邢 凱

電  話:(0551)

E- mail: kxing@ustc.edu.cn

個人主頁:http://staff.ustc.edu.cn/~kxing 


主要研究方向:理論研究方麵涉及物聯網/互聯網、大數據與雲計算、金融/醫學數據挖掘、群智感知計算等領域;係統研究方麵涉及無人機、無人車、IC設計、操作係統等領域。


邢凱,男,1981年7月生,博士,副教授。2003年於中國科學技術大學計算機科學與技術係獲學士學位後,進入喬治華盛頓大學計算機科學係學習,先後獲碩士、博士學位。曾於國際貨幣基金組織供職,從事全球金融資本監控及數據挖掘的相關研究工作。曾擔任IEEE Journal on Selected Areas in Communications (IEEE JSAC)、IEEE Transactions on Wireless Communications (TWC)、EURASIP、IEEE MASS等一係列國際期刊和會議的審稿人。

近年來合作出版著作兩部,主要成果陸續發表於ACM Mobicom、ACM Mobihoc、IEEE INFOCOM、IEEE ICDCS、IEEE Transactions on Mobile Computing、IEEE Transactions on Wireless Communications、IEEE Transactions on Knowledge and Data Engineering、Wireless Networks、JPDC、 WCMC等一係列計算機領域國際頂級學術會議和著名期刊。在國際主要學術刊物和學術會議上發表論文80餘篇,其中有70多篇被SCI和EI收錄,單篇他引次數最高達200次以上。


研究方向: 

理論研究方麵涉及物聯網/互聯網、大數據與雲計算、金融/醫學數據挖掘、群智感知計算等領域,主要有:

   1. 計算機網絡相關,如未來網絡理論、信息動力學、社交網絡、物聯網、互聯網等

   2. 信息處理與挖掘相關,如大數據,數據挖掘,群智感知計算,壓縮感知等

   3. 信息安全相關,如網絡安全,數據安全、隱私保護、金融監控等 

係統研究方麵涉及無人機、無人車、IC設計、操作係統等,主要有:

   1. IC設計:信號采集,高速同步並行處理

   2. 操作係統:實時OS,Adroid,iOS,Linux

   3. 硬件開發:ARM,FPGA,DSP


學生培養

1..畢業去向: 

   已畢業本科生均已出國深造;已畢業研究生5人,其中3人國內工作、2人出國深造

   國外:CMU、哈佛、UT Austin、UCLA、香港科技大學、UMASS、UC Davis等國際名校

   國內:微軟、騰訊、國家電網、銀行、綠盟等業內旗艦企業

2. 所獲獎勵:

   郭沫若獎學金(本科生最高級別獎學金,4年一評),2人

   國家獎學金(研究生最高級別獎學金),3人

   其他獎學金若幹


獲獎情況

  1. 2013年Intel全球青年學者獎勵(共22人),與來自普林斯頓、UC Berkeley、MIT、CMU等國際知名高校的教授一同入選,獲 1 萬 5 千美元個人科研獎勵;

  2. 2012年CWSN最佳論文獎

  3. 2007年國家優秀自費留學生,獲 5 千美元個人科研獎勵

  4. 2006年國際會議 WASA'06 最佳論文獎


十篇代表性論著

  1. Kai Xing, Shyaam Sundhar Rajamadam Srinivasan, Manny Rivera, Jiang Li, Xiuzhen Cheng, Attacks in Sensor Networks, to appear in Network Security

  2. Kai Xing and Xiuzhen Cheng, Location-Centric Storage and Query in Sensor Networks, accepted for publication in Wireless Networks

  3. Kai Xing and Xiuzhen Cheng, From Time Domain to Space Domain: Replica Detection in Mobile Ad Hoc Networks, to appear in IEEE INFOCOM’10

  4. Kai Xing, Fang Liu, Xiuzhen Cheng, and David H.C. Du, Real-time Detection of Clone Attacks in Wireless Sensor Networks, to appear in The 28th International Conference on Distributed Computing Systems (IEEE ICDCS’08), Beijing, June 2008

  5. Kai Xing, Wei Cheng, E. K. Park, and Shmuel Rotenstreich, Distributed Connected Dominating Set Construction in Geometric k-Disk Graphs, to appear in The 28th International Conference on Distributed Computing Systems (IEEE ICDCS’08), Beijing, June 2008

  6. K. Xing, X. Cheng, L. Ma, and Q. Liang, Superimposed Code Based Channel Assignment in Multi-Radio Multi-Channel Wireless Mesh Networks, in The 13th Annual ACM International Conference on Mobile Computing and Networking (ACM MOBICOM’07), pp. 15-26, Sep 2007

  7. Kai Xing, Xiuzhen Cheng, Fang Liu, and Shmuel Rotenstreich, Location-Centric Storage for Safety Warning Based on Roadway Sensor Networks, Journal of Parallel and Distributed Computing,Vol. 67, No. 3, pp. 336-345, March 2007

  8. Kai Xing, Dechang Chen, Donald Henson, and Xiuzhen Cheng, A Clustering-Based Approach to Predict Outcome in Cancer Patients, in The Sixth International Conference on Machine Learning and Applications (ICMLA’07), Cincinnati, Ohio, USA, pp. 541-546, December 2007

  9. Wei Cheng, Kai Xing, Xiuzhen Cheng, Xicheng Lu, Zexin Lu, Jinshu Su, Baosheng Wang, and Yujun Liu, Route Recovery in Vertex-Disjoint Multipath Routing for Many-To-One Sensor Networks, to appear in The 9th ACM International Symposium on Mobile Ad Hoc Networking and Computing (MOBIHOC '08), Hong Kong, May 2008

  10. Chen, D., Xing, K., Henson, D., and Li, S., Group testing in the development of an expanded cancer staging system, in The Seventh International Conference on Machine Learning and Applications (ICMLA’08), 2008


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