Selin Coban

Scientist | Engineer | Illustrator

Conference Papers

2026
Proto-ML: An IDE for ML Solution Prototyping (to appear)
Selin Coban, Miguel Perez, Horst Lichter
IEEE/ACM Third IDE Workshop (IDE 2025)
2026
Knowledge Reuse in ML Prototyping: Insights from an Interview Study
Selin Coban, Patrick Chrestin, Horst Lichter
SOFTENG 2026, Venice
2026
CellFlow: A Tool For Automatic Jupyter Notebook Workflow Visualization (to appear)
Selin Coban, David Kierdorf, Çağatay Akpınar, Horst Lichter
IEEE 23rd ICSA Companion, Amsterdam
2026
An LLM-based Approach for Automatic ML Prototype Review
Selin Coban, Miguel Perez, Çağatay Akpınar, Baran Tanriverdi, Horst Lichter
IEEE SANER Companion, Limassol
2025
A Framework for the Construction of a Structured Use Case Repository
Narmeen Falak, Selin Coban, Horst Lichter
ICPEI 2025
2024
Tool-supported Development of ML Prototypes
Selin Aydin, Horst Lichter
31st APSEC, Chongqing
2024
An Automated Evaluation Approach for Jupyter Notebook Code Cell Recommender Systems
Selin Aydin, Dennis Mertens, Ouyu Xu
QuASoQ 2024, Chongqing
2023
Histree: A Tree-Based Experiment History Tracking Tool for Jupyter Notebooks
Laurens Studtmann, Selin Aydin, Horst Lichter
30th APSEC, Seoul
2023
2021
Automated Construction of Continuous Delivery Pipelines from Architecture Models
Selin Aydin, Andreas Steffens, Horst Lichter
28th APSEC, Taiwan

Proceedings (Editor)

2022
QuASoQ 2022 & SEED 2022 Joint Proceedings
Lichter, Aydin et al. (Eds.) · CEUR-WS.org
2021
SEED 2021 & QuASoQ 2021 Joint Proceedings
Gan, Ouh, Lichter, Aydin et al. (Eds.) · CEUR-WS.org
2020

Preprints & Reports

2024
A Flexible Cell Classification for ML Projects in Jupyter Notebooks
Miguel Perez, Selin Aydin, Horst Lichter · arXiv
2022
2021
2020