Huan Liu

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Huan Liu

Regents' Professor

Calculated based on number of publications stored in Pure and citations from Scopus
1988 …2024

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  • 2013

    Social spammer detection in microblogging

    Hu, X., Tang, J., Zhang, Y. & Liu, H., Dec 1 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 2633-2639 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    143 Scopus citations

  • Understanding twitter data with tweetxplorer

    Morstatter, F., Kumar, S., Liu, H. & Maciejewski, R., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 1482-1485 4 p. 2487703. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    60 Scopus citations

  • Unsupervised feature selection for multi-view data in social media

    Tang, J., Hu, X., Gao, H. & Liu, H., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Ghosh, J., Obradovic, Z., Dy, J., Zhou, Z-H., Kamath, C. & Parthasarathy, S. (eds.). Siam Society, p. 270-278 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    101 Scopus citations

  • Unsupervised feature selection for multi-view data in social media

    Tang, J., Hu, X., Gao, H. & Liu, H., 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 270-278 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unsupervised sentiment analysis with emotional signals

    Hu, X., Tang, J., Gao, H. & Liu, H., 2013, WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web. Association for Computing Machinery, p. 607-617 11 p. (WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    315 Scopus citations

  • Whom should I follow? Identifying relevant users during crises

    Kumar, S., Morstatter, F., Zafarani, R. & Liu, H., 2013, HT 2013 - Proceedings of the 24th ACM Conference on Hypertext and Social Media. p. 139-147 9 p. (HT 2013 - Proceedings of the 24th ACM Conference on Hypertext and Social Media).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    54 Scopus citations
  • 2012

    Discovering trust networks for the selection of trustworthy service providers in complex contextual social networks

    Liu, G., Wang, Y., Orgun, M. A. & Liu, H., 2012, Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012. p. 384-391 8 p. 6257831. (Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    28 Scopus citations

  • Ensemble feature selection in face recognition: ICMLA 2012 challenge

    Alelyani, S. & Liu, H., 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. p. 588-591 4 p. 6406801. (Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations

  • eTrust: Understanding trust evolution in an online world

    Tang, J., Gao, H., Liu, H. & Das Sarmas, A., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 253-261 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    184 Scopus citations

  • Exploring social-historical ties on location-based social networks

    Gao, H., Tang, J. & Liu, H., 2012, ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media. p. 114-121 8 p. (ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    223 Scopus citations

  • Faceted browsing over social media

    Nambiar, U., Faruquie, T., Kumar, S., Morstatter, F. & Liu, H., Dec 31 2012, Big Data Analytics - First International Conference, BDA 2012, Proceedings. p. 91-100 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7678 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Feature selection with linked data in social media

    Tang, J. & Liu, H., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. Society for Industrial and Applied Mathematics Publications, p. 118-128 11 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    90 Scopus citations

  • gSCorr: Modeling geo-social correlations for new check-ins on location-based social networks

    Gao, H., Tang, J. & Liu, H., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1582-1586 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    174 Scopus citations

  • Integrating social media data for community detection

    Tang, J., Wang, X. & Liu, H., 2012, Modeling and Mining Ubiquitous Social Media - International Workshop, MSM 2011, MUSE 2011, Revised Selected Papers. p. 1-20 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7472 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Scopus citations

  • Lessons learned in using social media for disaster relief - ASU crisis response game

    Abbasi, M. A., Kumar, S., Filho, J. A. A. & Liu, H., 2012, Social Computing, Behavioral-Cultural Modeling and Prediction, 5th International Conference, SBP 2012, Proceedings. p. 282-289 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    44 Scopus citations

  • MTrust: Discerning multi-faceted trust in a connected world

    Tang, J., Gao, H. & Liu, H., 2012, WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining. p. 93-102 10 p. (WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    299 Scopus citations

  • Navigating Information Facets on Twitter (NIF-T)

    Kumar, S., Morstatter, F., Marshall, G., Liu, H. & Nambiar, U., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1548-1551 4 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Real-world behavior analysis through a social media lens

    Abbasi, M. A., Chai, S. K., Liu, H. & Sagoo, K., 2012, Social Computing, Behavioral-Cultural Modeling and Prediction, 5th International Conference, SBP 2012, Proceedings. p. 18-26 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    29 Scopus citations

  • Social status and role analysis of Palin's email network

    Hu, X. & Liu, H., 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 531-532 2 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    20 Scopus citations

  • Supervised low rank matrix approximation for stable feature selection

    Alelyani, S. & Liu, H., 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. p. 324-329 6 p. 6406683. (Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Unsupervised feature selection for linked social media data

    Tang, J. & Liu, H., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 904-912 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    141 Scopus citations
  • 2011

    A dilemma in assessing stability of feature selection algorithms

    Alelyani, S., Zhao, Z. & Liu, H., 2011, Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011. p. 701-707 7 p. 6063062. (Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 -Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    41 Scopus citations

  • Connecting users with similar interests via tag network inference

    Wang, X., Liu, H. & Fan, W., 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 1019-1024 6 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    16 Scopus citations

  • Document clustering via matrix representation

    Wang, X., Tang, J. & Liu, H., 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 804-813 10 p. 6137285. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Enhancing accessibility of microblogging messages using semantic knowledge

    Hu, X., Tang, L. & Liu, H., 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 2465-2468 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    22 Scopus citations

  • Exploiting vulnerability to secure user privacy on a social networking site

    Gundecha, P., Barbier, G. & Liu, H., 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. Association for Computing Machinery, p. 511-519 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    54 Scopus citations

  • Extracting geographic knowledge from sensor intervention data using spatial association rules

    Kondaveeti, A., Liu, H., Runger, G. & Rowe, J., 2011, ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. p. 127-130 4 p. 5969018. (ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Feature selection strategy in text classification

    Fung, P. C. G., Morstatter, F. & Liu, H., 2011, Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia Conference, PAKDD 2011, Proceedings. PART 1 ed. Springer Verlag, p. 26-37 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6634 LNAI, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Information provenance in social media

    Barbier, G. & Liu, H., 2011, Social Computing, Behavioral-Cultural Modeling and Prediction - 4th International Conference, SBP 2011, Proceedings. p. 276-283 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6589 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Scopus citations

  • Promoting coordination for disaster relief - From crowdsourcing to coordination

    Gao, H., Wang, X., Barbier, G. & Liu, H., 2011, Social Computing, Behavioral-Cultural Modeling and Prediction - 4th International Conference, SBP 2011, Proceedings. p. 197-204 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6589 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    56 Scopus citations

  • Quantifying features using false nearest neighbors: An unsupervised approach

    Filho, J. A. A., Carvalho, A. C. P. L. F., Mello, R. F., Alelyani, S. & Liu, H., Dec 1 2011, Proceedings - 2011 23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011. p. 994-997 4 p. 6103461. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • The effect of the characteristics of the dataset on the selection stability

    Alelyani, S., Liu, H. & Wang, L., Dec 1 2011, Proceedings - 2011 23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011. p. 970-977 8 p. 6103458. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    32 Scopus citations

  • TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief

    Kumar, S., Barbier, G., Abbasi, M. A. & Liu, H., Jul 17 2011, Proceedings of the 5th International AAAI Conference on Weblogs and Social Media, ICWSM 2011. AAAI press, p. 661-662 2 p. (Proceedings of the 5th International AAAI Conference on Weblogs and Social Media, ICWSM 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    156 Scopus citations

  • Understanding user migration patterns in social media

    Kumar, S., Zafarani, R. & Liu, H., Nov 2 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 1204-1209 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    45 Scopus citations

  • Understanding User Migration Patterns in Social Media

    Kumar, S., Zafarani, R. & Liu, H., Aug 11 2011, Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011. AAAI press, p. 1204-1209 6 p. (Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    26 Scopus citations
  • 2010

    A multi-resolution approach to learning with overlapping communities

    Tang, L., Wang, X., Liu, H. & Wang, L., 2010, SOMA 2010 - Proceedings of the 1st Workshop on Social Media Analytics. p. 14-22 9 p. (SOMA 2010 - Proceedings of the 1st Workshop on Social Media Analytics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • An integrative approach to identifying biologically relevant genes

    Zhao, Z., Wang, J., Sharma, S., Agarwal, N., Liu, H. & Chang, Y., 2010, Proceedings of the 10th SIAM International Conference on Data Mining, SDM 2010. p. 838-849 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    14 Scopus citations

  • A social network analysis approach to detecting suspicious online financial activities

    Tang, L., Barbier, G., Liu, H. & Zhang, J., 2010, Advances in Social Computing - Third International Conference on Social Computing, Behavioral Modeling, and Prediction, SBP 2010, Proceedings. p. 390-397 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6007 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations

  • Biological relevance detection via network dynamic analysis

    Zhao, Z., Liu, H., Wang, J. & Chang, Y., 2010, 2nd International Conference on Bioinformatics and Computational Biology 2010, BICoB 2010. p. 44-49 6 p. (2nd International Conference on Bioinformatics and Computational Biology 2010, BICoB 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Border security: Supplementing human intelligence in a sensor network using sequential pattern mining

    Kondaveeti, A., Runger, G., Rowe, J. & Liu, H., 2010, 2010 3rd International Conference on Human-Centric Computing, HumanCom 2010. 5563322. (2010 3rd International Conference on Human-Centric Computing, HumanCom 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Convergence of influential bloggers for topic discovery in the blogosphere

    Kumar, S., Zafarani, R., Abbasi, M. A., Barbier, G. & Liu, H., Dec 24 2010, Advances in Social Computing - Third International Conference on Social Computing, Behavioral Modeling, and Prediction, SBP 2010, Proceedings. p. 406-412 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6007 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Discovering overlapping groups in social media

    Wang, X., Tang, L., Gao, H. & Liu, H., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 569-578 10 p. 5694011. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    130 Scopus citations

  • Efficient spectral feature selection with minimum redundancy

    Zhao, Z., Wang, L. & Liu, H., 2010, AAAI-10 / IAAI-10 - Proceedings of the 24th AAAI Conference on Artificial Intelligence and the 22nd Innovative Applications of Artificial Intelligence Conference. AI Access Foundation, p. 673-678 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    195 Scopus citations

  • Efficient Spectral Feature Selection with Minimum Redundancy

    Zhao, Z., Wang, L. & Liu, H., Jul 15 2010, Proceedings of the 24th AAAI Conference on Artificial Intelligence, AAAI 2010. AAAI press, p. 673-678 6 p. (Proceedings of the 24th AAAI Conference on Artificial Intelligence, AAAI 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    38 Scopus citations

  • Network quantification despite biased labels

    Tang, L., Gao, H. & Liu, H., 2010, Proceedings of the 8th Workshop on Mining and Learning with Graphs, MLG'10. p. 147-154 8 p. (Proceedings of the 8th Workshop on Mining and Learning with Graphs, MLG'10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations

  • Sentiment propagation in social networks: A case study in LiveJournal

    Zafarani, R., Cole, W. D. & Liu, H., Dec 24 2010, Advances in Social Computing - Third International Conference on Social Computing, Behavioral Modeling, and Prediction, SBP 2010, Proceedings. p. 413-420 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6007 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    34 Scopus citations

  • Towards building a social computing tool for social scientists

    Kumar, S., Agarwal, N. & Liu, H., Oct 28 2010, 2010 3rd International Conference on Human-Centric Computing, HumanCom 2010. 5563334. (2010 3rd International Conference on Human-Centric Computing, HumanCom 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations
  • 2009

    A Social Identity Approach to Identify Familiar Strangers in a Social Network

    Agarwal, N., Liu, H., Murthy, S., Sen, A. & Wang, X., May 20 2009, Proceedings of the 3rd International AAAI Conference on Weblogs and Social Media, ICWSM 2009. AAAI press, p. 2-9 8 p. (Proceedings of the 3rd International AAAI Conference on Weblogs and Social Media, ICWSM 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    24 Scopus citations

  • BlogTrackers: A Tool for Sociologists to Track and Analyze Blogosphere

    Agarwal, N., Kumar, S., Liu, H. & Woodward, M., May 20 2009, Proceedings of the 3rd International AAAI Conference on Weblogs and Social Media, ICWSM 2009. AAAI press, p. 359-360 2 p. (Proceedings of the 3rd International AAAI Conference on Weblogs and Social Media, ICWSM 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    9 Scopus citations

  • Connecting Corresponding Identities across Communities

    Zafarani, R. & Liu, H., May 20 2009, Proceedings of the 3rd International AAAI Conference on Weblogs and Social Media, ICWSM 2009. AAAI press, p. 354-357 4 p. (Proceedings of the 3rd International AAAI Conference on Weblogs and Social Media, ICWSM 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    193 Scopus citations