Huan Liu

Research output

Research output per year 1988 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 389 Conference contribution
• 135 Article
• 30 Editorial
• 18 Chapter
• 33 More
  • 12 Review article
  • 7 Conference article
  • 5 Patent
  • 4 Book
  • 3 Paper
  • 1 Foreword/postscript
  • 1 Comment/debate

Research output per year

Research output per year

Search results

• Conference contribution

  #metoo through the lens of social media

  Manikonda, L., Beigi, G., Kambhampati, S. & Liu, H., 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 proceeding › Conference contribution

  • Social Media 100%
  • Lens 70%
  • Lenses 56%
  • Movement 55%
  • Engagement 43%
  23 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 proceeding › Conference contribution

  Open Access

  • Ideation 100%
  • Twitter 84%
  • Homophily 27%
  • Adverse Drug Reactions 27%
  • Networks and Graphs 26%
  48 Scopus citations

• '1+1>2': Merging distance and density based clustering

  Dash, M., Liu, H. & Xu, X., 2001, Proceedings - 7th International Conference on Database Systems for Advanced Applications, DASFAA 2001. Institute of Electrical and Electronics Engineers Inc., p. 32-39 8 p. 916361. (Proceedings - 7th International Conference on Database Systems for Advanced Applications, DASFAA 2001).

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

  • Merging 100%
  • Clustering algorithms 92%
  • Data mining 56%
  55 Scopus citations

• 10 bits of surprise: Detecting malicious users with minimum information

  Zafarani, R. & Liu, H., Oct 17 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 423-431 9 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

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

  • Surprise 100%
  • Limited Information 62%
  • Methodology 20%
  • Countermeasures 13%
  • Join 12%
  27 Scopus citations

• 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 proceeding › Conference contribution

  Open Access

  • Prediction 100%
  • Shortage 68%
  • News 68%
  • shortage 55%
  • Domain Knowledge 49%
  4 Scopus citations

• A balanced ensemble approach to weighting classifiers for text classification

  Fung, G. P. C., Yu, J. X., Wang, H., Cheung, D. W. & Liu, H., 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. p. 869-873 5 p. 4053118. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Classifiers 100%
  19 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 proceeding › Conference contribution

  • Internet of Things 100%
  • Internet of things 72%
  • Decision Support 55%
  • Internet 53%
  • decision 41%
  1 Scopus citations

• A behavior analytics approach to identifying tweets from crisis regions

  Kumar, S., Hu, X. & Liu, H., 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 255-260 6 p. (HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media).

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

  • Disasters 100%
  26 Scopus citations

• Acclimatizing taxonomic semantics for hierarchical content classification

  Tang, L., Zhang, J. & Liu, H., 2006, KDD 2006: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 384-393 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2006).

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

  • Semantics 100%
  • Taxonomies 92%
  • Toys 36%
  • Experiments 10%
  27 Scopus citations

• A Comparative Survey: Benchmarking for Pool-based Active Learning

  Zhan, X., Liu, H., Li, Q. & Chan, A. B., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 4679-4686 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

  • Problem-Based Learning 100%
  • Benchmarking 90%
  • Labels 29%
  • Machine learning 25%
  • Learning algorithms 14%
  23 Scopus citations

• Active feature selection using classes

  Liu, H., Yu, L., Dash, M. & Motoda, H., 2003, Advances in Knowledge Discovery and Data Mining. Wang, K-Y., Jeon, J., Shim, K. & Srivastava, J. (eds.). Springer Verlag, p. 474-485 12 p. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); vol. 2637).

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

  • Feature Selection 100%
  • Feature extraction 57%
  • Sampling 34%
  • Random Sampling 29%
  • Class 22%
  16 Scopus citations

• Active learning with ensembles for image classification

  Liu, H., Mandvikar, A., Foschi, P. & Torkkola, K., 2003, IJCAI International Joint Conference on Artificial Intelligence. p. 1435-1436 2 p.

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

  • Problem-Based Learning 100%
  • Image classification 92%
  • Classifiers 61%
  • Labeled data 50%
  2 Scopus citations

• ActNeT: Active learning for networked texts in microblogging

  Hu, X., Tang, J., 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. 306-314 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

  • Active Learning 100%
  • Problem-Based Learning 72%
  • Text 59%
  • Supervised Learning 36%
  • Supervised learning 26%
  16 Scopus citations

• ActNeT: Active learning for networked texts in microblogging

  Hu, X., Tang, J., Gao, H. & Liu, H., 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 306-314 9 p.

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

  • Active Learning 100%
  • Problem-Based Learning 72%
  • Text 59%
  • Supervised Learning 36%
  • Supervised learning 26%

• Adaptive distance metrie learning for clustering

  Ye, J., Zhao, Z. & Liu, H., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270128. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

  • Distance education 100%
  • Learning algorithms 66%
  • Unsupervised learning 45%
  • Labels 34%
  • Set theory 25%
  104 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 proceeding › Conference contribution

  Open Access

  • Social Relations 100%
  • Experimental Analysis 27%
  • Recommender Systems 27%
  • Network Topology 26%
  • Information Networks 24%
  108 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. (Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017).

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

  • Spamming 100%
  • Costs 24%
  27 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 proceeding › Conference contribution

  Open Access

  • Feature extraction 100%
  • Sociology 61%
  • Macros 39%
  • Topology 29%
  26 Scopus citations

• 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

  • Feature extraction 100%
  • Set theory 16%
  41 Scopus citations

• A distributed hierarchical clustering system for web mining

  Wen, C. W., Liu, H., Wen, W. X. & Zheng, J., 2001, Advances in Web-Age Information Management - 2nd International Conference, WAIM 2001, Proceedings. Wang, X. S., Yu, G. & Lu, H. (eds.). Springer Verlag, p. 103-113 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2118).

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

  • Web Mining 100%
  • Hierarchical Clustering 76%
  • Hierarchical clustering 63%
  • Binary trees 33%
  • Neural networks 32%
  12 Scopus citations

• 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. (Proceedings - 2015 IEEE 16th International Conference on Information Reuse and Integration, IRI 2015).

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

  • Feature Selection 100%
  • Singular value decomposition 63%
  • Clustering 56%
  • Feature extraction 47%
  • Singular Value Decomposition 21%

• A low cost polymer based piezo-actuated micropump for drug delivery system

  Liu, H., Tay, A. A. O., Wan, S. Y. M. & Lim, G. C., 2004, 2004 NSTI Nanotechnology Conference and Trade Show - NSTI Nanotech 2004. Laudon, M. & Romanowicz, B. (eds.). p. 251-254 4 p. (2004 NSTI Nanotechnology Conference and Trade Show - NSTI Nanotech 2004; vol. 1).

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

  • Drug Delivery Systems 100%
  • Precision engineering 50%
  • Polymers 49%
  • Polycarbonates 41%
  • Micromachining 41%
  4 Scopus citations

• Am i more similar to my followers or followees? Analyzing homophily effect in directed social networks

  Abbasi, M. A., Zafarani, R., Tang, J. & Liu, H., 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 200-205 6 p. (HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media).

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

• A monotonic measure for optimal feature selection

  Liu, H., Motoda, H. & Dash, M., 1998, Machine Learning: ECML-1998 - 10th European Conference on Machine Learning, Proceedings. Nédellec, C. & Rouveirol, C. (eds.). Springer Verlag, p. 101-106 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1398).

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

  • Feature Selection 100%
  • Monotonic 73%
  • Feature extraction 57%
  • Exhaustive Search 49%
  • Experiments 26%
  50 Scopus citations

• 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 efficient privacy preserving location based service system

  Zhao, X., Gao, H., Li, L., Liu, H. & Xue, G., Feb 9 2014, 2014 IEEE Global Communications Conference, GLOBECOM 2014. Institute of Electrical and Electronics Engineers Inc., p. 576-581 6 p. 7036869. (2014 IEEE Global Communications Conference, GLOBECOM 2014).

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

  • Location based services 100%
  • privacy 70%
  • Servers 24%
  • simulation 7%
  • efficiency 6%
  4 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. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 533-540 8 p. 7752287. (Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016).

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

  • social media 100%
  • Arsenals 63%
  • VIP 35%
  • twitter 31%
  • popularity 27%
  134 Scopus citations

• A new fabric of reconfigurable fft processor for high-speed and low-cost system

  Liu, H., Pan, W. & Lin, S. S., Dec 29 2008, Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC. p. 3525-3529 5 p. 4621014. (Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC; vol. 6).

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

  • Fast Fourier transforms 100%
  • Intellectual property core 66%
  • Field programmable gate arrays (FPGA) 42%
  • Costs 39%
  • Clocks 22%
  5 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

  • Genes 100%
  • Microarrays 11%
  • Statistical Models 9%
  • Ontology 8%
  14 Scopus citations

• A novel approach to model generation for heterogeneous data classification

  Jin, R. & Liu, H., 2005, IJCAI International Joint Conference on Artificial Intelligence. p. 746-751 6 p.

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

  • Image classification 100%
  • Learning systems 95%
  3 Scopus citations

• A novel measure for coherence in statistical topic models

  Morstatter, F. & Liu, H., 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 proceeding › Conference contribution

  Open Access

  • coherence 100%
  • Statistical Models 97%
  • Text Corpus 70%
  • Reproducibility 70%
  • Crowdsourcing 62%
  8 Scopus citations

• A novel symbolic aggregate approximation for time series

  Yu, Y., Zhu, Y., Wan, D., Liu, H. & Zhao, Q., 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 proceeding › Conference contribution

  • Time series 100%
  • Data mining 9%
  16 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 proceeding › Conference contribution

  • Repository 100%
  • Machine Learning 77%
  • Causal Inference 76%
  • Learning 64%
  • Big data 63%
  2 Scopus citations

• 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

• 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

  • Social Network Analysis 100%
  • Crime 77%
  • Electric network analysis 65%
  • Social Web 43%
  • Use Case 28%
  13 Scopus citations

• 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. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).

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

  • Rape 100%
  • rape 92%
  • sexual violence 27%
  • Natural Language Processing (NLP) 26%
  • social media 24%
  6 Scopus citations

• A Study on Mental Health Discussion through Reddit

  Kamarudin, N. S., Beigi, G. & Liu, H., Aug 2021, Proceedings - 2021 International Conference on Software Engineering and Computer Systems and 4th International Conference on Computational Science and Information Management, ICSECS-ICOCSIM 2021. Institute of Electrical and Electronics Engineers Inc., p. 637-643 7 p. (Proceedings - 2021 International Conference on Software Engineering and Computer Systems and 4th International Conference on Computational Science and Information Management, ICSECS-ICOCSIM 2021).

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

  • Community Mental Health 100%
  • Mental Health 75%
  • Health 60%
  • Sentiment 41%
  • Linguistics 38%
  2 Scopus citations

• A tool for assisting provenance search in social media

  Ranganath, S., Gundecha, P. & Liu, H., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 2517-2520 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Social Media 100%
  • Propagation 65%
  • Explosion 16%
  • Twitter 16%
  • Social Networks 16%
  9 Scopus citations

• A tool for collecting provenance data in social media

  Gundecha, P., Ranganath, S., Feng, Z. & Liu, H., 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. 1462-1465 4 p. 2487713. (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

  • Education 100%
  22 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 proceeding › Conference contribution

  • Dynamic Environment 100%
  • Node 77%
  • Perturbation Theory 19%
  • Leverage 18%
  • Fading 15%
  254 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 proceeding › Conference contribution

  • Social Networks 100%
  • Node 88%
  • Network Structure 62%
  • Clustering 56%
  • Prediction 50%
  73 Scopus citations

• A Two-tier Shared Embedding Method for Review-based Recommender Systems

  Yang, Z., Liu, J., Li, T., Wu, D., Yang, S. & Liu, H., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2928-2938 11 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  Open Access

  • Recommender Systems 100%
  • Homophily 87%
  • Multiple Use 12%
  • Individual Preferences 10%
  • Resources 6%

• Be more with less: Hypergraph attention networks for inductive text classification

  Ding, K., Wang, J., Li, J., Li, D. & Liu, H., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4927-4936 10 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

  • Text Classification 100%
  • Hypergraph 56%
  • Natural Language 37%
  • Large Data Sets 35%
  • Expressive Power 34%
  94 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 proceeding › Conference contribution

  • Ecosystems 100%
  • Costs 35%
  • Experiments 33%
  381 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 proceeding › Conference contribution

  Open Access

  • Graph 100%
  • Methodology 53%
  • Document Classification 38%
  • Information Visualization 31%
  • Information Retrieval 27%
  5 Scopus citations

• Bias analysis in text classification for highly skewed data

  Tang, L. & Liu, H., 2005, Proceedings - Fifth IEEE International Conference on Data Mining, ICDM 2005. p. 781-784 4 p. 1565781. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Feature extraction 100%
  • Classifiers 61%
  • Decision trees 42%
  • Support vector machines 34%
  • Experiments 15%
  36 Scopus citations

• Bias Mitigation for Toxicity Detection via Sequential Decisions

  Cheng, L., Mosallanezhad, A., Silva, Y. N., Hall, D. L. & Liu, H., Jul 6 2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1750-1760 11 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  • Toxicity 100%
  • Social sciences 35%
  • Markov processes 29%
  • Machine learning 20%
  • Decision making 20%
  5 Scopus citations

• 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 proceeding › Conference contribution

  • Appropriate Technology 100%
  • Google Scholar 85%
  • Knowledge Discovery 79%
  • Microsoft 69%
  • Graph 58%

• BioLog: A browser based collaboration and resource navigation assistant for BioMedical researchers

  Singh, P., Bhimavarapu, R., Davulcu, H., Baral, C., Kim, S., Liu, H., Bittner, M. & Ramakrishnan, I. V., 2005, Lecture Notes in Bioinformatics (Subseries of Lecture Notes in Computer Science). Ludascher, B. & Raschid, L. (eds.). Vol. 3615. p. 19-30 12 p.

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

  • Navigation 100%
  • Collaboration 94%
  • Data Mining 92%
  • Resources 70%
  • Sphere 64%

• 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

  • Genes 100%
  • Dynamic analysis 94%
  • Statistical Models 58%
  • Gene expression 57%
  • Transcriptome 48%
  2 Scopus citations