Jianxin Li(李建欣)    中文简介

Ph.D,  Associate Professor
Department of Computer Science & Engineering  
Beihang University  

Office: G506, New Main Builiding, Beihang Univeristy  
Phone: (010) 8233-9274 
Email: lijx@act.buaa.edu.cn  lijianxin@gmail.com

[ Research Interests ]  [ Projects ]  [ Education ]  [ Publications ] [ Services ]  [ Teaching ]

Research Interests

Social network, Machine learning, Distributed system; Virtualization; Big data; Trust management; Network security

Projects

  • Ring  (Real-time event detection and analysis system based on graph stream model) .
  • CloudSnap  (Live Virtual Machine Network Snapshot System for Cloud Computing)
  • Shutter  (Gateway-based Privacy Protection System for Socil Network Users)
  • PalmCloud & MUSE  (Remote Mobile Software Service for Cloud Computing)
  • Education

  • Mar.2015-Apr.2016: Visitor, Machine Learning Department (Prof. Eric P. Xing), Carnegie Mellon University
  • Apr.2011-Oct.2011: Visitor, Media Computing Group (Dr. Lv Yan), Microsoft Research Asia
  • Apr.2008: Visitor, Science & Technology Facilities Council (STFC), Rutherford Appleton Laboratory, UK
  • 2001-2007: Phd in Shcool of Computer Science, Beihang University, China
  • 1997-2001: BS in Computer Sceience & Engineering, Beihang University, China
  • Publications

    Referred Journal Papers [ More ]

    1. Lu Lin, Jianxin Li*, Feng Chen, Jieping Ye, Jinpeng Huai. Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data. IEEE Transactions on Knowledge and Data Engineering (TKDE).2017 (accepted). DOI: 10.1109/TKDE.2017.2718525
    2. Weiren Yu, Jianxin Li *, Md Zakirul Alam Bhuiyan, Richong Zhang, Jinpeng Huai. Ring: Real-Time Emerging Anomaly Monitoring System over Text Streams. IEEE Transactions on Big Data (TBD), 2017 (online) DOI: 10.1109/TBDATA.2017.2672672
    3. Jianxin Li, Nannan Wu, Zhirui Feng. Model-based Non-Gaussian Interest Topic Distribution for User Retweeting in Social Networks. Neurocomputing. 2017 (accepted)
    4. Hao Peng, Mengjiao Bao, Jianxin Li*, Md Zakirul Alam Bhuiyanb, Yaopeng Liu, Yu He, Erica Yang. Incremental term representation learning for social network analysis. Future Generation Computer Systems (FGCS), 2017 (online). https://doi.org/10.1016/j.future.2017.05.020
    5. Li J, Zhang Y, Zheng J, et al. Towards an efficient snapshot approach for virtual machines in clouds[J]. Information Sciences, 2017, 379: 3-22.
    6. Chris Howden, Lu Liu, Zhiyuan Li, Jianxin Li, Nick Antonopoulos: Virtual vignettes: the acquisition, analysis, and presentation of social network data. SCIENCE CHINA Information Sciences 57(3): 1-20 (2014)
    7. Shuai Ma, Kaiyu Feng, Haixun Wang, Jianxin Li, Jinpeng Huai. Distance Landmarks Revisited for Road Graphs. CoRR abs /1401.2690 (2014)
    8. Jianxin Li, Jieyu Zhao, Yi Li, Lei Cui, Bo Li. iMIG: Towards an Adaptive Live Migration Method for KVM Virtual Machines, The Computer Journal , Oxford, 2014
    9. Bo Li, Jianxin Li, Lu Liu. CloudMon: a resource-efficient IaaS cloud monitoring system based on networked intrusion detection system virtual appliances. Concurrency and Computation: Practice and Experience .
    10. Jianxin Li, Yu Jia, Lu Liu, Tianyu Wo. CyberLiveApp: A secure sharing and migration approach for live virtual desktop applications in a cloud environment. Future Generation Comp . Syst. 29(1): 330-340 (2013)
    11. Jianxin Li, Xudong Liu,Lu Liu, Dazhi Sun and Bo Li. HiTrust: building cross-organizational trust relationship based on a hybrid negotiation tree. Telecomm Syst . 52(2):1353-1365 ,2013
    12. Jianxin Li, Bo Li, Tianyu Wo, Chunming Hu, Jinpeng Huai, Lu Liu, and K.P. Lam. CyberGuarder: A virtualization security assurance architecture for green cloud computing. Future Generation Computer Systems (FGCS) ,Volume 28, Issue 2, 379–390. 2012.doi:10.1016/j.future.2011.04.012
    13. Jianxin Li, Jinpeng Huai, Chunming Hu, Yanming Zhu. A Secure Collaboration Service for Dynamic Virtual Organizations. Elsevier, Information Sciences , v 180, n 17, p 3086-3107, September 1, 2010
    14. Paul Townend, Jinpeng Huai, Jie Xu, Nik Looker, Dacheng Zhang, Jianxin Li, Liang Zhong. CROWN-C: A High-Assurance Service-Oriented Grid Middleware System. IEEE Computer Magazine , Vol:41,Issue:8, 2008,page 30-40.

    Referred Conference Papers [ More ]

    1. Jianxin Li, Haoyi Zhou, Pengtao Xie, Yingchun Zhang. Improving the Generalization Performance of Multi-class SVM via Angular Regularization. IJCAI 2017.
    2. Nannan Wu, Feng Chen, Jianxin Li, Jinpeng Huai, Bo Li. Graph-Structured Optimization using Tree Projection Pursuit for Anomalous Subgraph Discovery in Attributed Graphs. IJCAI 2017.
    3. Shao, M., Li, J., Chen, F., Huang, H., Zhang, S., & Chen, X. (2017, April). An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks. In Proceedings of the 26th International Conference on World Wide Web (pp. 1631-1639). International World Wide Web Conferences Steering Committee.
    4. Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu. Incrementally Learning the Hierarchical Softmax Function for Neural Language Models.AAAI 2017: 3267-3273
    5. Jianxin Li, Jingsheng Zheng, Lei Cui, Renyu Yang . ConSnap: Taking Continuous Snapshots for Running State Protection of Virtual Machines . The 20th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2014), Hsinchu, Taiwan, 2014 (to appear)
    6. Lei Cui, Jianxin Li, Tianyu Wo, Bo Li, Renyu Yang, Yingjie Cao, Jinpeng Huai. HotRestore: A Fast Restore System for Virtual Machine Cluster. USENIX 28th Large Installation System Administration Conference (LISA 2014), Seattle, WA. 2014.pages:1-16
    7. Jingsheng Zheng, Jianxin Li, Lei Cui, Yangyang Zhang. Efficient Live Snapshot for Virtual Machines: A Multi-layer Coordination Approach. 11th USENIX Symposium on Operating Systems Design and Implementation (OSDI 2014). Broomfield, CO. October 6-8, 2014. (Poster Session) https://www.usenix.org/conference/osdi14/poster-sessions
    8. Shengyang Sha, Jianxin Li, Nan Li, Wuyang Ju, Lei Cui, Bo Li. SmartKSM: A VMM-based Memory Deduplication Scanner for Virtual Machines. I24th ACM Symposium on Operating Systems Principles (SOSP ’13), Poster Session, Farmington, Pennsylvania, USA (poster)
    9. Lei Cui, Bo Li, Yangyang Zhang, and Jianxin Li. HotSnap: A Hot Distributed Snapshot System for Virtual Machine Cluster. In the Proceedings of the 27th Large Installation System Administration Conference (LISA 2013). Washington, D.C., USA, November 3, 2013. page 59-73
    10. Jianxin Li, Shouyu Si, Bo Li, Lei Cui, Jingsheng Zheng. LoRe: Supporting Non-deterministic Events Logging and Replay for KVM Virtual Machines. 15th IEEE International Conference on High Performance Computing and Communications (HPCC 2013), Zhangjiajie, China, November 13-15, 2013. pages 442-449
    11. Lei Cui, Jianxin Li, Bo Li, Jinpeng Huai, Chunming Hu, Tianyu Wo, Hussain Al-Aqrabi, Lu Liu. VMScatter: migrate virtual machines to many hosts. The 9th Annual International Conference on Virtual Execution Environments (VEE 2013). Houston, Texas, USA, March 16–17 2013: 63-72
    12. Li Jianxin, Liu Hanqing, Cui Lei,Bo Li, Tianyu Wo. iROW: An efficient live snapshot system for virtual machine disk[A]. Proceedings of the IEEE 18th International Conference on Parallel and Distributed Systems (ICPADS 2012), 2012: 376-383.
    13. Weiren YU; Jianxin LI; Chunming HU; Liang ZHONG. Muse: A Multimedia Streaming Enabled Remote Interactivity System for Mobile Devices. The International Conference on Mobile and Ubiquitous Multimedia (MUM 2011). Pages: 216--225
    14. Jianxin Li, Jinpeng Huai, Chunming Hu. PEACE-VO: Security Policy-Enabled Collaboration for Virtual Organizations, 26th IEEE International Symposium on Reliable Distributed Systems (SRDS 2007), Beijing, China, October, 2007.

    Professional Activities And Services

    Editorial Board member

    Conference Organization

    TPC Members

    • IEEE SCC 2008, IEEE Cloud 2009, IEEE SCC 2010, CUTE 2010, IEEE SCC 2011, CGC 2011, CGC 2012,HPCC 2013, BDCloud 2013, SOSE 2013, HPCC 2014, ICPADS 2014, etc.

    Journal/Conference Reviewers

    • IEEE Transactions on Computers (TC), IEEE Transactions on Services Computing (TSC) Future Generation Computer Systems (FGCS), etc.
    • IEEE Transactions on Information Forensics and Security

    Teaching