Michal Podstawski

According to our database, Michal Podstawski authored at least 18 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Generalization Boundaries of Fine-Tuned Small Language Models for Graph Structural Inference.

Michal Podstawski

CoRR, April, 2026

Graph Property Inference in Small Language Models: Effects of Representation and Inference Strategy.

Michal Podstawski

CoRR, March, 2026

EdgeWisePersona: A Dataset for On-Device User Profiling from Natural Language Interactions.

Patryk Bartkowiak, Michal Podstawski

Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization, 2026

TinyGraphEstimator: Adapting Lightweight Language Models for Graph Structure Inference.

Michal Podstawski

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

Applying Text Embedding Models for Efficient Analysis in Labeled Property Graphs.

Michal Podstawski

CoRR, July, 2025

Face Consistency Benchmark for GenAI Video.

Michal Podstawski, Malgorzata Kudelska, Haohong Wang

CoRR, May, 2025

Addressing Character Consistency Challenges in AI Filmmaking.

Marcin Kalinski, Michal Podstawski, Krzysztof Ostrowski, Malgorzata Kudelska, Patryk Bartkowiak, Piotr Lyczko, Michal Piasecki, Thomas Visscher, Haohong Wang

Proceedings of the International Conference on Computing, Networking and Communications, 2025

Use of Graph-Based Knowledge Organization to Improve the Results of Retrieval Augmented Generation for Narrative Texts.

Michal Podstawski, Mariusz Kamola

Proceedings of the Artificial Intelligence and Soft Computing, 2025

2024

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., February, 2024

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, Jürgen Müller, Hubert Niewiadomski, Marcin Chrapek, Michal Podstawski, Torsten Hoefler

CoRR, 2024

Graph of Thoughts: Solving Elaborate Problems with Large Language Models.

Maciej Besta, Nils Blach, Ales Kubicek, Robert Gerstenberger, Michal Podstawski, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Hubert Niewiadomski, Piotr Nyczyk, Torsten Hoefler

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

GDI-RMA 0.1 Software Artifact.

Maciej Besta, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Jürgen Müller, Nils Blach, Berke Egeli, George Mitenkov, Marek T. Michalewicz, Torsten Hoefler

Dataset, June, 2023

High-Performance Graph Databases That Are Portable, Programmable, and Scale to Hundreds of Thousands of Cores.

Maciej Besta, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Jürgen Müller, Nils Blach, Berke Egeli, George Mitenkov, Wojciech Chlapek, Marek T. Michalewicz, Torsten Hoefler

CoRR, 2023

The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores.

Maciej Besta, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Nils Blach, Berke Egeli, George Mitenkov, Wojciech Chlapek, Marek T. Michalewicz, Hubert Niewiadomski, Jürgen Müller, Torsten Hoefler

Proceedings of the International Conference for High Performance Computing, 2023

2022

ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations.

Maciej Besta, Cesare Miglioli, Paolo Sylos Labini, Jakub Tetek, Patrick Iff, Raghavendra Kanakagiri, Saleh Ashkboos, Kacper Janda, Michal Podstawski, Grzegorz Kwasniewski, Niels Gleinig, Flavio Vella, Onur Mutlu, Torsten Hoefler

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Neural Graph Databases.

Maciej Besta, Patrick Iff, Florian Scheidl, Kazuki Osawa, Nikoli Dryden, Michal Podstawski, Tiancheng Chen, Torsten Hoefler

Proceedings of the Learning on Graphs Conference, 2022

2021

SeBS: a serverless benchmark suite for function-as-a-service computing.

Marcin Copik, Grzegorz Kwasniewski, Maciej Besta, Michal Podstawski, Torsten Hoefler

Proceedings of the Middleware '21: 22nd International Middleware Conference, Québec City, Canada, December 6, 2021

2017

To Push or To Pull: On Reducing Communication and Synchronization in Graph Computations.

Maciej Besta, Michal Podstawski, Linus Groner, Edgar Solomonik, Torsten Hoefler

Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017