Peixiang Zhao

Peixiang Zhao

Assistant Professor
Department of Computer Science
Florida State University

 
Office:      262 James J. Love Building
Phone:      850-645-0346
Address:   1017 Academic Way (Map)
                 Tallahassee, Florida 32306
Email:        zhao [AT] cs.fsu.edu
 
FSU Calendar (Fall 2017)
 
Curriculum Vitae

FSU

Research Interest

FSU

Selected Publication [DBLP] [Google Scholar]

  1. Automatic Extraction of Relationship Information Using Grammatical Relationship Graph
    Kaixian Yu, Tingting Zhao, Peixiang Zhao, and Jinfeng Zhang
    BIBM-SEPDA'17: The 2nd International Workshop on Semantics-powered Data Analytics. Kansas City, Missouri. Nov. 2017
  2. Truss-based Community Search: a Truss-equivalence Based Indexing Approach
    Esra Akbas, Peixiang Zhao
    VLDB'17: The 43rd International Conference on Very Large Data Bases. Munich, Germany. Aug. 2017
    Paper | Slides ]
  3. Attributed Graph Clustering: an Attribute-aware Graph Embedding Approach
    Esra Akbas, Peixiang Zhao
    ASONAM'17: The 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Sydney, Australia. Aug. 2017
    [Paper]
  4. Similarity Search in Graph Databases: A Multi-layered Indexing Approach
    Yongjiang Liang, Peixiang Zhao
    ICDE'17: The 33rd IEEE International Conference on Data Engineering. San Diego, California. Apr. 2017
    Paper | Slides |  Project]
  5. Link Prediction in Graph Streams
    Peixiang Zhao, Charu Aggarwal, Gewen He
    ICDE'16: The 32nd IEEE International Conference on Data Engineering. Helsinki, Finland. May 2016
    [PaperSlides ]
  6. Edge Classification in Networks
    Charu Aggarwal, Gewen He, Peixiang Zhao
    ICDE'16: The 32nd IEEE International Conference on Data Engineering. Helsinki, Finland. May 2016
    Paper | Slides ]
  7. Similarity Search in Large-scale Graph Databases
    Peixiang Zhao
    Book Chapter - Springer Handbook of Big Data Technologies. 2016.
    [Paper]
  8. gSparsify: Graph Motif Based Sparsification for Graph Clustering
    Peixiang Zhao
    CIKM'15: The 24th ACM International Conference on Information and Knowledge Management. Melbourne, Australia. Oct. 2015
    Paper | Slides ]
  9. Backward Path Growth For Efficient Mobile Sequential Recommendation
    Jianbin Huang, Xuejun Huangfu, Heli Sun, Hui Li, Peixiang Zhao, Hong Cheng, Qinbao Song
    TKDE'15: IEEE Transaction on Knowledge and Data Engineering. Vol. 27:1, Jan. 2015
    [Paper]
  10. RASS: a Web Server for RNA Alignment in the Joint Sequence-structure Space
    Gewen He, Albert Steppi, Jose Laborde, Anuj Srivastava, Peixiang Zhao, Jinfeng Zhang
    NAR'14: Nucleic Acids Research. Oxford University Press. 2014
    [Paper]
  11. Towards Graphical Models for Text Processing
    Charu Aggarwal, Peixiang Zhao
    KAIS'13: Knowledge and Information Systems. Vol 36:1, Jul. 2013
    [Paper]
  12. gSketch: On Query Estimation in Graph Streams
    Peixiang Zhao, Charu Aggarwal, Min Wang
    VLDB'12: The 38th International Conference on Very Large Data Bases. Istanbul, Turkey. Aug. 2012.
    [Paper | Slides | Code]
  13. Query-driven Discovery of Semantically Similar Substructures in Heterogeneous Networks
    Xiao Yu, Yizhou Sun, Peixiang Zhao, Jiawei Han
    KDD'12: The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Beijing, China. Aug. 2012.
    [Paper]
  14. Evaluating Event Credibility on Twitter
    Manish Gupta, Peixiang Zhao, Jiawei Han
    SDM'12: 2012 SIAM International Conference on Data Mining. Anaheim, California. Apr. 2012.
    [Paper]
  15. Graph Cube: On Warehousing and OLAP Multidimensional Networks
    Peixiang Zhao, Xiaolei Li, Dong Xin, Jiawei Han
    SIGMOD'11: The 2011 ACM International Conference on Management of Data. Athens, Greece. Jun. 2011
    [Paper| Slides]
  16. Location-aware Click Prediction in Mobile Local Search
    Dimitrios Lymberopoulos, Peixiang Zhao, Arnd Christian Konig, Klaus Berberich, Jie Liu
    CIKM'11: The 20th ACM Conference on Information and Knowledge Management. Glasgow, United Kingdom. Oct. 2011
    [Paper]
  17. Improving Local Search Ranking through External Logs
    Klaus Berberich, Arnd Christian Konig, Dimitrios Lymberopoulos, Peixiang Zhao
    SIGIR'11: The 34th ACM SIGIR Conference on Research and Development in Information Retrieval. Beijing, China. Jul. 2011.
    [Paper]
  18. On Graph Query Optimization in Large Networks
    Peixiang Zhao, Jiawei Han
    VLDB'10: The 36th International Conference on Very Large Data Bases. Singapore. Sept. 2010.
    [Paper| Slides]
  19. Graphical Models for Text: A New Paradigm for Text Representation and Processing
    Charu Aggarwal, Peixiang Zhao
    SIGIR'10: The 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Geneva, Switzerland. Jul. 2010
    [Poster]
  20. gSkeleton-Clu: Density-based Network Clustering via Structure-Connected Tree Division or Agglomeration
    Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng
    ICDM'10: The 10th IEEE International Conference on Data Mining. Sydney, Australia. Dec. 2010
    [Paper]
  21. P-Rank: A Comprehensive Structural Similarity Measure over Information Networks
    Peixiang Zhao, Jiawei Han, Yizhou Sun
    CIKM'09: The 18th ACM Conference on Information and Knowledge Management. Hong Kong, China. Nov. 2009.
    [Paper|Slides]
  22. RankClus: Integrating Clustering with Ranking for Heterogeneous Information Network Analysis
    Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng and Tianyi Wu
    EDBT'09: The 12th International Conference on Entending Database Technology. Saint-Petersburg, Russia. Mar. 2009.
    [Paper]
  23. BibNetMiner: Mining Bibliographic Information Networks
    Yizhou Sun, Tianyi Wu, Hong Cheng, Jiawei Han, Xiaoxin Yin, Peixiang Zhao
    SIGMOD'08: The 2011 ACM International Conference on Management of Data. Vancouver, Canada. Jun. 2008
    [Paper]
  24. Fast Frequent Free Tree Mining in Graph Databases
    Peixiang Zhao, Jeffrey Xu Yu
    WWW Journal'08: World Wide Web Journal. Vol 11:1, Mar. 2008.
    [Paper]
  25. Graph Indexing: Tree + Delta >= Graph
    Peixiang Zhao, Jeffrey Xu Yu, and Philip S. Yu
    VLDB'07: The 33rd International Conference on Very Large Data Bases. Vienna, Austria. Sept. 2007
    [Paper| Slides]
  26. Closed Frequent Free Tree Mining in Graph Databases
    Peixiang Zhao, Jeffrey Xu Yu
    DASFAA'07: The 12th International Conference on Database Systems for Advanced Applications. Bangkok, Thailand. Jun. 2007
    [Paper]
  27. Fast Frequent Free Tree Mining in Graph Databases
    Peixiang Zhao, Jeffrey Xu Yu
    ICDM'06: The 6th IEEE International Conference on Data Mining. Hong Kong, China. Dec. 2006. (workshop)
    [Paper|Slides]
  28. Finding Hidden Semantics behind Reference Linkages: an Ontological Approach for Scientific Digital Libraries
    Peixiang Zhao, Ming Zhang, Dongqing Yang, Shiwei Tang
    DASFAA'05: The 10th International Conference on Database Systems for Advanced Applications. Beijing, China. Apr. 2005
    [Paper]

Copyright

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FSU

Patents

  1. Location-Aware Search Ranking
    Klaus L. Berberich, Arnd C. Konig, Peixiang Zhao, Dimitrios Lymberopoulos, Jie Liu
    US patent filed as MS DOCKET 332725.01 by Microsoft Research (Jun. 2011)
  2. Query Optimization over Graph Data Streams
    Peixiang Zhao, Charu Aggarwal, Min Wang
    US patent filed as Docket YOR920080706US1 by IBM Research (July 2009)
FSU

Professional Service

  • Organizer

    • Exhibit co-chair: ACM SIGMOD International Conference on Management of Data (SIGMOD): 2014
  • TPC Member

    • The ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD): 2017, 2016
    • The ACM Conference of Information and Knowledge Management (CIKM): 2017, 2013
    • The IEEE International Conference on Data Mining (ICDM): 2016, 2014 (PhD forum)
    • The IEEE International Conference on Data Engineering (ICDE): 2013
    • The International Conference on Database Systems for Advanced Applications (DASFAA): 2014
    • The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD): 2018-2013
    • The Asia Pacific Web Conference (APWEB): 2014, 2008
    • The High Performance Graph Data Management and Processing Workshop (HPGDMP), in conjunction with SC Conference: 2016
    • The International Workshop on Graph Data Management: Techniques and Applications (GDM), in conjunction with IEEE ICDE Conference: 2014-2011
    • The International Workshop on Data-Intensive Scalable Computing Systems (DISCS), in conjunction with ACM SC Conference: 2015
  • Journal Reviewer

    • ACM Transactions on Database Systems (TODS)
    • ACM Transactions on Knowledge Discovery from Data (TKDD)
    • The VLDB Journal (VLDBJ)
    • IEEE Transactions on Knowledge and Data Engineering (TKDE)
    • IEEE Transactions on Knowledge on Big Data (TBD)
    • Journal of Information Systems (JIS)
    • Journal of Intelligent Information Systems (JIIS)
    • Journal of Data Mining and Knowledge Discovery (DAMI)
    • International Journal of Knowledge and Information Systems (KAIS)
    • Journal of Distributed and Parallel Databases (DPD)
    • Journal of Information Processing Letters (IPL)