About me
Sheng Hu
- I'm a specially appointed assistant professor at
SANKEN in
Osaka University.
- Email:
Ph.D (2019): Retrieval, Generation and Ranking for Large Text Data Using Index and Algorithms
Database Lab of Nagoya University, under the supervision of Prof. Chuan Xiao and sub-supervision of Prof. Yoshiharu Ishikawa.Postdoc (2019-2020): Retrieval and Generative Models for Spatial Data Mining
Database Lab of Kyoto University, with Prof. Qiang Ma and Prof. Masatoshi Yoshikawa.A.P. (2020-2024): Deep Learning and Statistical Learning on Scientific Data (Especially Chemistry)
Machine Learning Group of ICReDD (Hokudai), with Prof. Ichigaku Takigawa.
Research Interests
- Deep Learning and Reinforcement Learning on Graphs
- Bayesian Optimization
- Statistical Learning for Scientific Data
- Recommendation Systems and Database Algorithms
- Retrieval-Augmented Generation (RAG)
