Scholar
Morris Yu-Chao Huang
Google Scholar ID: 1u3Kvh8AAAAJ
UNC Chapel Hill
Citations & Impact
Citations
220
H-index
3
i10-index
3
Publications
8
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Preprint (2025): 'Quantum Variational Activation Functions Empower Kolmogorov-Arnold Networks' – a framework unifying variational quantum circuits and Kolmogorov-Arnold networks
- Preprint (2024): 'QTTT' – a test-time training framework using quantum auto-encoders for data shift and circuit noise adaptation
- Preprint (2024): 'L2O-g†' – a quantum-aware learned optimizer leveraging quantum geometry and LSTM for training VQAs
- Paper accepted to ICLR 2025: 'On Statistical Rates of Conditional Diffusion Transformer: Approximation and Estimation'
- Paper accepted to ICLR’25 DeLTa Workshop: 'Statistical Foundations of Conditional Diffusion Transformers'
- Paper accepted to EMNLP 2024 Findings: 'Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization' (co-first author)
- Paper accepted to ICML 2024: 'BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model'
- Developed a co-author analyzer tool to quantify collaborative publications among researchers
Co-authors