Find Scholarly Works

Search in all content

Filters for Scholarly Works

Search concepts
Selected Filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011

Author

  • Huan Liu
2019

Adaptive unsupervised feature selection on attributed networks

Li, J., Guo, R., Liu, C. & Liu, H., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 92-100 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations
2012

Unsupervised feature selection for linked social media data

Tang, J. & Liu, H., Sep 14 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 proceedingConference contribution

117 Scopus citations
2016

Understanding and identifying advocates for political campaigns on social media

Ranganath, S., Hu, X., Tang, J. & Liu, H., Feb 8 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 43-52 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations
2020

Privacy-aware recommendation with private-attribute protection using adversarial learning

Beigi, G., Mosallanezhad, A., Guo, R., Alvari, H., Nou, A. & Liu, H., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 34-42 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
2016

Exploiting emotional information for trust/distrust prediction

Beigi, G., Tang, J., Wang, S. & Liu, H., Jan 1 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Venkatasubramanian, S. C. & Meira, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 81-89 9 p. (16th SIAM International Conference on Data Mining 2016, SDM 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
25 Scopus citations
2017

Attributed signed network embedding

Wang, S., Aggarwal, C., Tang, J. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 137-146 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

30 Scopus citations
2019

Deep anomaly detection on attributed networks

Ding, K., Li, J., Bhanushali, R. & Liu, H., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 594-602 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
11 Scopus citations
2014

Personalized location recommendation on location-based social networks

Gao, H., Tang, J. & Liu, H., Oct 6 2014, RecSys 2014 - Proceedings of the 8th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 399-400 2 p. (RecSys 2014 - Proceedings of the 8th ACM Conference on Recommender Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Scopus citations

Identifying users with opposing opinions in Twitter debates

Rajadesingan, A. & Liu, H., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8393 LNCS. p. 153-160 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8393 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

36 Scopus citations
2019

Smart CCR IoT: Internet of things testbed

Raglin, A. J., Huang, D., Liu, H. & McCabe, J., Dec 2019, Proceedings - 2019 IEEE 5th International Conference on Collaboration and Internet Computing, CIC 2019. Institute of Electrical and Electronics Engineers Inc., p. 232-235 4 p. 8998501. (Proceedings - 2019 IEEE 5th International Conference on Collaboration and Internet Computing, CIC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

Cell analytics in compound hit selection of bacterial inhibitors

Trevino, R. P., Kawamoto, S. A., Lamkin, T. J. & Liu, H., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Institute of Electrical and Electronics Engineers Inc., p. 1037-1042 6 p. 7363857

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2016

Relational learning with social status analysis

Wu, L., Hu, X. & Liu, H., Feb 8 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 513-522 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations
2014

Scalable learning of users' preferences using networked data

Abbasi, M. A., Tang, J. & Liu, H., Jan 1 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 4-12 9 p. (HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Scopus citations
2018

Sparse modeling-based sequential ensemble learning for effective outlier detection in high-dimensional numeric data

Pang, G., Cao, L., Chen, L., Lian, D. & Liu, H., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3892-3899 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations
2015

Unsupervised sentiment analysis for social media images

Wang, Y., Wang, S., Tang, J., Liu, H. & Li, B., 2015, IJCAI International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 2378-2379 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

55 Scopus citations
2013

Mining social media: Challenges and opportunities

Jones, I. & Liu, H., 2013, Proceedings - 2013 International Conference on Social Intelligence and Technology, SOCIETY 2013. p. 90-99 10 p. 6545969

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

Pi-Bully: Personalized cyberbullying detection with peer influence

Cheng, L., Li, J., Silva, Y., Hall, D. & Liu, H., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5829-5835 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2016

Multi-label informed feature selection

Jian, L., Li, J., Shu, K. & Liu, H., 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1627-1633 7 p.

Research output: Contribution to journalArticle

51 Scopus citations
2017

Sentiment Informed Cyberbullying Detection in Social Media

Dani, H., Li, J. & Liu, H., Jan 1 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Springer Verlag, Vol. 10534 LNAI. p. 52-67 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10534 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations
2014

Is distrust the negation of trust? The value of distrust in social media

Tang, J., Hu, X. & Liu, H., Jan 1 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 148-157 10 p. (HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

35 Scopus citations
2017

Early identification of personalized trending topics in microblogging

Wu, L., Hu, X. & Liu, H., 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI Press, p. 692-695 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

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

Gao, H., Tang, J. & Liu, H., Dec 19 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 proceedingConference contribution

124 Scopus citations
2015

Surpassing the limit: Keyword clustering to improve Twitter sample coverage

Sampson, J., Morstatter, F., Maciejewski, R. & Liu, H., Aug 24 2015, HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 237-245 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Negative link prediction in social media

Tang, J., Chang, S., Aggarwal, C. & Liu, H., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 87-96 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

77 Scopus citations
2016

Finding time-critical responses for information seeking in social media

Ranganath, S., Wang, S., Hu, X., Tang, J. & Liu, H., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 961-966 6 p. 7373419. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2014

When is it biased? Assessing the representativeness of twitter's streaming API

Morstatter, F., Pfeffer, J. & Liu, H., Apr 7 2014, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 555-556 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

59 Scopus citations
2013

Exploiting homophily effect for trust prediction

Tang, J., Gao, H., Hu, X. & Liu, H., Feb 28 2013, WSDM 2013 - Proceedings of the 6th ACM International Conference on Web Search and Data Mining. p. 53-62 10 p. (WSDM 2013 - Proceedings of the 6th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

148 Scopus citations

Whom should I follow? Identifying relevant users during crises

Kumar, S., Morstatter, F., Zafarani, R. & Liu, H., Jul 10 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 proceedingConference contribution

40 Scopus citations
2011

Enhancing accessibility of microblogging messages using semantic knowledge

Hu, X., Tang, L. & Liu, H., Dec 13 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 proceedingConference contribution

20 Scopus citations
2014

Finding friends on a new site using minimum information

Zafarani, R. & Liu, H., 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Society for Industrial and Applied Mathematics Publications, Vol. 2. p. 947-955 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations
2012

User Identification Across Social Media

Liu, H., Dec 6 2012

Research output: Patent

2018

Exploiting user actions for app recommendations

Shu, K., Wang, S., Liu, H., Tang, J., Chang, Y. & Luo, P., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 139-142 4 p. 8508447

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Exploiting local and global social context for recommendation

Tang, J., Hu, X., Gao, H. & Liu, H., Dec 1 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 2712-2718 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

132 Scopus citations
2019

Privacy preserving text representation learning

Beigi, G., Shu, K., Guo, R., Wang, S. & Liu, H., Sep 12 2019, HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 275-276 2 p. (HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
3 Scopus citations
2016

Exploring personal attributes from unprotected interactions

Gundecha, P., Tang, J., Hu, X. & Liu, H., Jan 1 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI press, p. 575-578 4 p. (Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

Is the sample good enough? Comparing data from twitter's streaming API with Twitter's firehose

Morstatter, F., Pfeffer, J., Liu, H. & Carley, K. M., 2013, Proceedings of the 7th International Conference on Weblogs and Social Media, ICWSM 2013. AAAI press, p. 400-408 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

364 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., Sep 24 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 proceedingConference contribution

22 Scopus citations
2011

Spectral feature selection for data mining

Zhao, Z. A. & Liu, H., Jan 1 2011, CRC Press. 199 p.

Research output: Book/ReportBook

34 Scopus citations
2015

A Local SVD Framework for Stable Feature Selection for Clustering

Alelyani, S. & Liu, H., Oct 19 2015, Proceedings - 2015 IEEE 16th International Conference on Information Reuse and Integration, IRI 2015. Institute of Electrical and Electronics Engineers Inc., p. 236-243 8 p. 7300983

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Recommendations in signed social networks

Tang, J., Aggarwal, C. & Liu, H., Jan 1 2016, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 31-40 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

45 Scopus citations
2011

Feature selection strategy in text classification

Fung, P. C. G., Morstatter, F. & Liu, H., Jun 8 2011, Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia Conference, PAKDD 2011, Proceedings. PART 1 ed. 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 proceedingConference contribution

6 Scopus citations
2019

Signed link prediction with sparse data: The role of personality information

Beigi, G., Ranganath, S. & Liu, H., May 13 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 1270-1278 9 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2012

Text analytics in social media

Hu, X. & Liu, H., Aug 1 2012, Mining Text Data. Springer US, Vol. 9781461432234. p. 385-414 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

85 Scopus citations
2015

The fragility of twitter social networks against suspended users

Wei, W., Joseph, K., Liu, H. & Carley, K. M., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Association for Computing Machinery, Inc, p. 9-16 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations
2018

Interactive Unknowns Recommendation in E-Learning Systems

Teng, S. Y., Li, J., Ting, L. P. Y., Chuang, K. T. & Liu, H., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 497-506 10 p. 8594874. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations
2015

Sarcasm detection on twitter: A behavioral modeling approach

Rajadesingan, A., Zafarani, R. & Liu, H., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 97-106 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

132 Scopus citations
2018

Securing social media user data - An adversarial approach

Beigi, G., Shu, K., Zhang, Y. & Liu, H., Jul 3 2018, HT 2018 - Proceedings of the 29th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 165-173 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations
2015

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 361-369 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations
2016

Community cores: Removing size bias from community detection

Jones, I., Wang, R., Han, J. & Liu, H., 2016, Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, p. 603-606 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution