, Privacy-Preserving Top-k Spatial Keyword Queries in Untrusted Cloud Environments, IEEE Transaction on Service Computing (TSC), 2015. (CCF B类)
[8] Xiang Cheng, Sen Su, Zhongbao Zhang, Hanchi Wang, Fangchun Yang, Yan Luo, Jie Wang, Virtual Network Embedding Through Topology-Aware Node Ranking,IEEE/ACM SIGCOMM Computer Communication Review, 2011, 41(2): 39-47.
[9] Xiang Cheng, Sen Su, Zhongbao Zhang, Kai Shuang, Fangchun Yang, Yan Luo, Jie Wang, Virtual Network Embedding Through Topology Awareness and Optimization,Elsevier Computer Networks,2012, 56(6): 1797-1813. (CCF B类)
[10] Sen Su, Zhongbao Zhang, Alex X. Liu, Xiang Cheng, Yiwen Wang, Xinchao Zhao,Energy Aware Virtual Network Embedding, IEEE Transactions on Networking,2014, 22(5): 1607-1620. (CCF A类)
[11] Jian Li, Sen Su, Xiang Cheng, Meina Song, Liyu Ma, Jie Wang, Cost-Efficient Coordinated Scheduling for Leasing Cloud Resources on Hybrid Workloads, Elsevier Parallel Computing, 2015, Vol 44, pp. 1-17. (CCF B类)
 

 

联系电话

 

 

 

Email:

chengxiang@bupt.edu.cn