Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. - Saad Sadiq; Yilin Yan; Mei-Ling Shyu; Shu-Ching Chen; Hemant Ishwaran (IRI, 2016)

Mining Anomalies in Medicare Big Data Using Patient Rule Induction Method. - Saad Sadiq; Yudong Tao; Yilin Yan; Mei-Ling Shyu (BigMM, 2017)

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 (IRI, 2017)

Efficient Imbalanced Multimedia Concept Retrieval by Deep Learning on Spark Clusters. - Yilin Yan; Min Chen 009; Saad Sadiq; Mei-Ling Shyu (Int. J. Multim. Data Eng. Manag., 2017)

Reduced Residual Nets (Red-Nets): Low Powered Adversarial Outlier Detectors. - Saad Sadiq; Marina Zmieva; Mei-Ling Shyu; Shu-Ching Chen (IRI, 2018)

Florida International University - University of Miami TRECVID 2018. - Samira Pouyanfar; Yudong Tao; Haiman Tian; Maria E. Presa Reyes; Yuexuan Tu; Yilin Yan; Tianyi Wang 003; Hector Cen Zheng; Yingxin Li; Saad Sadiq; Mei-Ling Shyu; Shu-Ching Chen; et al. (TRECVID, 2018)

Counterfactual Autoencoder for Unsupervised Semantic Learning. - Saad Sadiq; Mei-Ling Shyu; Daniel Feaster (Int. J. Multim. Data Eng. Manag., 2018)

Deep Learning Based Multimedia Data Mining for Autism Spectrum Disorder (ASD) Diagnosis. - Saad Sadiq; Micheal Castellanos; Jacquelyn Moffitt; Mei-Ling Shyu; Lynn Perry; Daniel S. Messinger (ICDM Workshops, 2019)

Unconstrained Flood Event Detection Using Adversarial Data Augmentation. - Samira Pouyanfar; Yudong Tao; Saad Sadiq; Haiman Tian; Yuexuan Tu; Tianyi Wang 003; Shu-Ching Chen; Mei-Ling Shyu (ICIP, 2019)

A Power Efficient Neural Network Implementation on Heterogeneous FPGA and GPU Devices. - Yuexuan Tu; Saad Sadiq; Yudong Tao; Mei-Ling Shyu; Shu-Ching Chen (IRI, 2019)

High Dimensional Latent Space Variational AutoEncoders for Fake News Detection. - Saad Sadiq; Nicolas Wagner; Mei-Ling Shyu; Daniel Feaster (MIPR, 2019)

A Survey on Deep Learning: Algorithms, Techniques, and Applications. - Samira Pouyanfar; Saad Sadiq; Yilin Yan; Haiman Tian; Yudong Tao; Maria E. Presa Reyes; Mei-Ling Shyu; Shu-Ching Chen; S. S. Iyengar 001 (ACM Comput. Surv., 2019)

Enabling Synergistic Knowledge Sharing and Reasoning in Large Language Models with Collaborative Multi-Agents. - Ayushman Das; Shu-Ching Chen; Mei-Ling Shyu; Saad Sadiq (CIC, 2023)