Binger Chen | HU Berlin

Dr. Binger Chen

Postdoctoral Researcher at the WBI chair (HU Berlin), led by Prof. Dr. Ulf Leser.

I received my doctoral degree in computer science from TU Berlin in 2024, under the supervision of Prof. Dr. Ziawasch Abedjan. I also have several years of industry experience as an AI engineer at Samsung Electronics and Porsche Digital. Before that, I received my M.Sc. in Astrometry from the Chinese Academy of Sciences and worked as a research assistant at its Space Debris Center. I received my B.Sc. in Physics from Wuhan University.

My research focuses on developing and optimizing data-centric LLM-based agentic workflows for practical domains such as software engineering and earth observation.

Address

HU Berlin
Institut für Informatik
Rudower Chaussee 25
12489 Berlin-Adlershof

Contact

binger.chen (at) hu-berlin.de
LinkedIn
DBLP

Publications

ECCV 2026 PDF Code: “Foundation Model Selection for Remote Sensing via a Constraint-Aware Agent”: Binger Chen, Tacettin Emre Bök, Behnood Rasti, Volker Markl, Begüm Demir. ECCV 2026.
VLDB 2026 PDF Code: “Demonstrating EarthLake: A Model Lake System for Earth Observation Foundation Model Management”: Binger Chen, Haralampos Gavriilidis, Luca Gaedicke, Tacettin Emre Bök, Matthias Boehm, Ziawasch Abedjan, Begüm Demir, Volker Markl. VLDB (Demo) 2026.
VLDB 2026 Code: “Matryoshka: Uncovering Relevant Features in Data Lakes to Enhance Machine Learning Applications”: Fedor Turchenko, Runjie Zhang, Binger Chen, Matthias Boehm, Babak Salimi, Amir Shaikhha, Ziawasch Abedjan. VLDB 2026.
BMVC 2026: “T-Time: Test-time Merging for Domain-Incremental Learning”: Lars Möllenbrok, Binger Chen, Behnood Rasti, Begüm Demir. BMVC 2026.
BiDS 2025 PDF: “Automating Earth Observation Analytics Pipelines with Agent Raven”: Gereon Dusella, Haralampos Gavriilidis, Binger Chen, Begüm Demir, Volker Markl, Eleni Tzirita Zacharatou. BiDS 2025.
BTW 2025 PDF Code: “Identifying Semantic Components for PBE-based Transformation Discovery”: Dakai Men, Binger Chen, Ziawasch Abedjan. BTW 2025.
ICSE 2024 PDF Poster: “Towards Data Augmentation for Supervised Code Translation Learning”: Binger Chen, Jacek Golebiowski, Ziawasch Abedjan. ICSE (Companion Volume) 2024.
MSR 2024 PDF Code: “Data Augmentation for Supervised Code Translation Learning”: Binger Chen, Jacek Golebiowski, Ziawasch Abedjan. MSR 2024.
ICSE 2023 PDF Code: “DuetCS: Code Style Transfer through Generation and Retrieval”: Binger Chen, Ziawasch Abedjan. ICSE 2023.
Datenbank-Spektrum 2022 PDF Code: "Data Cleaning and AutoML: Would an optimizer choose to clean?": Felix Neutatz, Binger Chen, Yazan Alkhatib, Jingwen Ye, Ziawasch Abedjan. In Proceedings of Datenbank-Spektrum. 2022.
ASE 2021 PDF Code: ”Interactive Cross-language Code Retrieval with Auto-Encoders”: Binger Chen, Ziawasch Abedjan. ASE 2021.
ICSE 2021 PDF: “RPT: Effective and Efficient Retrieval of Program Translations from Big Code”: Binger Chen, Ziawasch Abedjan. ICSE (Companion Volume) 2021.
IEEE Data Eng. Bull. 2021 PDF: "From Cleaning before ML to Cleaning for ML": Felix Neutatz, Binger Chen, Ziawasch Abedjan, Eugene Wu. IEEE Data Engineering Bulletin. 2021.
Informatik Spektrum 2020 PDF: "Data Science für alle: Grundlagen der Datenprogrammierung": Ziawasch Abedjan, Hagen Anuth, Mahdi Esmailoghli, Mohammad Mahdavi, Felix Neutatz, Binger Chen. Informatik Spektrum. 2020.
AcASn 2017 PDF: "The Platform Design of Space-based Optical Observations of Space Debris": Binger Chen, Jianning Xiong. Chinese Astronomy and Astrophysics. 2017.