| 2026 | KR | Extracting Verified Action Theories from Informal Specifications via Explanation-Guided Refinement. | Stylianos Loukas Vasileiou, Minh Nguyen, Tran Cao Son, Huiping Cao, Enrico Pontelli |
| 2024 | CIKM | Towards Uncertainty Quantification for Time Series Segmentation. | Erick Draayer, Huiping Cao |
| 2023 | ICMLA | Multi-Model-Based Federated Learning to Overcome Local Class Imbalance Issues. | Jiefei Liu, Huiping Cao, Abu Saleh Md Tayeen, Satyajayant Misra, Pratyay Kumar, Jayashree Harikumar |
| 2022 | EDBT | Backbone Index to Support Skyline Path Queries over Multi-cost Road Networks. | Qixu Gong, Huiping Cao |
| 2021 | CIKM | Reevaluating the Change Point Detection Problem with Segment-based Bayesian Online Detection. | Erick Draayer, Huiping Cao, Yifan Hao |
| 2021 | PAKDD | Multi-criteria and Review-Based Overall Rating Prediction. | Edgar Eduardo Ceh-Varela, Huiping Cao, Tuan M. V. Le |
| 2020 | ICDE | CSQ System: A System to Support Constrained Skyline Queries on Transportation Networks. | Qixu Gong, Jiefei Liu, Huiping Cao |
| 2020 | IJCAI | A New Attention Mechanism to Classify Multivariate Time Series. | Yifan Hao, Huiping Cao |
| 2019 | ICDE | Skyline Queries Constrained by Multi-cost Transportation Networks. | Qixu Gong, Huiping Cao, Parth Nagarkar |
| 2019 | ICWS | Recommending Packages of Multi-Criteria Items to Groups. | Edgar Eduardo Ceh-Varela, Huiping Cao |
| 2017 | ICDM | Sub-Gibbs Sampling: A New Strategy for Inferring LDA. | Chuan Hu, Huiping Cao, Qixu Gong |
| 2014 | SDM | Detecting Influence Relationships from Graphs. | Chuan Hu, Huiping Cao, Chaomin Ke |
| 2012 | SDM | Discovering Context-aware Influential Objects. | Yangpai Liu, Huiping Cao, Yifan Hao, Peng Han, Xinda Zeng |
| 2011 | CIKM | Skynets: searching for minimum trees in graphs with incomparable edge weights. | Huiping Cao, K. Seluk Candan, Maria Luisa Sapino |
| 2011 | DEXA | Approaches for Semantically Annotating and Discovering Scientific Observational Data. | Huiping Cao, Shawn Bowers, Mark P. Schildhauer |
| 2010 | CIKM | A semantic annotation framework for retrieving and analyzing observational datasets. | Shawn Bowers, Huiping Cao, Mark Schildhauer, Matthew B. Jones, Ben Leinfelder, Margaret O'Brien |
| 2010 | EDBT | Feedback-driven result ranking and query refinement for exploring semi-structured data collections. | Huiping Cao, Yan Qi, K. Seluk Candan, Maria Luisa Sapino |
| 2009 | CIKM | Exploring path query results through relevance feedback. | Huiping Cao, Yan Qi, K. Seluk Candan, Maria Luisa Sapino |
| 2009 | EDBT | AlphaSum: size-constrained table summarization using value lattices. | K. Seluk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino |
| 2008 | CIKM | Table summarization with the help of domain lattices. | K. Seluk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino |
| 2006 | ICDM | Discovery of Collocation Episodes in Spatiotemporal Data. | Huiping Cao, Nikos Mamoulis, David W. Cheung |
| 2005 | ICDM | Mining Frequent Spatio-Temporal Sequential Patterns. | Huiping Cao, Nikos Mamoulis, David W. Cheung |
| 2004 | KDD | Mining, indexing, and querying historical spatiotemporal data. | Nikos Mamoulis, Huiping Cao, George Kollios, Marios Hadjieleftheriou, Yufei Tao, David W. Cheung |
| 2004 | PAKDD | Discovering Partial Periodic Patterns in Discrete Data Sequences. | Huiping Cao, David W. Cheung, Nikos Mamoulis |