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导师介绍
姓名 徐力  性别 男 
联系方式 lixu@ict.ac.cn  职称 副研究员 
研究方向  金融大数据、机器学习、信息论与编码论 
个人介绍
简历:
2018年3月至今:中国科学院计算技术研究所,副研究员;网络数据科学与技术重点实验室,金融大数据研究组负责人
2017年11月至2018年3月:美国密歇根大学和香港中文大学(深圳),联合博士后
2014年9月至2017年10月:美国德州农工大学,博士后
2010年1月至2014年4月:香港大学,博士(数学博士学位)
2003年9月至2007年7月:北京大学,本科(计算机科学和数学双学士学位)
2003年:黑龙江省牡丹江市高考理科状元
研究方向:
 金融大数据、机器学习、信息论与编码论
社会任职:
MIIS2016 会议接待主席,WCI2013、CAM2016 会议网站负责人,IEEE GLOBECOM, IEEE GlobalSIP, IEEE WCNC, IEEE 5GWF, SigTelCom等国际学术会议程序委员会委员,IET Smart Grid期刊编委,IEEE TSP, IEEE TIT, IEEE JSAC, IEEE TCCN, IEEE JBHI, IEEE Access, IEEE CL,FITEE, PRL, Defence Tech等国际期刊,IEEE GLOBECOM, IEEE WCNC, IEEE ISIT, IEEE GlobalSIP, IEEE ITW, IEEE 5GWF, ACM BCB, NetCod等国际会议审稿人。
获奖及荣誉:
代表论著:

[1] Xiaopeng Lucia Sui, Li Xu, Xiaoning Qian, and Tie Liu, “Convex Clustering with Metric Learning,” Pattern Recognition, vol. 81, pp. 575-584, Sep. 2018.

[2] Shuai Ma, Easton Li Xu, Amir Salimi, and Shuguang Cui, “A Novel Pilot Assignment Scheme in Massive MIMO Networks,” IEEE Wireless Communications Letters, vol. 7, no. 2, pp. 262-265, Apr. 2018.

[3] Kezhong Zhang, Li Xu, Zhiqing Wei, Sai Huang, and Zhiyong Feng, “A Novel Low Complexity Training Strategy for Extreme Learning Machine Used in Embedded System,” Journal of Beijing University of Posts and Telecommunications, vol. 41, no. 2, pp. 1-6, Apr. 2018.

[4] Easton Li Xu, Xiaoning Qian, Qilian Yu, Han Zhang, and Shuguang Cui, “Feature Selection with Interactions in Logistic Regression Models using Multivariate Synergies for a GWAS Application,” BMC Genomics, vol. 19(S4), art. 170, Mar. 2018.

[5] Kezhong Zhang, Easton Li Xu, Zhiyong Feng, and Ping Zhang, “A Dictionary Learning based Automatic Modulation ClassificationMethod,” IEEE Access, vol. 6, pp. 5607-5617, Jan. 2018.

[6] Kezhong Zhang, Easton Li Xu, and Zhiyong Feng, “PFS: A Novel Modulation Classification Scheme for Mixed Signals,” 2017 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Montreal, QC, pp. 1-5, Oct. 2017.

[7] Easton Li Xu, Weiping Shang, and Guangyue Han, “Network Encoding Complexity: Exact Values, Bounds, and Inequalities,” Advances in Mathematics of Communications, vol. 11, no. 3, pp. 567-594, Aug. 2017.

[8] Chengyu Wu, Easton Li Xu, and Guangyue Han, “Renyi Entropy Rate of Hidden Markov Processes,” 2017 IEEE International Symposium on Information Theory, Aachen, Germany, pp. 2970-2974, Jun. 2017.

[9] Edwin Collado, Easton Li Xu, Hang Li, and Shuguang Cui, “Profit Maximization with Customer Satisfaction Control for Electric Vehicle Charging in Smart Grids,” AIMS Energy, vol. 5, no. 3, pp. 529-556, May 2017.

[10] Easton Li Xu, Xiaoning Qian, Tie Liu, and Shuguang Cui, “Detection of Cooperative Interactions in Logistic Regression Models,” IEEE Transactions on Signal Processing, vol. 65, no. 7, pp. 1765-1780, Apr. 2017.

[11] Qilian Yu, Easton Li Xu, and Shuguang Cui, “Submodular Maximization with Multi-Knapsack Constraints and its Applications in Scientific Literature Recommendation”, 2016 IEEE Global Conference on Signal and Information Processing, Washington D. C., pp. 1295-1299, Dec. 2016.

[12] Easton Li Xu, Xiaoning Qian, Tie Liu, and Shuguang Cui, “Pairwise Interaction Analysis of Logistic Regression Models,” 2016 IEEE Global Conference on Signal and Information Processing, Washington D. C., pp. 187-191, Dec. 2016.

[13] Easton Li Xu and Guangyue Han, “The Minimum Number of Hubs in Networks,” Journal of Combinatorial Optimization, vol. 30, no. 4, pp. 1196-1218, Nov. 2015.

[14] Easton Li Xu and Guangyue Han, “On Network Hubs,” The 21st International Symposium on Mathematical Theory of Networks and Systems, Groningen, Netherlands, pp. 1409-1411, Jul. 2014.

[15] Easton Li Xu, Weiping Shang, and Guangyue Han, “A Graph Theoretic Approach to Network Encoding Complexity,” 2012 International Symposium on Information Theory and its Applications, Honolulu, HI, pp. 396-400, Oct. 2012.

[16] Li Xu and Guangyue Han, “Bounds and Exact Values in Network Encoding Complexity with Two Sinks,” The 49th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, pp. 1462-1469, Sep. 2011.

承担科研项目情况:
学科类别:
计算机软件与理论
所属部门:
网络数据科学与技术重点实验室
专家类别:
副高
杰青入选时间:
百人入选时间:
其他备注:
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