My research passion

The equation \(|\)Morris\(\rangle\) = \( {\alpha} |\)AI\(\rangle\) + \( {\beta} |\)Science\(\rangle\) reflects my superposition of research passion at the intersection of AI and science. My research interests lie in following directions:

1. Developing methodologies with theoretical guarantees to ensure both optimality and practical applicability. [ICML’24, ArXiv, ArXiv]
2. Theoretical understanding of the computational and statistical properties of deep learning models. [ICLR’25]
3. Tackling interdisciplinary scientific problems from the machine learning perspective — physics-based modeling, quantum computing. [ArXiv, ArXiv]
4. Advancing domain adaptation and scientific discovery frameworks for Large Language Models. [EMNLP’24]

Feel free to reach out if you think we should collaborate!

Somewhere, something incredible is waiting to be known.
— Carl Sagan