李旭涛的
简历
姓名
：
李旭涛
学历
：博士（计算机）
任职
：
教授
通讯
地址：广东省深圳市南山区西丽大学城哈工大校区
G栋711
电话：
15820428664
研究
方向
（R
esearch Interests）
：
数据
挖掘、机器学习、
社交
网络分析、
推荐
系统、
多模态/张
量数据挖掘
教育
背景
（E
ducation Background）：
2009年9月
——2014
年1月，哈尔滨
工业大学
（
计算机科学与技术）
，
博士
2007年9月
——2009
年7月
，
哈尔滨
工业大学
（
计算机科学与技术）
，硕
士
2003年9月
——2007
年7月,
兰州
大学（计算机科学与技术）
，
学士
工作
经历
（
Working Experience）：
2013年11月——2015年9月，南洋
理工大学，博士后
2015年9月——
至今，
哈尔滨
工业大学深圳研究生院
, 副教授
社会任职 (Professional Experience)
：
Numerical Linear Algebra with Applications (NLA 审稿人)
IEEE Transactions on Knowledge and Data Engineering (TKDE 审稿人)
Research Grants Council Hong Kong (RGC HK
评委
)
International Conference on Web-Age Information Management (WAIM 2014-2015, 审稿人)
International AAAI Conference on Web and Social Media (ICWSM 2014, 审稿人)
Conference on Empirical Methods in Natural Language Processing (EMNLP 2014-2015, 审稿人)
发表
论文
（P
ublications）
会议论文
[1]
Xutao Li
, Gao Cong, Xiaoli Li, Pham Nguyen Tuan Anh, Shonali
Priyadarsini
Krishnaswamy." Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation".
International ACM SIGIR Conference on Research and Development in Information Retrieval
(SIGIR)
, 2015. (CCF A类
)
[2]
Xutao Li
, Tuan-Anh Nguyen Pham, Gao Cong, Quan Yuan, Xiao-Li Li, Shonali Krishnaswamy. "Where you Instagram? Associating Your Instagram Photos with Points of Interest"
.
ACM International Conference on Information and Knowledge Management
(CIKM),
2015. (CCF B 类
)
[3]
Shanshan Feng,
Xutao Li
, Yifeng Zeng, Gao Cong, Yeow Meng Chee, Quan Yuan. "Personalized Ranking Metric Embedding for Next New POI Recommendation".
International Joint Conference on Artificial Intelligence
(IJCAI)
, 2015. (CCF A类
)
[4]
Pham Nguyen Tuan-Anh,
Xutao Li
, Gao Cong, Zhenjie Zhang."A General Graph-based Model for Recommendation in Event-based Social Networks".
International Conference on Data Engineering
(ICDE),
2015. (CCF A 类)
[5]
Michael K. Ng,
Xutao Li
and Yunming Ye. "MultiRank: co-ranking for objects and relations in multi-relational data".
In proceeding of 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
(SIGKDD)
,
pp. 1217-1225, 2011. ( CCF A类)
[6]
Xutao Li
, Michael K. Ng, Yunming Ye. "HAR: Hub, Authority and Relevance Scores in Multi-Relational Data for Query Search".
In proceeding of 12th
SIAM International Conference on Data Mining
(SDM)
,
pp. 141-152, 2012. (CCF B类)
[8]
Yunming Ye,
Xutao Li
, Biao Wu, Yan Li. "Feature Weighting Information-Theoretic Co-Clustering for Document Clustering".
International Conference on Computer Science and Its Applications
, pp. 1-6, 2009.
期刊论文
[1]
Xutao Li,
Michael K. Ng, Yunming Ye. "MultiComm: Finding Community Structure in Multi-Dimensional Networks
". IEEE Transactions on Knowledge and Data Engineering
, Vol. 4, No.
26, pp.929-941, 2014
. (CCF A类，JCR 1区
, IF=
1.892)
[2]
Xutao Li
, Yunming Ye, Michael K. Ng, Qingyao Wu, Yan Li. "MultiFacTV: Module Detection from Higher-order Time Series Biological Data".
BMC Genomics
,
14
(Suppl 4):S2, 2014. （JCR 1区，
IF=
4.397）
[3]
Xutao Li,
Yunming Ye, Mark Junjie Li, Michael K. Ng. "On cluster tree for nested and multi-density data clustering".
Pattern Recognition
, Vol. 43, No. 9, pp. 3130-3143, 2010. (CCF B类，JCR 1区,
IF=
2.632)
[4]
Xutao Li
, Wen Li, Michael K. Ng and Yunming Ye. "On Multivariate Markov Chains for Common and Non-common Objects in Multiple Networks".
Numerical Mathematics: Theory, Methods and Applications
,
Vol.
5
, No. 3, pp. 384-402, 2012. （JCR 2区，
IF=0.
772）
[6]
Chuan Chen,
Xutao Li
, Michael K. Ng, Xiaoming Yuan. "Total Variation Based Tensor Decomposition for Multi-dimensional Data with Time Dimension".
Numerical Linear Algebra with Applications
, accepted, to appear, 2015. (JCR 1
区,
IF=
1.202
)
[9]
Xutao Li
, Michael K. Ng. and Yunming Ye. "Finding Stationary Probability Vector of a Transition Probability Tensor Arising from a Higher-order Markov Chain".
Technical Report at ICM in Hong Kong Baptist University
, 8 February 2011.
[10]
Yang Liu,
Xutao Li
, Zhiping Liu, Luonan Chen, Michael K. Ng. "Construction and Analysis of SNP-SNP Interaction Networks".
IET Systems Biology
, Vol 5. No. 7, 2013. (JCR 2区
，IF=1.535
)
[11]
Qingyao Wu, Kuiming Tan,
Xutao Li
, Huaqing Min, Ning Sun, NMFE-SSCC: Non-negative Matrix Factorization Ensemble for Semi-supervised Collective Classification,
Knowledge-Based Systems
,
2015. (JCR 1
区
，
IF
=4.104
)
[12]
Yixiang Fang, Haijun Zhang, Yunming Ye,
Xutao Li
. "Detecting Hot Topics from Twitter: A Multi-Viewer Approach".
Journal of Information Science
, DOI: 10.1177/01655515145416, pp. 1-16, 2014. (JCR 2区，
IF=1.
238
)
[13]
Yanfeng Zhang, Xiaofei Xu, Yingqun Liu,
Xutao Li
, Yunming Ye. "A Novel Decision Cluster Classifier with Nested Agglomerative K-Means."
Journal of Internet Technology.
Vol 1, No. 14, pp.145-151, 2013
.
(
JCR 4区，
IF=
0.481
)
[14]
Xiaohui Huang, Xiaofeng Zhang, Yunming Ye, S. Deng,
Xutao Li
. "A Topic Detection Approach Through Hierarchical Clustering on Concept Graph". No. 6, Vol. 7, 2013.
(
JCR3区
，
IF=0.731
)
[15]
Yunming Ye,
Xutao Li
, Biao Wu, Yan Li.
"
A comparative study of feature weighting methods for document co-clustering
".
International Journal of Information Technology, Communications and Convergence
,
Vol. 1, No. 2, 206-220, 2011.
[16]
Yuanyuan Wang, Yunming Ye,
Xutao Li
, Michael K. Ng and Joshua Zhexue Huang. "Hierarchical Information Theoretical Co-clustering For High Dimensional Data".
International Journal of Innovative Computing, Information and Contro
l
, Vol. 7, No. 1, pp.487-500, 2011.
[17]
Yanfeng Zhang,
Xutao Li
, Yunming Ye, Xiaofei Xu, Shengchun Deng. "Information-theoretic Agglomerative K-means".
Information Technology Journal
, Vol. 10, No. 12, 2011.
[18]
Qingyao Wu, Jian Chen, Shen-Shyang Ho
, Xutao Li
, Huaqing Min, Chao Han. Multi-label Regularized Generative Model for Semi-Supervised Collective Classification in Large-Scale Networks.
Big Data Research
, 2015.