The University of Western Australia

UWA Staff Profile

Ipsum Lorem

Jianxin Li

Dr Jianxin Li

Senior Lecturer
Computer Science and Software Engineering, School of

Contact details
Address
School of Computer Science and Software Engineering
The University of Western Australia (M002)
35 Stirling Highway
CRAWLEY WA 6009
Australia
Phone
+61 8 6488 3046
Fax
+61 8 6488 1089
Email
jianxin.li@uwa.edu.au
Personal homepage
https://sites.google.com/site/jianxinliit/
Biography
Dr Jianxin Li is currently working as a Senior Lecturer in the School of Computer Science & Software Engineering, the University of Western Australia. He obtained his PhD degree by Swinburne University of Technology in 2009. After that, he worked as a Research Fellow in Swinburne in 2009-2014 and as a Lecturer/Early Career Development Fellow in RMIT in 2015. His research interests include social computing, graph database management system, query processing and optimization, big data processing, and transport data analytics. His social computing research has been granted one ARC Discovery Project in 2016-2018. He is an active researcher in database and data mining communities. He has published 37 high quality research papers in top international conferences and journals including IEEE ICDE 2011, 2014, 2016, 2017, ICDM 2016, EDBT 2010, 2012, CIKM 2016, IEEE TKDE 2014, 2015, 2016. His system iTopic was selected as the Best Demo Award in the 26th WWW conference in 2017. Jianxin is active in PC member, reviewer and co-organizer in many conferences such as SIGMOD 2017, PVLDB 2015, ACSW 2017, and ADC 2015; and was co-local Chair/publicity Chair/proceeding Chair of ADC 2015; Proceeding Chair of ADMA 2016; and is a co-Tutorial Chair of WWW 2017. And he is the founder of International Workshop on Social Computing (IWSC) – Spatial Social Users Behavior on the Web.
Key research
Social Network Data Analytics including Social Influence Analysis, Social Intelligence and Trending Prediction, Social Traffic Analysis;
Query Processing and Query Optimization for XML and Graph Data;
Location-aware Temporal Data Processing/Cloud Computing.
Publications
Journal/Conference Publications (sorted by Years):

Jianxin Li, Chengfei Liu, Lu Chen, Zhenying He, Amitava Datta and Feng Xia. iTopic: Influential Topic Discovery from Information Networks via Keyword Query, Demo paper in the WWW Conference, 2017 (Best Demo Award).

Jianxin Li, Timos Sellis, J. Shane Culpepper, Zhenying He, Chengfei Liu and Junhu Wang. Geo-social Influence Spanning Maximization, Accepted by IEEE TKDE.

Jianxin Li, Xinjue Wang, Ke Deng, Xiaochun Yang, Timos Sellis and Jeffrey Xu Yu. Most Influential Community Search over Large Social Networks, Accepted by IEEE ICDE, 2017.

Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Yi Chen Timos Sellis and J. Shane Culpepper. Personalized Influential Topic Search via Social Network Summarization, Accepted by IEEE ICDE, 2017.

Chen Liu, Ke Deng, Chaojie Li, Jianxin Li, Yanhua Li and Jun Lou, The Optimal Distribution of Electric-Vehicle Chargers across A City, Accepted by IEEE ICDM 2016 (8.5% regular papers)

Lu Chen, Chengfei Liu, Xiaochun Yang, Bin Wang, Jianxin Li and Rui Zhou. "Efficient Batch Processing for Multiple Keyword Queries on Graph Data", in the 25th ACM International Conference on Information and Knowledge Management (CIKM), pp.1261-1270, 2016.

Noha Alduaiji, Jianxin Li, Amitava Datta, Xiaolu Lu and Wei Liu. "Temporal Interaction Biased Community Detection in Social Networks", in The 12th International Conference on Advanced Data Mining and Applications (ADMA), pp.406-419, 2016.

Rui Mao, Taotao Cai, Ronghua Li, Jeffrey Xu Yu and Jianxin Li. "Efficient Distance-based Representative Skyline Computation in 2D Space". World Wide Web Journal, In Press.

Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Yi Chen, Timos Sellis, and J. Shane Culpepper. “Top-k Personalized Influential Topic Search in Large Social networks”, IEEE Transactions on Knowledge and Data Engineering TKDE, 28(7): 1820-1834 (2016).

Ke Deng, Jianxin Li, Jiuyong Li, Chaoyi Pang, and Xiaofang Zhou. “Access Time Oracle on Weighted Planar Graph”, IEEE Transactions on Knowledge and Data Engineering TKDE, 28(8): 1959-1970 (2016).

Chengfei Liu, Liang Yao, Jianxin Li, Rui Zhou, and Zhenying He. “Finding Smallest k-Compact Tree Set for Keyword Queries on Graphs using MapReduce”, World Wide Web 19(3): 499-518, 2016.

Md. Saiful Islam, Chengfei Liu and Jianxin Li. “Efficient Answering of Why-Not Questions in Similar Graph Matching”, The 32nd IEEE International Conference on Data Engineering (ICDE), Poster, 2016.

Md. Saiful Islam, Chengfei Liu, and Jianxin Li. “Efficient Answering of Why-Not Questions in Similar Graph Matching”, IEEE Transactions on Knowledge and Data Engineering TKDE, 27(10): 2672-2686, 2015.

Jianxin Li, Chengfei Liu, Rui Zhou and Jeffrey Xu Yu, “Query-driven Frequent Term Extraction over Big Data using MapReduce”, the Computer Journal, 58(3): 497-513, 2015.

Jianxin Li, Chengfei Liu and Jeffrey Xu Yu. “Context-based XML Keyword Query Diversification”, IEEE Transactions on Knowledge and Data Engineering TKDE, 27(3): 660-672, 2015.

Jianxin Li, Chengfei Liu, Rui Zhou and Jeffrey Xu Yu. “Quasi-SLCA based Threshold Keyword Search over Probabilistic XML Data”, IEEE Transactions on Knowledge and Data Engineering TKDE, 26(4): 957-969, 2014.

Jianxin Li, Chengfei Liu and Jiajie Xu. “XBridge-Mobile: Efficient XML Keyword Search on Mobile Web Data”, Computing Journal, 96(7): 631-650, 2014.

Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang, and Jeffrey Xu Yu. “Evaluating Irredundant Maximal Contained Rewritings for XPath Queries on Views”, The Computer Journal, 57(11):1674-1692, 2014.

Jianxin Li, Chengfei Liu, Rui Zhou and Wei Wang, “XML Keyword Search with Promising Result Type Recommendations”, World Wide Web Journal, 17(1): 127-159, 2014.

Jianxin Li, Chengfei Liu and Md. Saiful Islam, “Keyword-based Correlated Network Computation over Large Social Media”, The 30th IEEE International Conference on Data Engineering (ICDE), pp. 268-279, 2014.

Rui Zhou, Chengfei Liu, Jianxin Li and Jeffrey Xu Yu, “ELCA Evaluation for Keyword Search on Probabilistic XML Data”, World Wide Web Journal, 16(2):171-193, 2013.

Liang Yao, Chengfei Liu, Jianxin Li, Rui Zhou. “Efficient Computation of Multiple XML Keyword Queries”, The 14th International Conference of Web Information Systems Engineering (WISE), pp. 368-381, 2013.

Rui Zhou, Chengfei Liu, Jeffrey Xu Yu, Weifa Liang, Baichen Chen and Jianxin Li. Finding Maximal k-Edge-Connected Subgraphs from a Large Graph, The 15th International Conference on Extending Database Technology (EDBT), pp. 480-491, 2012.

Jianxin Li, Chengfei Liu, Rui Zhou and Wei Wang. Top-k Keyword Search over Probabilistic XML Data, The 27th IEEE International Conference on Data Engineering (ICDE), pp. 673-684, 2011.

Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang, Jixue Liu. Evaluating Contained Rewritings for XPath Queries on Materialized Views, The International Conference on Database Systems for Advanced Applications (DASFAA), pp. 481-495, 2011.

Chengfei Liu, Jianxin Li, Jeffrey Xu Yu and Rui Zhou, “Adaptive Relaxation for Querying Heterogeneous XML Data Sources”, Information Systems, 35(6): 688-707, September 2010.

Chi Yang, Chengfei Liu, Jianxin Li, Jeffrey Xu Yu and Junhu Wang, “A Query System for XML DATA Stream and its Semantic-based Buffer Reduction”, Journal of Research and Practice in Information Technology (JRPIT),42(2): 111-128, 2010.

Jianxin Li, Chengfei Liu, Rui Zhou and Wei Wang. Suggestion of Promising Result Types for XML Keyword Search, The 14th International Conference on Extending Database Technology (EDBT), pp. 561-572, 2010.

Rui Zhou, Chengfei Liu, Jianxin Li. Fast ELCA Computation for Keyword Queries on XML Data, The 14th International Conference on Extending Database Technology (EDBT), pp. 549-560, 2010.

Bo Ning, Chengfei Liu, Jeffrey Xu Yu, Guoren Wang and Jianxin Li, “Matching Top-k Answers of Twig Patterns in Probabilistic XML”, The International Conference on Database Systems for Advanced Applications (DASFAA), pp. 125-139, 2010.

Jianxin Li, Chengfei Liu, Rui Zhou and Bo Ning, “Processing XML Keyword Search by Constructing Effective Structured Queries”, APWeb-WAIM, pp. 88-99, 2009.

Rui Zhou, Chengfei Liu, Junhu Wang and Jianxin Li, Containment between Unions of XPath Queries. The International Conference on Database Systems for Advanced Applications (DASFAA), pp. 405-420, 2009.

Nan Tang, Jeffrey Xu Yu, Kam-Fai Wong and Jianxin Li, “Fast XML Structural Join Algorithms by Partitioning”, Journal of Research and Practice in Information Technology (JRPIT), 40(1):33-54, 2008.

Jianxin Li, Chengfei Liu, Jeffrey Xu Yu and Rui Zhou, “Efficient Top-k Search across Heterogeneous XML Data Sources”, The International Conference on Database Systems for Advanced Applications (DASFAA), pp. 314-329, 2008.

Rui Zhou, Chengfei Liu and Jianxin Li, “Holistic Constraint-Preserving Transformation from Relational Schema into XML Schema”, The International Conference on Database Systems for Advanced Applications (DASFAA), pp. 4-18, 2008.

Rui Zhou, Chengfei Liu, Jianxin Li and Junhu Wang, “Filtering Techniques for Rewriting XPath Queries Using Views”, The 9th International Conference of Web Information Systems Engineering (WISE), pp. 307-320, 2008.

Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Jixue Liu, Guoren Wang and Chi Yang, “Computing Structural Similarity of Source XML Schemas against Domain XML Schema”, The Australasian Database Conference (ADC), pp. 155-164, 2008.

Chi Yang, Chengfei Liu, Jianxin Li, Jeffrey Xu Yu and Junhu Wang, “Semantics based Buffer Reduction for Queries over XML Data Streams”, Best Paper The Australasian Database Conference (ADC), pp. 145-153, 2008.

Yaxin Yu, Guoren Wang, Haining Zhang and Jianxin Li. “An Index for Supporting XML Structural Join Efficiently and Effectively - CATI”. Journal of Computer Research & Development, 44(1), 2007.

Chengfei Liu and Jianxin Li, “Designing Quality XML Schemas from E-R Diagrams”, WAIM, pp. 508-519, 2006.

Nan Tang, Jeffrey Xu Yu, Kam-Fai Wong, Kevin Lu and Jianxin Li, “Accelerating XML Structural Join by Partitioning”, The International Conference on Database and Expert Systems Applications (DEXA), pp. 280-289, 2005.

Jianxin Li, Guoren Wang, and Nan Tang. "Histogram-Based Parallel Structural Join Algorithm for Xml Data." Journal of Computer Research & Development, 41(10), 2004.

Jianxin Li, Guoren Wang, and Nan Tang. "Histogram-Based Parallel Structural Join Algorithm for Xml Data." Best Paper National DataBase Conference (NDBC), 2004, China.

Nan Tang, Yaxin Yu, Jianxin Li, Guoren Wang, Ge Yu. Research of Parallel XML Data Placement Based on Workload Balancing. National DataBase Conference (NDBC), 2003, China.
Roles, responsibilities and expertise
Database Query Processing and Optimization;
Social Data Processing;
Index and Algorithms.
Funding received
2016-2018 ARC Discovery Project DP160102114 - Effective and Efficient Query Processing over Dynamic Social Networks

2016 UWA Startup Fund

2013 Faculty Summer Research Grant Award in Swinburne University of Technology;

2012 Faculty Summer Research Grant Award in Swinburne University of Technology
Honours and awards
The 26th WWW Conference 2017 Best Demo Award

RMIT-2015 PVC ARC Discovery Project Certificate

RMIT-2015 Early Career Development Fellow

RMIT-2015 Tertiary Teaching Practice Certificate

ADC 2015 Best Poster Award

ADC 2008 Best Paper

ADC 2008 Best Student Paper

2008 ~ 2009 Swinburne Uni. Postgraduate Research Top-Up Award

2006 ~ 2009 Swinburne Uni. Postgraduate Research Award (SUPRA)
Previous positions
Lecturer and Early Career Development Fellow in RMIT, 2015 - 2016
Teaching
CITS3401/5504 Data Warehousing and Data Mining in UWA, 2017
CITS1402/4405 Relational Database Management System in UWA, 2016
COSC2413/2406 Web Programming in 2015-S2, 2016-S1 in RMIT;
New and noteworthy
I am looking for PhD students, and visiting scholars. Please send me your CV if you are interested.
Current projects
Social Influence Maximization and its Applications;

Target-aware Social Network Summarization;

Geo-social Network Data Analysis;

Smartrider Data Analytics Project.
Research profile
Research profile and publications
 

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Last updated:
Tuesday, 3 November, 2015 2:39 PM