| 2023 | CVPR | FRR-Net: A Real-Time Blind Face Restoration and Relighting Network. | Samira Pouyanfar, Sunando Sengupta, Mahmoud Mohammadi, Ebey Abraham, Brett Bloomquist, Lukas Dauterman, Anjali Parikh, Steve Lim, Eric Sommerlade |
| 2020 | IRI | Distributed Differentially Private Mutual Information Ranking and Its Applications. | Ankit Srivastava, Samira Pouyanfar, Joshua Allen, Ken Johnston, Qida Ma |
| 2019 | CVPR | ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. | Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen |
| 2019 | CVPR | ROADS: Randomization for Obstacle Avoidance and Driving in Simulation. | Samira Pouyanfar, Muneeb Saleem, Nikhil George, Shu-Ching Chen |
| 2019 | CVPR | Residual Attention-Based Fusion for Video Classification. | Samira Pouyanfar, Tianyi Wang, Shu-Ching Chen |
| 2019 | ICIP | Unconstrained Flood Event Detection Using Adversarial Data Augmentation. | Samira Pouyanfar, Yudong Tao, Saad Sadiq, Haiman Tian, Yuexuan Tu, Tianyi Wang, Shu-Ching Chen, Mei-Ling Shyu |
| 2019 | IRI | A Framework for Airfare Price Prediction: A Machine Learning Approach. | Tianyi Wang, Samira Pouyanfar, Haiman Tian, Yudong Tao, Miguel Alonso, Steven Luis, Shu-Ching Chen |
| 2018 | IRI | Deep Spatio-Temporal Representation Learning for Multi-Class Imbalanced Data Classification. | Samira Pouyanfar, Shu-Ching Chen, Mei-Ling Shyu |
| 2018 | IRI | Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. | Haiman Tian, Samira Pouyanfar, Jonathan Chen, Shu-Ching Chen, S. Sitharama Iyengar |
| 2016 | IRI | Semantic Concept Detection Using Weighted Discretization Multiple Correspondence Analysis for Disaster Information Management. | Samira Pouyanfar, Shu-Ching Chen |
| 2016 | IRI | A Scalable and Automatic Validation Process for Florida Public Hurricane Loss Model (Invited Paper). | Haiman Tian, Hsin-Yu Ha, Samira Pouyanfar, Yilin Yan, Sheng Guan, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid |
| 2016 | IRI | Domain Knowledge Assisted Data Processing for Florida Public Hurricane Loss Model (Invited Paper). | Yilin Yan, Samira Pouyanfar, Haiman Tian, Sheng Guan, Hsin-Yu Ha, Shu-Ching Chen, Mei-Ling Shyu, Shahid Hamid |
| 2016 | ISM | Semantic Event Detection Using Ensemble Deep Learning. | Samira Pouyanfar, Shu-Ching Chen |
| 2015 | WISE | Correlation-Based Deep Learning for Multimedia Semantic Concept Detection. | Hsin-Yu Ha, Yimin Yang, Samira Pouyanfar, Haiman Tian, Shu-Ching Chen |