Robert Gerstenberger

Intern, SPCL, ETHZ - ETH Zurich

Joined

March 2024

Names

Robert Gerstenberger (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Intern

SPCL, ETHZ - ETH Zurich (ethz.ch)

2018 – Present

Undergrad student

Computer Science, Technische Universität Chemnitz (tu-chemnitz.de)

2004 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Demystifying Chains, Trees, and Graphs of Thoughts
Maciej Besta, Florim Memedi, Zhenyu Zhang, Robert Gerstenberger, Guangyuan Piao, Nils Blach, Piotr Nyczyk, Marcin Copik, Grzegorz Kwasniewski, Jürgen Müller, Lukas Gianinazzi, Ales Kubicek, Hubert Niewiadomski, Aidan O'Mahony, Onur Mutlu, Torsten Hoefler
- IEEE Trans. Pattern Anal. Mach. Intell. 2025
- Readers: Everyone
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
Maciej Besta, Ales Kubicek, Robert Gerstenberger, Marcin Chrapek, Roman Niggli, Patrik Okanovic, Yi Zhu, Patrick Iff, Michal Podstawski, Lucas Weitzendorf, Mingyuan chi, Joanna Gajda, Piotr Nyczyk, Juergen Mueller, Hubert Niewiadomski, Torsten Hoefler
- Submitted to ICLR 2026
- Readers: Everyone
Affordable AI Assistants with Knowledge Graph of Thoughts
Maciej Besta, Lorenzo Paleari, Jia Hao Andrea Jiang, Robert Gerstenberger, You Wu, Jón Gunnar Hannesson, Patrick Iff, Ales Kubicek, Piotr Nyczyk, Diana Khimey, Nils Blach, Haiqiang Zhang, Tao Zhang, Peiran MA, Grzegorz Kwasniewski, Marcin Copik, Hubert Niewiadomski, Torsten Hoefler
- Submitted to ICLR 2026
- Readers: Everyone
Psychologically Enhanced AI Agents
Maciej Besta, Shriram Chandran, Robert Gerstenberger, Mathis Lindner, Marcin Chrapek, Sebastian Hermann Martschat, Taraneh Ghandi, Patrick Iff, Hubert Niewiadomski, Piotr Nyczyk, Jürgen Müller, Torsten Hoefler
- CoRR 2025
- Readers: Everyone
Higher-Order Graph Databases
Maciej Besta, Shriram Chandran, Jakub Cudak, Patrick Iff, Marcin Copik, Robert Gerstenberger, Tomasz Szydlo, Jürgen Müller, Torsten Hoefler
- CoRR 2025
- Readers: Everyone
Affordable AI Assistants with Knowledge Graph of Thoughts
Maciej Besta, Lorenzo Paleari, Jia Hao Andrea Jiang, Robert Gerstenberger, You Wu, Patrick Iff, Ales Kubicek, Piotr Nyczyk, Diana Khimey, Jón Gunnar Hannesson, Grzegorz Kwasniewski, Marcin Copik, Hubert Niewiadomski, Torsten Hoefler
- CoRR 2025
- Readers: Everyone
Reasoning Language Models: A Blueprint
Maciej Besta, Julia Barth, Eric Schreiber, Ales Kubicek, Afonso Claudino Catarino, Robert Gerstenberger, Piotr Nyczyk, Patrick Iff, Yueling Li, Sam Houliston, Tomasz Sternal, Marcin Copik, Grzegorz Kwasniewski, Jürgen Müller, Lukasz Flis, Hannes Eberhard, Hubert Niewiadomski, Torsten Hoefler
- CoRR 2025
- Readers: Everyone
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
Maciej Besta, Ales Kubicek, Roman Niggli, Robert Gerstenberger, Lucas Weitzendorf, Mingyuan chi, Patrick Iff, Joanna Gajda, Piotr Nyczyk, Juergen Mueller, Hubert Niewiadomski, Marcin Chrapek, Michal Podstawski, Torsten Hoefler
- Submitted to ICLR 2025
- Readers: Everyone
CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks
Maciej Besta, Lorenzo Paleari, Ales Kubicek, Piotr Nyczyk, Robert Gerstenberger, Patrick Iff, Tomasz Lehmann, Hubert Niewiadomski, Torsten Hoefler
- Submitted to ICLR 2025
- Readers: Everyone
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries
Maciej Besta, Robert Gerstenberger, Emanuel Peter, Marc Fischer, Michal Podstawski, Claude Barthels, Gustavo Alonso, Torsten Hoefler
- ACM Comput. Surv. 2024
- Readers: Everyone

View all 29 publications

Co-Authors

View all 77 co-authors