Maciej Besta

Researcher, ETH Zurich

Joined

May 2021

Names

Maciej Besta (Preferred)

Emails

****@inf.ethz.ch (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

ETH Zurich (ethz.ch)

2021 – Present

PhD student

ETH Zurich (ethz.ch)

2013 – 2021

MS student

CERN (cern.ch)

2009 – 2012

Undergrad student

AGH University of Science and Technology, Krakow, Poland (agh.edu.pl)

2006 – 2012

Advisors, Relations & Conflicts

PhD Advisor

Torsten Hoefler

2013 – 2021

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
BLaST: High Performance Inference and Pretraining using BLock Sparse Transformers
Patrik Okanovic, Sameer Deshmukh, Grzegorz Kwasniewski, Kentaro Katayama, Takumi Honda, Maciej Besta, Torsten Hoefler
- CoRR 2025
- Readers: Everyone
Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors
Patrick Iff, Paul Bruegger, Marcin Chrapek, Maciej Besta, 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
FoldedHexaTorus: An Inter-Chiplet Interconnect Topology for Chiplet-based Systems using Organic and Glass Substrates
Patrick Iff, Maciej Besta, 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
PlaceIT: Placement-based Inter-Chiplet Interconnect Topologies
Patrick Iff, Benigna Bruggmann, Maciej Besta, Luca Benini, Torsten Hoefler
- CoRR 2025
- Readers: Everyone

View all 135 publications

Co-Authors

View all 212 co-authors