| 2025 | AI | MAC: Multimodal Attentive Contrastive Learning Framework. | Habibeh Naderi, Behrouz Haji Soleimani, Stan Matwin |
| 2024 | AI | Adaptive Learning Rates for Gradient Boosting Machines. | Christopher Wang, Zheng Wang, Yunfei Ouyang, Behrouz Haji Soleimani |
| 2020 | IJCNN | Generating High-Fidelity Images with Disentangled Adversarial VAEs and Structure-Aware Loss. | Habibeh Naderi, Behrouz Haji Soleimani, Stan Matwin |
| 2019 | AAAI | Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns. | Behrouz Haji Soleimani, Stan Matwin |
| 2018 | AAAI | Spectral Word Embedding with Negative Sampling. | Behrouz Haji Soleimani, Stan Matwin |
| 2018 | AI | Dimensionality Reduction and Visualization by Doubly Kernelized Unit Ball Embedding. | Behrouz Haji Soleimani, Stan Matwin |
| 2017 | ESANN | Partition-wise Recurrent Neural Networks for Point-based AIS Trajectory Classification. | Xiang Jiang, Erico N. de Souza, Xuan Liu, Behrouz Haji Soleimani, Xiaoguang Wang, Daniel L. Silver, Stan Matwin |
| 2016 | ICMLA | Nonlinear Dimensionality Reduction by Unit Ball Embedding (UBE) and Its Application to Image Clustering. | Behrouz Haji Soleimani, Stan Matwin |
| 2015 | AI | A Density-Penalized Distance Measure for Clustering. | Behrouz Haji Soleimani, Stan Matwin, Erico N. de Souza |
| 2015 | FUSION | Anomaly detection in maritime data based on geometrical analysis of trajectories. | Behrouz Haji Soleimani, Erico N. de Souza, Casey Hilliard, Stan Matwin |
| 2010 | IROS | A Disaster Invariant Feature for localization. | Behdad Soleimani, Mohammad Hassan Zokaei Ashtiani, Behrouz Haji Soleimani, Hadi Moradi |