| 2024 | COMSNETS | A Survey of Classical and Quantum Sequence Models. | I-Chi Chen, Harshdeep Singh, V. L. Anukruti, Brian Quanz, Kavitha Yogaraj |
| 2023 | KDD | Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting. | Arindam Jati, Vijay Ekambaram, Shaonli Pal, Brian Quanz, Wesley M. Gifford, Pavithra Harsha, Stuart Siegel, Sumanta Mukherjee, Chandra Narayanaswami |
| 2022 | IJCAI | Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning. | Celia Cintas, Payel Das, Brian Quanz, Girmaw Abebe Tadesse, Skyler Speakman, Pin-Yu Chen |
| 2021 | AAAI | Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting. | Nam Nguyen, Brian Quanz |
| 2020 | IJCAI | Toward a neuro-inspired creative decoder. | Payel Das, Brian Quanz, Pin-Yu Chen, Jae-wook Ahn, Dhruv Shah |
| 2012 | CIKM | CoNet: feature generation for multi-view semi-supervised learning with partially observed views. | Brian Quanz, Jun Huan |
| 2012 | ICDM | When Additional Views are Not Free: Active View Completion for Multi-view Semi-Supervised Learning. | Brian Quanz, Jun Huan |
| 2011 | ICDE | Knowledge transfer with low-quality data: A feature extraction issue. | Brian Quanz, Jun Huan, Meenakshi Mishra |
| 2010 | CIKM | Regularization and feature selection for networked features. | Hongliang Fei, Brian Quanz, Jun Huan |
| 2009 | CIKM | Large margin transductive transfer learning. | Brian Quanz, Jun Huan |
| 2009 | ICCCN | Anomaly Detection with Sensor Data for Distributed Security. | Brian Quanz, Hongliang Fei, Jun Huan, Joseph B. Evans, Victor Frost, Gary J. Minden, Daniel D. Deavours, Leon S. Searl, Daniel DePardo, Martin Kuehnhausen, Daniel Fokum, Matt Zeets, Angela Oguna |
| 2009 | ICDM | GLSVM: Integrating Structured Feature Selection and Large Margin Classification. | Hongliang Fei, Brian Quanz, Jun Huan |
| 2009 | SDM | Aligned Graph Classification with Regularized Logistic Regression. | Brian Quanz, Jun Huan |
| 2008 | CIKM | Biological pathways as features for microarray data classification. | Brian Quanz, Meeyoung Park, Jun Huan |