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  • Huan Liu

#metoo through the lens of social media

Manikonda, L., Beigi, G., Kambhampati, S. & Liu, H., Jan 1 2018, Social, Cultural, and Behavioral Modeling - 11th International Conference, SBP-BRiMS 2018, Proceedings. Bisgin, H., Thomson, R., Hyder, A. & Dancy, C. (eds.). Springer Verlag, p. 104-110 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10899 LNCS).

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

7 Scopus citations

#suicidal - A multipronged approach to identify and explore suicidal ideation in twitter

Sinha, P. P., Mahata, D., Mishra, R., Shah, R. R., Sawhney, R. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 941-950 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

5 sources of clickbaits you should know! Using synthetic clickbaits to improve prediction and distinguish between bot-generated and human-written headlines

Le, T., Shu, K., Molina, M. D., Lee, D., Shyam Sundar, S. & 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. 33-40 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

1 Scopus citations

Abductive causal reasoning for internet of things

Raglin, A., Venkateswaran, A. & Liu, H., Aug 2019, Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 1866-1869 4 p. 9060242. (Proceedings - 2019 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People and Smart City Innovation, SmartWorld/UIC/ATC/SCALCOM/IOP/SCI 2019).

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

Academic Team Formulation Based on Liebig's Barrel: Discovery of Anticask Effect

Yu, S., Xia, F. & Liu, H., Oct 2019, In : IEEE Transactions on Computational Social Systems. 6, 5, p. 1083-1094 12 p., 8736490.

Research output: Contribution to journalArticle

4 Scopus citations

Adaptive implicit friends identification over heterogeneous network for social recommendation

Yu, J., Gao, M., Li, J., Yin, H. & 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. 357-366 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

12 Scopus citations

Adaptive spammer detection with sparse group modeling

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. 319-326 8 p.

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

18 Scopus citations

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

6 Scopus citations

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

68 Scopus citations

A novel measure for coherence in statistical topic models

Morstatter, F. & Liu, H., Jan 1 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers. Association for Computational Linguistics (ACL), p. 543-548 6 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers).

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

Open Access
6 Scopus citations

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

An overview of sentiment analysis in social media and its applications in disaster relief

Beigi, G., Hu, X., Maciejewski, R. & Liu, H., 2016, Studies in Computational Intelligence. Springer Verlag, Vol. 639. p. 313-340 28 p. (Studies in Computational Intelligence; vol. 639).

Research output: Chapter in Book/Report/Conference proceedingChapter

49 Scopus citations

A practical data repository for causal learning with big data

Cheng, L., Guo, R., Moraffah, R., Candan, K. S., Raglin, A. & Liu, H., 2020, Benchmarking, Measuring, and Optimizing - 2nd BenchCouncil International Symposium, Bench 2019, Revised Selected Papers. Gao, W., Zhan, J., Fox, G., Lu, X. & Stanzione, D. (eds.). Springer, p. 234-248 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12093 LNCS).

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

A study of reddit-user's response to rape

Kamarudin, N. S., Rakesh, V., Beigi, G., Manikouda, L. & Liu, H., 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. 591-592 2 p. 8508855

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

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

Attributed network embedding for learning in a dynamic environment

Li, J., Dani, H., Hu, X., Tang, J., Chang, Y. & Liu, H., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 387-396 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

77 Scopus citations

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

Beyond news contents: The role of social context for fake news detection

Shu, K., Wang, S. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 312-320 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

24 Scopus citations

Beyond word2vec: Distance-graph tensor factorization for word and document embeddings

Wang, S., Aggarwal, C. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1041-1050 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

Bigscholar'17 chairs' welcome

Xia, F., King, I., Liu, H. & Wang, K., Jan 1 2019, In : 26th International World Wide Web Conference 2017, WWW 2017 Companion. p. 1197-1198 2 p.

Research output: Contribution to journalEditorial

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

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

Bridge enhanced signed directed network embedding

Chen, Y., Qian, T., Liu, H. & Sun, K., 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. 773-782 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

1 Scopus citations

Causal learning in question quality improvement

Li, Y., Guo, R., Wang, W. & Liu, H., 2020, Benchmarking, Measuring, and Optimizing - 2nd BenchCouncil International Symposium, Bench 2019, Revised Selected Papers. Gao, W., Zhan, J., Fox, G., Lu, X. & Stanzione, D. (eds.). Springer, p. 204-214 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12093 LNCS).

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

Challenges of Feature Selection for Big Data Analytics

Li, J. & Liu, H., Mar 1 2017, In : IEEE Intelligent Systems. 32, 2, p. 9-15 7 p., 7887649.

Research output: Contribution to journalArticle

65 Scopus citations

CLARE: A joint approach to label classification and tag recommendation

Wang, Y., Wang, S., Tang, J., Qi, G., Liu, H. & Li, B., 2017, 31st AAAI Conference on Artificial Intelligence, AAAI 2017. AAAI press, p. 210-216 7 p.

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

19 Scopus citations

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

Collaborative filtering via different preference structures

Liu, S., Pang, N., Xu, G. & Liu, H., 2017, Knowledge Science, Engineering and Management - 10th International Conference, KSEM 2017, Proceedings. Zhang, Z., Ge, Y., Jin, Z., Li, G. & Blumenstein, M. (eds.). Springer Verlag, p. 309-321 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10412 LNAI).

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

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

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

Debunking rumors in social networks: A timely approach

Wu, L. & Liu, H., Jun 26 2019, WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science. Association for Computing Machinery, Inc, p. 323-331 9 p. (WebSci 2019 - Proceedings of the 11th ACM Conference on Web Science).

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

Open Access

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
14 Scopus citations

Deep Headline Generation for Clickbait Detection

Shu, K., Wang, S., Le, T., Lee, D. & Liu, H., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 467-476 10 p. 8594871. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

9 Scopus citations

Deep reinforcement learning-based text anonymization against private-attribute inference

Mosallanezhad, A., Beigi, G. & Liu, H., 2020, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 2360-2369 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

dEFEND: A system for explainable fake news detection

Cui, L., Shu, K., Wang, S., Lee, D. & Liu, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2961-2964 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

1 Scopus citations

Defend: Explainable fake news detection

Shu, K., Cui, L., Wang, S., Lee, D. & 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. 395-405 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

4 Scopus citations

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

Detecting Fake News with Weak Social Supervision

Shu, K., Awadallah, A. H., Dumais, S. & Liu, H., 2020, (Accepted/In press) In : IEEE Intelligent Systems.

Research output: Contribution to journalArticle

Detecting pattern anomalies in hydrological time series withweighted probabilistic suffix trees

Yu, Y., Wan, D., Zhao, Q. & Liu, H., May 1 2020, In : Water (Switzerland). 12, 5, 1464.

Research output: Contribution to journalArticle

Open Access

Directed dynamical influence is more detectable with noise

Jiang, J. J., Huang, Z. G., Huang, L., Liu, H. & Lai, Y-C., Apr 12 2016, In : Scientific reports. 6, 24088.

Research output: Contribution to journalArticle

12 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

Early Detection of Rumours on Twitter via Stance Transfer Learning

Tian, L., Zhang, X., Wang, Y. & Liu, H., 2020, Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Springer, p. 575-588 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12035 LNCS).

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

Open Access

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

1 Scopus citations

Exploiting emojis for sarcasm detection

Subramanian, J., Sridharan, V., Shu, K. & 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. 70-80 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

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

Exploiting emotion on reviews for recommender systems

Meng, X., Wang, S., Liu, H. & Zhang, Y., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3788-3795 8 p.

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

9 Scopus citations

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

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

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

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