| 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 | Genetic Algorithm Based Deep Learning Model Selection for Visual Data Classification. | Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu |
| 2019 | IRI | Automated Neural Network Construction with Similarity Sensitive Evolutionary Algorithms. | Haiman Tian, Shu-Ching Chen, Mei-Ling Shyu, Stuart H. Rubin |
| 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 | Automatic Convolutional Neural Network Selection for Image Classification Using Genetic Algorithms. | Haiman Tian, Samira Pouyanfar, Jonathan Chen, Shu-Ching Chen, S. Sitharama Iyengar |
| 2017 | IRI | FA-MCADF: Feature Affinity Based Multiple Correspondence Analysis and Decision Fusion Framework for Disaster Information Management. | Haiman Tian, Shu-Ching Chen, Stuart H. Rubin, William K. Grefe |
| 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 |
| 2015 | WISE | Correlation-Based Deep Learning for Multimedia Semantic Concept Detection. | Hsin-Yu Ha, Yimin Yang, Samira Pouyanfar, Haiman Tian, Shu-Ching Chen |