Self-supervised Anomaly Detection by Self-distillation and Negative Sampling. - Nima Rafiee; Rahil Gholamipoor; Nikolas Adaloglou; Simon Jaxy; Julius Ramakers; Markus Kollmann (ICANN (4), 2022)

Pneumonia Detection With Semantic Similarity Scores. - Rahil Gholamipoor; Nima Rafiee; Markus Kollmann (ISBI, 2022)

Abnormality Detection for Medical Images Using Self-Supervision and Negative Samples. - Nima Rafiee; Rahil Gholamipoorfard; Markus Kollmann (ICBRA, 2023)

Self-Supervised Representation learning for Anomaly Detection. - Nima Rafiee (2023)

SSCL-IDS: Enhancing Generalization of Intrusion Detection with Self-Supervised Contrastive Learning. - Pegah Golchin; Nima Rafiee; Mehrdad Hajizadeh; Ahmad Khalil 002; Ralf Kundel; Ralf Steinmetz (IFIP Networking, 2024)

A Data-Driven Solution for Improving Transferability of Traffic Flow Feature Selection. - Pegah Golchin; Nima Rafiee; Ralf Kundel (IFIP Networking, 2024)

Agentic Personalized Fashion Recommendation in the Age of Generative AI: Challenges, Opportunities, and Evaluation. - Yashar Deldjoo; Nima Rafiee; Mahdyar Ravanbakhsh (CoRR, 2025)