Huan Liu

School of Computing, Informatics, and Decision Systems Engineering

Professor

Faculty, TEMPE Campus, Mailcode 8809

Institute for Social Science Research Affiliated Faculty

Professor

Faculty, TEMPE Campus, Mailcode 8809

Sustainability Scientists and Scholars

Senior Sustainability Scientist

Faculty, TEMPE Campus, Mailcode 8809

Biography

Huan Liu is a professor of computer science and engineering with the School of Computing, Informatics, Decision Systems Engineering in the Ira A. Fulton Schools of Engineering.

Liu's research focuses on Feature Selection and Social Computing, developing computational methods that deal with massive or high-dimensional data (web, text, and social media), speed up data mining and machine learning, and design efficient algorithms to enable effective problem solving ranging from basic research, text/Web mining, bioinformatics, image mining, to real-world applications where intelligent systems play a pivotal role. He is a fellow of IEEE and a distinguished scientist of ACM.

Curriculum Vitae

Education

Ph.D. Computer Science, University of Southern California 1989
M.S. Computer Science, University of Southern California 1985
B.Eng. CS and Electrical Engineering, Shanghai Jiaotong University, China 1983

Research Website

http://www.public.asu.edu/~huanliu

Research Interests

Social Computing, Data Mining with Social Media, Feature Selection

Publications

M. Dash and H. Liu. Dimensionality Reduction. Encyclopedia of Computer Science and Engineering, (2009).
L. Tang, H. Liu, J. Zhang, N. Agarwal and J.J. Salerno. Topic taxonomy adaptation for group profiling. ACM Transaction on Knowledge Discovery and Data Mining (2008).
N. Agarwal and H. Liu. Blogosphere: Research Issues, Applications, and Tools. SIGKDD Explorations (2008).
S. Subramanya, Z. Wang, B. Li, and H. Liu. Completing Missing Views for Multiple Sources of Web Media. International Journal of Data Mining, Modeling and Management (2008).
Huan Liu, John Salerno, Michael Young. Social Computing, Behavioral Modeling, and Prediction. (2008).
L. Tang, H. Liu, and J. Zhang. Taxonomy Adaptation for Hierarchical Content Categorization. Encyclopedia of Data Warehousing and Mining (2008).
N. Agarwal, H. Liu, J.J. Salerno, P.S. Yu. Searching for `Familiar Strangers' on Blogosphere",Next Generation of Data Mining. Next Generation of Data Mining (2008).
Sai Moturu, Lance Parsons, Zheng Zhao, and Huan Liu. Integrative Data Analysis for Biological Discovery. Encyclopedia of Data Warehousing and Mining, (2008).
Z. Zhao and H. Liu. On Interacting Features in Subset Selection. Encyclopedia of Data Warehousing and Mining (2008).
Jieping Ye, Kewei Chen, Teresa Wu, Jing Li, Zheng Zhao, Rinkal Patel, Min Bae, Ravi Janardan, Huan Liu, Gene Alexander, Eric Reiman. Heterogeneous data fusion for alzheimer's disease study. ACM SIGKDD (2008).
L. Tang, H. Liu, J. Zhang, and Z. Nazeri. Community Evolution in Dynamic Multi-Mode Networks. ACM SIGKDD (2008).
N. Agarwal, H. Liu, J. Salerno, and S. Sundararajan. Understanding Group Interaction in Blogosphere: A Case Study. Second International Conference on Computational Cultural Dynamic (2008).
N. Agarwal, H. Liu, L. Tang, and P. Yu. Identifying Influential Bloggers in a Community. ACM First International Conference on Web Search and Data Mining (2008).
Nitin Agarwal, Magdiel Galan Oliveras, Huan Liu, Shankara B. Subramanya. Clustering Blogs with Collective Wisdom. 8th International Conference on Web Engineering (2008).
S. Subramanya, B. Li, and H. Liu. Robust Integration of Multiple Information Sources by View Completion. IEEE International Conference on Information Reuse and Integration (2008).
S. T. Moturu, H. Liu, and W. Johnson. Trust Evaluation in Health Information on the World Wide Web. IEEE Engineering in Medicine and Biology Conference (2008).
Sai T. Moturu, Huan Liu, William G. Johnson. Healthcare Risk Modeling for Medicaid Patients - The Impact of Sampling on the Prediction of High-Cost Patients. International Conference on Healthcare Informatics (2008).
Z. Zhao, J. Wang, H. Liu, J. Ye, and Y. Chang. Identifying Biologically Relevant Genes via Multiple Heterogeneous Data Sources. ACM SIGKDD (2008).
Liu, Huan, Motoda, Hiroshi. Computational Methods of Feature Selection. (2007).
. . Computational Methods of Feature Selection (2007).
Chen, Jianhui, Zhao, Zheng, Ye, Jieping, Liu, Huan. Nonlinear Adaptive Distance Metric Learning for Clustering. ACM (2007).
Refaeilzadeh, Payam, Tang, Lei, Liu, Huan. On Comparison of Feature Selection Algorithms. (2007).
W.K. Wong, D. W.L. Cheung, E. Hung, and H. Liu. Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining. Pacific Asia Conference on Knowledge Discovery and Data Mining (0).

Research Activity

Zhang,Yanchao*, Liu,Huan. Research Area 5_3_3: Sybil-Resilient Influence Measurement in Microblogging Systems. DOD-ARMY-ARO(7/15/2015 - 12/14/2015).
Liu,Huan*. Social Media Analytics for Bot. Charles River(7/6/2015 - 2/8/2016).
Xue,Guoliang*, Liu,Huan. BDD: Disaster Preparation and Response via Big Data Analysis and Robust Networking. NSF-CISE(4/1/2015 - 3/31/2018).
Liu,Huan*. Utilization of Hybrid Computing for High Throughput Identification of Beneficial Chemicals or Biological Interrogations for Human Effectiveness. Dynamics Res. Corp(9/1/2014 - 8/31/2015).
Bliss,Nadya T*, Ahn,Gail-Joon, Bliss,Daniel Wesley, Cooke,Nancy Jaworski, Corman,Steven Robert, Davulcu,Hasan, Dirks,Gary William, Finn,Edward Frederick, Finn,Edward Frederick, Liu,Huan, Maciejewski,Ross, Thies,Cameron G, Westerhoff,Paul, White,Dave Douglas. The Foresight Initiative. DOD-NGA(6/1/2014 - 5/31/2019).
Liu,Huan*. Social Media Characterization Study. NSI(4/15/2014 - 8/31/2015).
Liu,Huan*. Utilization of High Performance Computing for High Throughput Identification of Human Biosignatures Derived From Image Analytics of Chemical and Bio. Dynamics Res. Corp(3/5/2014 - 9/30/2014).
Liu,Huan*. Developing Novel Auxiliary Technologies for Crisis Tracking. DOD-NAVY-ONR(11/1/2013 - 12/31/2015).
Xue,Guoliang*, Liu,Huan. Computational Exploration of Noise in Social Media and Its Reduction. DOD-ARMY-ARO(8/15/2013 - 4/14/2014).
Liu,Huan*. Content Analysis of Social Media Data. FleishmanHillard(8/1/2013 - 11/30/2013).
Liu,Huan*. Modeling of Complex Systems: Mining Suspicious Tiny SubNetworks in a Massive Social Network. UNIV OF ILLINOIS - CHAMP/URBAN(6/25/2013 - 12/24/2014).
Liu,Huan*. Multi-Source Assessment of State Stability. CARNEGIE MELLON UNIV(6/1/2013 - 5/31/2018).
Liu,Huan*. III:Small: Transforming Feature Selection to Harness the Power of Social Media. NSF-CISE(9/1/2012 - 8/31/2016).
Xue,Guoliang*, Liu,Huan. Human-Centric Computing with Collective Intelligence: Challenges and Research Directions. DOD-ARMY-ARO(8/16/2012 - 8/15/2013).
Liu,Huan*. CASP: Center for Humanitarian and Social Media Data Storage and Processing. DOD-NAVY-ONR(6/15/2012 - 7/13/2013).
Liu,Huan*, Liu,Huan*. ARO SBP12 and SBP13 Conference Sponsorship Grant Proposal. DOD-ARMY-ARO(3/13/2012 - 11/12/2014).
Liu,Huan*, Liu,Huan*. Assessing Trustworthiness in Social Media: A Social Computing Approach. DOD-ARL(11/1/2011 - 5/31/2015).
Li,Baoxin*, Li,Baoxin*, Hedgpeth,Terri M, Liu,Huan. CPS:Medium: GoingEasy with Crowdsourcing - Building Cyber-Physical Systems for People with Visual Impairment. NSF-CISE(10/1/2011 - 9/30/2016).
Liu,Huan*, Liu,Huan*. International Conference on Social Computing Behavioral Modeling and Prediction. HHS-NIH-NIGMS(3/4/2011 - 2/29/2016).
Liu,Huan*. ARO SBP11 Conference Sponsorship Grant Proposal. DOD-ARMY-ARO(3/1/2011 - 7/31/2011).
Liu,Huan*, Liu,Huan*. The Role of Social Media in Trusted Collaboration for Disaster Relief. DOD-NAVY-ONR(3/1/2011 - 3/29/2014).
Liu,Huan*, Lim,Merlyna, Lim,Merlyna. BlogTrackers: Analyzing Social Media for Cultural Modeling. DOD-NAVY-ONR(5/1/2010 - 12/31/2013).
Liu,Huan*. NSF Conference Sponsorship for the Third International Conference on Social Computing, Behavioral Modeling, and Prediction. NSF-CISE(4/1/2010 - 3/31/2011).
Li,Baoxin*, Kahol,Kanav, Liu,Huan. III-Medium: A Machine Learning Approach to Computational Understanding of Skill Criteria in Surgical Training. NSF-CISE(7/15/2009 - 9/30/2013).
Liu,Huan*. Online Social Behaviors and Prediction of their Implications for the Physical World-A Comparative Study. UNIV OF HAWAII(6/1/2009 - 12/31/2011).
Liu,Huan*. Developing A Cultural Analysis and Sociological Network Theory for Understanding Virutal Communities and Their Intrinsic Relationships on the Web. UNIV OF HAWAII(4/15/2009 - 11/30/2011).
Liu,Huan*. Second International Workshop on Social Computing Behavioral Modeling and Prediction. HHS-NIH-NIGMS(3/16/2009 - 3/15/2010).
Liu,Huan*. NSF Workshop Sponsorship for the Second International Workshop on Social Computing, Behavioral Modeling, and Prediction. NSF-CISE(1/15/2009 - 12/31/2009).
Liu,Huan*. Conference Sponsorship: Second International Workshop on Social Computing, Behavioral Modeling, and Prediction. DOD-NAVY-ONR(12/1/2008 - 5/30/2009).
Liu,Huan*. BlogTrackers: Building Search and Tracking Capabilities for Assessing Political Risks (Phase 2). DOD-NAVY-ONR(10/10/2008 - 5/31/2010).
Liu,Huan*, Ye,Jieping. III-COR-Small: Beyond Feature Selection and Extraction - An Integrated Framework for HIgh-Diminsional Data of Small Labeled Samples. NSF-CISE(9/1/2008 - 8/31/2012).
Liu,Huan*, Chattopadhyay,Aditi, Papandreou-Suppappola,Antonia. A Collective-Computation Approach to Prognostics Health Management. NASA-AMES RESEARCH CTR(9/1/2008 - 8/31/2009).
Katz,Charles*, Katz,Charles*, Katz,Charles*, Liu,Huan, Rodriguez,Nancy, Rodriguez,Nancy, Rowe,Jeremy, Rowe,Jeremy, Runger,George, Runger,George, Schaefer,David, Van Schoik,Douglas Rick. DHS COE in Border Security and Immigration. UNIV OF AZ(7/1/2008 - 6/30/2011).
Liu,Huan*. Modeling Group Interactions via Open Data Sources. DOD-AFOSR(3/1/2008 - 8/31/2011).
Liu,Huan*, Woodward,Mark Rhey. Blog Trackers: Combining Domain Knowledge and Novel Search Capabilities for Assessing Political Risks. DOD-NAVY-ONR(1/29/2008 - 11/30/2008).
Liu,Huan*. Link Mining of Textual Data. MITRE CORP(10/15/2007 - 9/17/2008).
Liu,Huan*. Deep Search for Modeling Group Interaction using Open Data Sources. SUNY ALBANY(9/1/2007 - 4/30/2009).
Crittenden,John C*, Allenby,Braden Richard, Ariaratnam,Samuel T, Chen,Yongsheng, Fernando,H J S, Garcia,Antonio Agustin, Golden,Jay Stuart, Grimm,Nancy B, Guhathakurta,Subhrajit, Guston,David H, Kaloush,Kamil Elias, Konjevod,Goran, Lant,Timothy W, Li,Ke, Liu,Huan, Perrings,Charles Aubrey, Sawhney,Anil, Stanzione Jr,Daniel Charles, Torrens,Paul Morrison Kevin, Williams,Eric David. CAA: Environmental and Economic Impacts of Material Used in Future Urban Development. SFAz(3/30/2007 - 9/30/2008).
Kintigh,Keith William*, Anderies,John M, Baral,Chitta Ranjan, Candan,Kasim Selcuk, Davulcu,Hasan, Hegmon,Michelle, Kambhampati,Subbarao, Kinzig,Ann, Liu,Huan, Mccartney,Peter H, Nelson,Margaret C, Nelson,Margaret C, Redman,Charles L, Simon,Arleyn W, Spielmann,Katherine Ann, Van Der Leeuw,Sander. Enabling the Study of Long-Term Human and Social Dynamics: A Cyberinfrastructure for Archaeology. NSF-SBE(9/15/2004 - 8/31/2006).
Liu,Huan*. Modeling Driving Data. MOTOROLA LABS(5/16/2004 - 8/16/2004).
Liu,Huan*. Synthesis of Streaming Data from Multiple Sensors via Embedded Data Extraction. CEIT(1/1/2004 - 8/15/2005).
Zenhausern,Frederic*, Lenigk,Ralf, Liu,Huan. SMART MICROFLUIDIC CHANNELS WITH INTEGRATED CAPACITIVE MICROMACHINED ULTRASONICS TRANSDUCER. STANFORD UNIV(6/30/2003 - 12/29/2003).
Liu,Huan*, Banks,Debra L. A COLLABORATIVE PROJECT: DEVELOPMENT OF AN UNDERGRADUATE DATA MINING COURSE. NSF-EHR(1/1/2003 - 12/31/2004).
Liu,Huan*. INTELLIGENT DRIVING DATA ANALYSIS. MOTOROLA LABS(1/1/2003 - 12/31/2003).
Liu,Huan*. A DATA MINING APPROACH FOR DETECTING EGERIA IN DIGITAL IMAGERY. SF STATE UNIV(1/1/2002 - 12/31/2003).
Liu,Huan*. TOWARD A UNIFYING TAXONOMY FOR FEATURE SELECTION. NSF-CISE(9/15/2001 - 8/31/2002).

Courses

Summer 2019
Course Number	Course Title
CSE 584	Internship
CEN 584	Internship
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Spring 2019
Course Number	Course Title
CSE 493	Honors Thesis
CSE 499	Individualized Instruction
CEN 580	Practicum
CSE 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CEN 792	Research
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation
CEN 799	Dissertation

Fall 2018
Course Number	Course Title
CSE 472	Social Media Mining
CSE 492	Honors Directed Study
CSE 493	Honors Thesis
CSE 499	Individualized Instruction
CSE 580	Practicum
CEN 580	Practicum
CSE 584	Internship
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Summer 2018
Course Number	Course Title
CSE 580	Practicum
CSE 584	Internship
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CEN 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Spring 2018
Course Number	Course Title
CSE 492	Honors Directed Study
CSE 493	Honors Thesis
CSE 499	Individualized Instruction
CSE 580	Practicum
CEN 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Fall 2017
Course Number	Course Title
CSE 492	Honors Directed Study
CSE 493	Honors Thesis
CSE 499	Individualized Instruction
CEN 580	Practicum
CSE 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 691	Seminar
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Summer 2017
Course Number	Course Title
CSE 580	Practicum
CSE 584	Internship
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CEN 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Spring 2017
Course Number	Course Title
CSE 492	Honors Directed Study
CSE 493	Honors Thesis
CSE 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Fall 2016
Course Number	Course Title
CSE 492	Honors Directed Study
CSE 493	Honors Thesis
CSE 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 691	Seminar
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Summer 2016
Course Number	Course Title
CSE 580	Practicum
CSE 584	Internship
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration

Spring 2016
Course Number	Course Title
CSE 492	Honors Directed Study
CSE 493	Honors Thesis
CSE 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Fall 2015
Course Number	Course Title
CSE 472	Social Media Mining
CSE 492	Honors Directed Study
CSE 493	Honors Thesis
CSE 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 598	Special Topics
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Summer 2015
Course Number	Course Title
CSE 580	Practicum
CSE 584	Internship
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration

Spring 2015
Course Number	Course Title
CSE 493	Honors Thesis
CSE 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Fall 2014
Course Number	Course Title
CSE 472	Social Media Mining
CSE 492	Honors Directed Study
CSE 493	Honors Thesis
CSE 580	Practicum
CSE 590	Reading and Conference
CSE 595	Continuing Registration
CSE 598	Special Topics
CSE 599	Thesis
CSE 790	Reading and Conference
CSE 792	Research
CSE 795	Continuing Registration
CSE 799	Dissertation

Presentations

Huan Liu. Prognostics Health Management and Data Mining. AIMS Research Breakfast (Nov 2008).
Huan Liu. Blogosphere: An Open Data Source for Social Cultural Research. The AFOSR Workshop on Mathematical Process of Social-Cultural Modeling (Sep 2008).
Huan Liu. Blog Communities and Influential Bloggers. Invited Talk, Department of Computer Science, UC Santa Barbara (Sep 2008).
Huan Liu. Data Mining and Social Computing - Moving Forward in Interdisciplinary Research. Com- puter Science and Engineering, Faculty Seminar Series, (Sep 2008).
Huan Liu. Data Mining and Machine Learning Overview. Ira A. Fulton School Engineering, Research and Graduates Service Research Breakfast Forum on Computi (Sep 2008).
Agarwal, Nitin, Liu, Huan. Identifying Influential Bloggers in a Community. First International Conference on Web Search and Data Mining (Feb 2008).
Moturu, Sai, Liu, Huan. Health Care Risk Modeling for Mdeciaid Patients. International Conference on Health Informatics (Jan 2008).
Liu, Huan. Finding Influential Bloggers in a Community. Invited Talk, Microsoft Research (Oct 2007).
Liu, Huan. Searching for Familiar Strangers on Blogosphere. Invited Talk, Microsoft AdCenter (Oct 2007).
Liu, Huan. Evolving Feature Selection. Invited Talk, IBM T.J. Watson (Jul 2007).
Liu, Huan. Online Group Interaction. Invited Talk, AFRL, Rome, NY (Jun 2007).
Moturu, Sai, Liu, Huan, Johnson, William. Predicting Future High-Cost Patients: A Real-World Risk Modeling Application. IEEE International Conference on Bioinformatics and Biomedicine

Service

International Conference on Machine Learning, PC member (2008 - Present)
International World Wide Web Conference, PC member (2008 - Present)
Conference on Information and Knowledge Management, PC member (2008 - Present)
SIAM International Conference on Data Mining, PC member (2007 - Present)
School of Computing and Informatics, University Senate (2006 - Present)
Editorial Board, Member (2006 - Present)
Editorial Board, Member (2004 - Present)
Editorial Board, Member (1999 - Present)
PAKDD Steering Committee, Member (1998 - Present)
Personnel Committee, Computer Sicence and Engineering, Member (2008 - 2010)
SIAM International Conference on Data Mining 2009, Program Committee Co-Chair (2008 - 2009)
Second International Workshop on Social Computing, Behavioral Modeling, and Prediction, Co-organizer (2008 - 2009)
European Conference on Machine Learning/Practical Knowledge Discovery and Data Mining (ECML/PKDD), PC member (2008 - 2008)
Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discover 2008, Workshop co-chair (2008 - 2008)
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Tutorial Co-Presenter (2008 - 2008)
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Senior PC member (2008 - 2008)
Pacific-Asia Conference on Knowledge Discovery and Data Mining, Conference Co-Chair (2007 - 2008)
International Workshop on Social Computing, Behavioral Modeling, and Prediction, Co-organizer (2007 - 2008)
SIAM International Conference on Data Mining, Workshop Chair (2007 - 2008)
Applied Intelligence Journal, Reviewer (2007 - 2007)
Artificial Intelligence Journal, Reviewer (2007 - 2007)
Bioinformatics Journal, Reviewer (2007 - 2007)
IEEE Trans Evolutionary Computation, Reviewer (2007 - 2007)
IEEE Trans KDE, Reviewer (2007 - 2007)
IEEE Trans SMC A, Reviewer (2007 - 2007)
IEEE Trans SMC B, Reviewer (2007 - 2007)
Machine Learning Journal, Reviewer (2007 - 2007)
Nanyang Technological University, External Promotion Reviewer (2007 - 2007)
Program Committee, Area Chair (2007 - 2007)
Program Committee, Member (2007 - 2007)
University of Melbourne, Australia, External Promotion Reviewer (2007 - 2007)
National Science Foundation Panel, Panelist (2007 - 2007)
SDM 2007 Conference Tutorial, Co-author (2007 - 2007)
Editorial Board, Member (2003 - 2006)

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Huan Liu