AD

Postdoctoral Fellow

Aylin Demir

Online query optimization, learned databases.

About

Bio coming soon.

Publications

2026

Paper
Learned Cardinality with Distribution-Free Confidence
Jihoon Park, Aylin Demir, Sasha Volkov

ICML 2026 · 2026/04/28

2025

Paper
Adaptive Buffer Pools via Bandit Feedback
Aylin Demir, Jihoon Park, Sasha Volkov

VLDB 2025 · 2025/11/18
Paper
Online Query Plan Selection with Sublinear Regret
Aylin Demir, Sasha Volkov

SIGMOD 2025 · 2025/06/01

2024

Paper
Learned Indexes Under Distribution Shift
Jihoon Park, Aylin Demir

VLDB 2024 · 2024/10/22