I'm a PhD student at the University of Birmingham, working at the intersection of AI for Software Engineering (AI4SE) and Software Engineering for AI (SE4AI).
- π§ Self-adaptive Systems
- π Multi-fidelity Configuration Tuning
- ποΈ Fitness Landscape Analysis
- 𧬠Evolutionary Computation
- π€ Automated Machine Learning (AutoML)
Iβm exploring how intelligent algorithms can efficiently tune complex systems like databases, compilers, and servers using limited computational budgets β powered by multi-fidelity optimization and fitness landscape insights.
- Multi-fidelity Configuration Tuning
- Fitness Landscape Analysis
- Dynamic optimization under workload drift
- π Academic Homepage: https://yulong-ye.github.io/
- π§ Email: [email protected]
- I'm deeply curious about optimization and system behavior.
- I enjoy building frameworks that generalize across AI/SE domains.
- I enjoy watching π¬, listening to π΅, and exploring π₯ when I'm not debugging tuning loops!