Guan, Qiang

QuGAN: A Quantum State Fidelity based Generative Adversarial Network

Stein, S. A., Baheri, B., Chen, D., Mao, Y., Guan, Q., Li, A., Fang, B., & Xu, S. (2021) · 2021 IEEE International Conference on Quantum Computing and Engineering (QCE)

Quantum Computing Algorithms and ArchitectureGenerative Adversarial Networks and Image Synthesis

Cited by 69

QuClassi: A Hybrid Deep Neural Network Architecture based on Quantum State Fidelity

Stein, S. A., Baheri, B., Chen, D., Mao, Y., Guan, Q., Li, A., Xu, S., & Ding, C. (2021) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 41

Improved enzyme functional annotation prediction using contrastive learning with structural inference

Yang, Y., Jerger, A., Feng, S., Wang, Z., Brasfield, C., Cheung, M. S., Zucker, J., & Guan, Q. (2024) · Communications Biology

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 24

CLEAN-Contact: Contrastive Learning-enabled Enzyme Functional Annotation Prediction with Structural Inference

Guan, Q., Yang, Y., Jerger, A., Feng, S., Wang, Z., Cheung, M., & Zucker, J. (2024) · Communications Biology

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 24