Publikationen

Ingo Friese; Jochen Klaffer; Mandy Galkow-Schneider; Sergiy Melnyk; Qiuheng Zhou; Hans Dieter Schotten (Hrsg.)

Over-the-Top Resource Broker System for Split Computing

ITG-Fachtagung (ITG), 29th ITG-Fachtagung, May 20-21, Osnabrück, Germany, ISBN 978-3-8007-6530-0, VDE, 2025.

Anh-Tien Nguyen; Ho Minh Duy Nguyen; Nghiem Tuong Diep; Trung Nguyen; Daniel Sonntag; Nhat Ho; Jacqueline Michelle Metsch; Miriam Cindy Maurer; Hanibal Bohnenberger; Anne-Christin Hauschild

MGPATH: A Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot Whole Slide Pathology Classification

In: Transactions on Machine Learning Research (TMLR), Vol. Online, Pages 1-22, 2835-8856, 2025.

Ho Minh Duy Nguyen; Nghiem T. Diep; Trung Nguyen; Hoang-Bao Le; Tai Nguyen; Tien Nguyen; TrungTin Nguyen; Nhat Ho; Pengtao Xie; Roger Wattenhofer; James Zou; Daniel Sonntag; Mathias Niepert

ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models

In: The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS). Neural Information Processing Systems (NeurIPS-2025), December 2-12, USA, Advances in Neural Information Processing Systems, 12/2025.

Daniel Büttner; Dirk Schöttke; Stephan Schäfer; Sönke Knoch; Daniel Porta; Tim Schwartz; Claudette Ocando Röhricht; Aaron Zielstorff; Andreas Bayha

Bridging the Qualification Gap for the Asset Administration Shell: A Modular and Role-Based Learning Framework

In: 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE International Conference on Emerging Technologies and Factory Automation (ETFA-2025), September 9-12, Porto, Portugal, Pages 1-8, IEEE, 10/2025.

Van Long Nguyen; Shaza Zeitouni; Carsten Binnig; Zsolt István

Reflex: Speeding Up SMPC Query Execution through Efficient and Flexible Intermediate Result Size Trimming

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2503.20932, Pages 1-15, arXiv, 2025.

Roman Heinrich; Manisha Luthra; Johannes Wehrstein; Harald Kornmayer; Carsten Binnig

How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2502.01229, Pages 1-27, arXiv, 2025.

Pratyush Agnihotri; Carsten Binnig

Demonstrating PDSP-Bench: A Benchmarking System for Parallel and Distributed Stream Processing

In: Volker Markl; Joseph M. Hellerstein; Azza Abouzied (Hrsg.). Companion of the 2025 International Conference on Management of Data, SIGMOD/PODS 2025, Berlin, Germany, June 22-27, 2025. ACM SIGMOD International Conference on Management of Data (SIGMOD), Pages 7-10, ACM, 2025.

Johannes Wehrstein; Tiemo Bang; Roman Heinrich; Carsten Binnig

GRACEFUL: A Learned Cost Estimator for UDFs

In: 41st IEEE International Conference on Data Engineering, ICDE 2025, Hong Kong, May 19-23, 2025. IEEE International Conference on Data Engineering (ICDE), Pages 2450-2463, IEEE, 2025.

Adrian Lutsch; Muhammad El-Hindi; Matthias Heinrich; Daniel Ritter; Zsolt István; Carsten Binnig

Benchmarking Analytical Query Processing in Intel SGXv2

In: Alkis Simitsis; Bettina Kemme; Anna Queralt; Oscar Romero; Petar Jovanovic (Hrsg.). Proceedings 28th International Conference on Extending Database Technology, EDBT 2025, Barcelona, Spain, March 25-28, 2025. International Conference on Extending Database Technology (EDBT), Pages 516-528, OpenProceedings.org, 2025.

Jigao Luo; Nils Boeschen; Tobias Ziegler; Carsten Binnig

An Evaluation of NVMe-over-Fabrics for Disaggregated Databases over Fast Networks

In: Meike Klettke; Ralf Schenkel; Andreas Henrich; Daniela Nicklas; Maximilian E. Schüle; Klaus Meyer-Wegener (Hrsg.). Datenbanksysteme für Business, Technologie und Web (BTW 2025), 21. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 03.-07, März 2025, Bamberg, Germany, Proceedings. GI-Fachtagungen (BTW), Pages 113-125, LNI, Vol. P-361, Gesellschaft für Informatik e.V. 2025.