Project

Quantum Deep Q-Network Using Variational Quantum Circuits for Reinforcement Learning.

Awarded paper · EI conference

Enhancing the Performance and Speed of Quantum Support Vector Classifier via Neural Quantum Embedding and Tensor Network

Astuti, A., Li, T.-Y., See, S., & Ng, K.-L. (2025). Second International Conference on Artificial Intelligence for Medicine, Health and Care (AIxMHC), 50–53.

doi.org/10.1109/AIxMHC65380.2025.00018

Related publication · EI conference

Scalable Quantum Molecular Generation via GPU-Accelerated Tensor-Network Simulation

Xiao, Y.-C., Chang, J.-Y., Kuo, T.-L., Astuti, A., Wu, S.-C., Ng, K.-L., Wang, Y.-Y., Chen, Y.-Z., Chen, N.-Y., & Li, T.-Y. (2026). International Conference on Quantum Communications, Networking, and Computing (QCNC), 852–856. Kobe, Japan.

doi.org/10.1109/QCNC69040.2026.00140

Awarded poster

Enhancing the Performance and Speed of Quantum Support Vector Classifier via Neural Quantum Embedding and Tensor Network.

Project

Improved Quantum Image Encoding for Quantum Machine Learning with an Information Mixer.

Project

Quantum Kernel Optimization with Classical Machine Learning