Karypis, George

Item-based collaborative filtering recommendation algorithms

Sarwar, B., Karypis, G., Konstan, J., & Riedl, J. (2001) · Proceedings of the 10th international conference on World Wide Web

Recommender Systems and TechniquesAdvanced Bandit Algorithms Research

Cited by 9,135

Multivariate analysis of cell culture bioprocess data—Lactate consumption as process indicator

Le, H., Kabbur, S., Pollastrini, L., Sun, Z., Mills, K., Johnson, K., Karypis, G., & Hu, W.-S. (2012) · Journal of Biotechnology

Viral Infectious Diseases and Gene Expression in InsectsFault Detection and Control Systems

Cited by 177

GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning

Mavromatis, C., & Karypis, G. (2024) · arXiv

Topic ModelingAdvanced Graph Neural Networks

Cited by 20

TempoQR: Temporal Question Reasoning over Knowledge Graphs

Mavromatis, C., Subramanyam, P. L., Ioannidis, V. N., Adeshina, A., Howard, P. R., Grinberg, T., Hakim, N., & Karypis, G. (2022) · Proceedings of the AAAI Conference on Artificial Intelligence

Topic ModelingAdvanced Graph Neural Networks

Cited by 16

MLZero: A Multi-Agent System for End-to-end Machine Learning Automation

Fang, H., Han, B., Erickson, N., Zhang, X., Zhou, S., Dagar, A., Zhang, J., Turkmen, A. C., Hu, C., Rangwala, H., et al. (2025) · arXiv

Machine Learning and Data ClassificationSoftware Engineering Research

Cited by 4