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  • 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
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

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

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

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
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

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

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
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
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

2019

Multi-level network embedding with boosted low-rank matrix approximation

Li, J., Wu, L., Guo, R., Liu, C. & Liu, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 49-56 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

Bot detection: Will focusing on recall cause overall performance deterioration?

H. Nazer, T., Davis, M., Karami, M., Akoglu, L., Koelle, D. & Liu, H., Jan 1 2019, Social, Cultural, and Behavioral Modeling - 12th International Conference, SBP-BRiMS 2019, Proceedings. Thomson, R., Dancy, C., Hyder, A. & Bisgin, H. (eds.). Springer Verlag, p. 39-49 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11549 LNCS).

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

1 Scopus citations
2016

FeatureMiner: A tool for interactive feature selection

Cheng, K., Li, J. & Liu, H., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2445-2448 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

4 Scopus citations
2017

Toward time-evolving feature selection on dynamic networks

Li, J., Hu, X., Jian, L. & Liu, H., Jan 31 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1003-1008 6 p. 7837940

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

14 Scopus citations
2016

Predicting online protest participation of social media users

Ranganath, S., Morstatter, F., Hu, X., Tang, J., Wang, S. & Liu, H., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 208-214 7 p.

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

8 Scopus citations

Social Answer: A System for Finding Appropriate Sites for Questions in Social Media

Dani, H., Morstatter, F., Hu, X., Yang, Z. & Liu, H., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc., p. 1632-1635 4 p. 7395875

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

2018

Linked causal variational autoencoder for inferring paired spillover effects

Rakesh, V., Guo, R., Moraffah, R., Agarwal, N. & Liu, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1679-1682 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

4 Scopus citations
2017

Detecting camouflaged content polluters

Wu, L., Hu, X., Morstatter, F. & Liu, H., 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI Press, p. 696-699 4 p.

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

8 Scopus citations
2016

Mining misinformation in social media

Wu, L., Morstatter, F., Hu, X. & Liu, H., Dec 1 2016, Big Data in Complex and Social Networks. CRC Press, p. 125-152 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

19 Scopus citations
2018

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 522-530 9 p.

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

15 Scopus citations
2019

Interspot: Interactive spammer detection in social media

Ding, K., Li, J., Dhar, S., Devan, S. & Liu, H., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 6509-6511 3 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

Open Access

Bigscholar 2019: The 6th workshop on big scholarly data

Xia, F., King, I., Liu, H. & Wang, K., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3003-3004 2 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
2018

Leveraging implicit contribution amounts to facilitate microfinancing requests

Ranganath, S., Beigi, G. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 477-485 9 p.

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

2019

A novel symbolic aggregate approximation for time series

Yu, Y., Zhu, Y., Wan, D., Liu, H. & Zhao, Q., Jan 1 2019, Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication, IMCOM 2019. Ismail, R., Choo, H. & Lee, S. (eds.). Springer Verlag, p. 805-822 18 p. (Advances in Intelligent Systems and Computing; vol. 935).

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

1 Scopus citations
2018

Understanding and identifying rhetorical questions in social media

Ranganath, S., Hu, X., Tang, J., Wang, S. & Liu, H., Jan 1 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 2, 17.

Research output: Contribution to journalArticle

1 Scopus citations

Exploiting multilabel information for noise-resilient feature selection

Jian, L., Li, J. & Liu, H., Apr 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 5, 52.

Research output: Contribution to journalArticle

3 Scopus citations
2016

Online Behavioral Analysis and Modeling [Guest Editorial]

Cui, P., Liu, H., Aggarwal, C. & Wang, F., Jan 1 2016, In : IEEE Intelligent Systems. 31, 1, p. 2-4 3 p., 7389910.

Research output: Contribution to journalReview article

3 Scopus citations
2017

Exploiting hierarchical structures for unsupervised feature selection

Wang, S., Wang, Y., Tang, J., Aggarwal, C., Ranganath, S. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 507-515 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

Open Access
5 Scopus citations

Discovering, assessing, and mitigating data bias in social media

Morstatter, F. & Liu, H., Jun 1 2017, In : Online Social Networks and Media. 1, p. 1-13 13 p.

Research output: Contribution to journalArticle

9 Scopus citations

Legislative prediction with dual uncertainty minimization from heterogeneous information

Cheng, Y., Agrawal, A., Liu, H. & Choudhary, A., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 107-120 14 p.

Research output: Contribution to journalArticle

2016

Exploring characteristics of suspended users and network stability on Twitter

Wei, W., Joseph, K., Liu, H. & Carley, K. M., Dec 1 2016, In : Social Network Analysis and Mining. 6, 1, 51.

Research output: Contribution to journalArticle

12 Scopus citations
2018

Towards privacy preserving social recommendation under personalized privacy settings

Meng, X., Wang, S., Shu, K., Li, J., Chen, B., Liu, H. & Zhang, Y., Jul 14 2018, (Accepted/In press) In : World Wide Web. p. 1-29 29 p.

Research output: Contribution to journalArticle

2017

Preface

Cheng, X., Ma, W., Liu, H., Shen, H., Feng, S. & Xie, X., 2017, In : Communications in Computer and Information Science. 774, p. V-VI

Research output: Contribution to journalEditorial

2016

Replacing mechanical turkers? Challenges in the evaluation of models with semantic properties

Morstatter, F. & Liu, H., Oct 1 2016, In : Journal of Data and Information Quality. 7, 4, 15.

Research output: Contribution to journalArticle

1 Scopus citations
2018

Cloud Information Retrieval: Model Description and Scheme Design

Yang, Z., Tang, J. & Liu, H., Jan 29 2018, In : IEEE Access. 6, p. 15420-15430 11 p.

Research output: Contribution to journalArticle

5 Scopus citations
2016

A survey of signed network mining in social media

Tang, J., Chang, Y., Aggarwal, C. & Liu, H., Sep 2016, In : ACM Computing Surveys. 49, 3, 42.

Research output: Contribution to journalArticle

97 Scopus citations

Users joining multiple sites: Friendship and popularity variations across sites

Zafarani, R. & Liu, H., Mar 1 2016, In : Information Fusion. 28, p. 83-89 7 p.

Research output: Contribution to journalArticle

13 Scopus citations

Finding requests in social media for disaster relief

Nazer, T. H., Morstatter, F., Dani, H. & Liu, H., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1410-1413 4 p. 7752432

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

17 Scopus citations
2017

Radar: Residual analysis for anomaly detection in attributed networks

Li, J., Dani, H., Hu, X. & Liu, H., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2152-2158 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

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

Open Access
23 Scopus citations
2018

Understanding User Profiles on Social Media for Fake News Detection

Shu, K., Wang, S. & Liu, H., Jun 26 2018, Proceedings - IEEE 1st Conference on Multimedia Information Processing and Retrieval, MIPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 430-435 6 p.

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

24 Scopus citations
2017

Using a random forest to inspire a neural network and improving on it

Wang, S., Aggarwal, C. & Liu, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 1-9 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

Open Access
11 Scopus citations
2016

A new approach to bot detection: Striking the balance between precision and recall

Morstatter, F., Wu, L., Nazer, T. H., Carley, K. M. & Liu, H., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Institute of Electrical and Electronics Engineers Inc., p. 533-540 8 p. 7752287

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

65 Scopus citations
2018

Tracing fake-news footprints: Characterizing social media messages by how they propagate

Wu, L. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 637-645 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

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

51 Scopus citations
2019

FakeNewsTracker: a tool for fake news collection, detection, and visualization

Shu, K., Mahudeswaran, D. & Liu, H., Mar 1 2019, In : Computational and Mathematical Organization Theory. 25, 1, p. 60-71 12 p.

Research output: Contribution to journalArticle

9 Scopus citations
2017

Learning homophily couplings from non-IID data for joint feature selection and noise-resilient outlier detection

Pang, G., Cao, L., Chen, L. & Liu, H., 2017, 26th International Joint Conference on Artificial Intelligence, IJCAI 2017. Sierra, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 2585-2591 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 0).

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

Open Access
14 Scopus citations
2019

Using social media to understand cyber attack behavior

Sliva, A., Shu, K. & Liu, H., Jan 1 2019, Advances in Human Factors, Business Management and Society - Proceedings of the AHFE 2018 International Conference on Human Factors, Business Management and Society, 2018. Springer Verlag, p. 636-645 10 p. (Advances in Intelligent Systems and Computing; vol. 783).

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

1 Scopus citations