| 2024 | QCE | Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation. | Shamminuj Aktar, Andreas Brtschi, Diane Oyen, Stephan J. Eidenbenz, Abdel-Hameed A. Badawy |
| 2023 | QCE | Predicting Expressibility of Parameterized Quantum Circuits Using Graph Neural Network. | Shamminuj Aktar, Andreas Brtschi, Abdel-Hameed A. Badawy, Diane Oyen, Stephan J. Eidenbenz |
| 2022 | AAAI | Segmenting Technical Drawing Figures in US Patents. | Md Reshad Ul Hoque, Xin Wei, Muntabir Hasan Choudhury, Kehinde Ajayi, Martin Gryder, Jian Wu, Diane Oyen |
| 2022 | ACSSC | Spectroscopynet: Learning to Pre-Process Spectroscopy Signals Without Clean Data. | Juan Castorena, Diane Oyen |
| 2022 | ECCV | Abstract Images Have Different Levels of Retrievability Per Reverse Image Search Engine. | Shawn M. Jones, Diane Oyen |
| 2022 | WACV | DeepPatent: Large scale patent drawing recognition and retrieval. | Michal Kucer, Diane Oyen, Juan Castorena, Jian Wu |
| 2021 | AAAI | Recognizing Figure Labels in Patents. | Ming Gong, Xin Wei, Diane Oyen, Jian Wu, Martin Gryder, Liping Yang |
| 2020 | CVPR | Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning. | Manish Bhattarai, Diane Oyen, Juan Castorena, Liping Yang, Brendt Wohlberg |
| 2020 | CVPR | Learning Spatial Relationships between Samples of Patent Image Shapes. | Juan Castorena, Manish Bhattarai, Diane Oyen |
| 2019 | CVPR | A Novel Algorithm for Skeleton Extraction From Images Using Topological Graph Analysis. | Liping Yang, Diane Oyen, Brendt Wohlberg |
| 2019 | SDM | Learning Diverse Gaussian Graphical Models and Interpreting Edges. | Roozbeh Yousefzadeh, Diane Oyen, Nina Lanza |
| 2016 | AAAI | Bayesian Networks with Prior Knowledge for Malware Phylogenetics. | Diane Oyen, Blake Anderson, Christine M. Anderson-Cook |
| 2015 | ISMM | Learning Watershed Cuts Energy Functions. | Reid B. Porter, Diane Oyen, Beate G. Zimmer |
| 2013 | ICDM | Bayesian Discovery of Multiple Bayesian Networks via Transfer Learning. | Diane Oyen, Terran Lane |
| 2012 | AAAI | Leveraging Domain Knowledge in Multitask Bayesian Network Structure Learning. | Diane Oyen, Terran Lane |
| 2011 | ICDM | Active Learning of Transfer Relationships for Multiple Related Bayesian Network Structures. | Diane Oyen |