Research Output per year
Personal profile
Education/Academic qualification
PHD, University of Southern California
… → 1989
MS, University of Southern California
… → 1985
BS, Shanghai Jiaotong University
… → 1983
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
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 proceeding › Conference 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 journal › Article
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 proceeding › Conference 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 proceeding › Conference 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 journal › Article
Open Access
Projects
III: Small: pCAR: Discovering and Leveraging Plausibly Causal (p-causal) Relationships to Understand Complex Dynamic Systems
National Science Foundation (NSF)
10/1/19 → 9/30/22
Project: Research project
BotHunter - Intelligent Analysis of Bots, their Evolution and Impact
DOD-NAVY: Office of Naval Research (ONR)
1/1/18 → 12/31/21
Project: Research project
II-New - GEARS - An Infrastructure for Energy-Efficient Big Data Research on Heterogenous and Dynamic Data
Zhao, M., Candan, K., Liu, H., Davulcu, H., Li, B., Maciejewski, R. & Ren, F.
NSF-CISE: Computer and Network Systems (CNS)
9/1/16 → 8/31/20
Project: Research project
III-Small - Discovering and Characterizing Implicit Links in Graph Data
National Science Foundation (NSF)
8/15/16 → 9/30/20
Project: Research project
CDSECollaboration Research: Datastorm: A DataEnabled System for End-to-End Disaster Planning and Response
Candan, K., Liu, H., Mirchandani, P. & Zhao, M.
National Science Foundation (NSF)
8/1/16 → 7/31/20
Project: Research project