Default Prediction on Commercial Credit Big Data Using Graph-based Variable Clustering. - Mallika Boyapati; Ramazan Aygun (ICSC, 2023)

An empirical analysis of image augmentation against model inversion attack in federated learning. - Seunghyeon Shin; Mallika Boyapati; Kun Suo; Kyungtae Kang; Junggab Son (Clust. Comput., 2023)

Qualitative Diagnosis of LLMs as Judges Using LevelEval. - Mallika Boyapati; Lokesh Meesala; Ramazan Aygun; Bill Franks; Hansook Choi; Sereres Riordan; Girish Modgil (ICMLA, 2024)

Semanformer: Semantics-aware Embedding Dimensionality Reduction Using Transformer-Based Models. - Mallika Boyapati; Ramazan Aygun (ICSC, 2024)

BalancerGNN: Balancer Graph Neural Networks for imbalanced datasets: A case study on fraud detection. - Mallika Boyapati; Ramazan Aygun (Neural Networks, 2025)