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Personal profile

Education/Academic qualification

PHD, University of Southern California

… → 1989

MS, University of Southern California

… → 1985

BS, Shanghai Jiaotong University

… → 1983

Fingerprint Dive into the research topics where Huan Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Research Output

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

  • Feature selection for hierarchical classification via joint semantic and structural information of labels

    Huang, H. & Liu, H., May 11 2020, In : Knowledge-Based Systems. 195, 105655.

    Research output: Contribution to journalArticle

  • Learning individual causal effects from networked observational data

    Guo, R., Li, J. & 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. 232-240 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
  • 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
  • Social science-guided feature engineering: A novel approach to signed link analysis

    Beigi, G., Tang, J. & Liu, H., Jan 9 2020, In : ACM Transactions on Intelligent Systems and Technology. 11, 1, A11.

    Research output: Contribution to journalArticle

    Open Access
  • Projects