NUS
Author in the following contributions
- Weighted Quantum Signal Processing for Kolmogorov–Arnold Networks: Efficient Activation Function Realization and Quantum Resource Bounds
- The Cost of Removing Tunability in Quantum Data Re-Uploading
- Quantum ring all-reduce: communication and privacy advantages for distributed learning
- Quantum Topological Data Encoding
- Coherent Quantum Learning: Training via Coherent Evolution
- Weighted Quantum Signal Processing: A Resource-Efficient Framework for Univariate Polynomial Approximation
- TN-SHAP-Q: Exact Multilinear Extensions of Quantum Neural Networks for Shapley Attribution of Features and Gates