| 2017 | IRI | AAFA: Associative Affinity Factor Analysis for Bot Detection and Stance Classification in Twitter. | Saad Sadiq, Yilin Yan, Asia Taylor, Mei-Ling Shyu, Shu-Ching Chen, Daniel Feaster |
| 2016 | IRI | Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. | Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran |
| 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 | IRI | A Classifier Ensemble Framework for Multimedia Big Data Classification. | Yilin Yan, Qiusha Zhu, Mei-Ling Shyu, Shu-Ching Chen |
| 2016 | ISM | Enhancing Rare Class Mining in Multimedia Big Data by Concept Correlation. | Yilin Yan, Mei-Ling Shyu |
| 2015 | AVSS | PLSA-based sparse representation for vehicle color classification. | Ssu-Ying Wang, Jun-Wei Hsieh, Yilin Yan, Li-Chih Chen, Duan-Yu Chen |
| 2015 | ISM | Deep Learning for Imbalanced Multimedia Data Classification. | Yilin Yan, Min Chen, Mei-Ling Shyu, Shu-Ching Chen |
| 2014 | APNOMS | A dynamic taint tracking based method to detect sensitive information leaking. | Weiming Li, Yilin Yan, Hao Tu, Jia Xu |
| 2014 | ICPR | PLSA-Based Sparse Representation for Object Classification. | Yilin Yan, Jun-Wei Hsieh, Hui-Fen Chiang, Shyi-Chyi Cheng, Duan-Yu Chen |
| 2014 | IRI | Utilizing concept correlations for effective imbalanced data classification. | Yilin Yan, Yang Liu, Mei-Ling Shyu, Min Chen |