Scholar
Jun Qi
Google Scholar ID: 7oZpnlkAAAAJ
Georgia Institute of Technology
Citations & Impact
Citations
1,949
H-index
18
i10-index
22
Publications
20
Co-authors
0
Contact
Publications
Resume (English only)
Background
- Currently a Research Assistant Professor in the Department of Computer Science at Hong Kong Baptist University.
- Research focuses on Quantum Machine Learning, spanning three main directions:
- 1. Variational Quantum Computing: Integrating machine learning theory with tensor network methods to enhance scalability, trainability, and noise resilience in quantum systems;
- 2. Quantum-Enhanced Machine Learning: Developing parameter-efficient fine-tuning strategies for large language models inspired by quantum principles and tensor networks;
- 3. Quantum Error Correction: Designing AI-driven error-correcting codes for quantum noise mitigation and fault tolerance.
- This interdisciplinary approach bridges quantum physics and modern machine learning to transform computational paradigms in both quantum and classical domains.
Co-authors