Michal Podstawski

23 papers A* 1A 4Misc 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph Property Inference in Small Language Models: Effects of Representation and Inference Strategy.
CoRR
Michal Podstawski
2026 — conf
TinyGraphEstimator: Adapting Lightweight Language Models for Graph Structure Inference.
ICAART (5)
Michal Podstawski
2025 Misc conf
Addressing Character Consistency Challenges in AI Filmmaking.
ICNC
Marcin Kalinski, Michal Podstawski, Krzysztof Ostrowski, Malgorzata Kudelska, Patryk Bartkowiak, Piotr Lyczko, Michal Piasecki, Thomas Visscher, Haohong Wang
2025 J jnl
Applying Text Embedding Models for Efficient Analysis in Labeled Property Graphs.
CoRR
Michal Podstawski
2025 J jnl
EdgeWisePersona: A Dataset for On-Device User Profiling from Natural Language Interactions.
CoRR
Patryk Bartkowiak, Michal Podstawski
2025 J jnl
Face Consistency Benchmark for GenAI Video.
CoRR
Michal Podstawski, Malgorzata Kudelska, Haohong Wang
2025 J jnl
TinyGraphEstimator: Adapting Lightweight Language Models for Graph Structure Inference.
CoRR
Michal Podstawski
2025 — conf
Use of Graph-Based Knowledge Organization to Improve the Results of Retrieval Augmented Generation for Narrative Texts.
ICAISC (3)
Michal Podstawski, Mariusz Kamola
2024 J jnl
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries.
ACM Comput. Surv.
Maciej Besta, Robert Gerstenberger, Emanuel Peter, Marc Fischer, Michal Podstawski, Claude Barthels, Gustavo Alonso, Torsten Hoefler
2024 A* conf
Graph of Thoughts: Solving Elaborate Problems with Large Language Models.
AAAI
Maciej Besta, Nils Blach, Ales Kubicek, Robert Gerstenberger, Michal Podstawski, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Hubert Niewiadomski, Piotr Nyczyk, Torsten Hoefler
2024 J jnl
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs.
CoRR
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
2023 J jnl
Graph of Thoughts: Solving Elaborate Problems with Large Language Models.
CoRR
Maciej Besta, Nils Blach, Ales Kubicek, Robert Gerstenberger, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Michal Podstawski, Hubert Niewiadomski, Piotr Nyczyk, Torsten Hoefler
2023 J jnl
High-Performance Graph Databases That Are Portable, Programmable, and Scale to Hundreds of Thousands of Cores.
CoRR
Maciej Besta, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Jürgen Müller, Nils Blach, Berke Egeli, George Mitenkov, Wojciech Chlapek, Marek T. Michalewicz, Torsten Hoefler
2023 A conf
The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores.
SC
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
2022 — conf
Neural Graph Databases.
LoG
Maciej Besta, Patrick Iff, Florian Scheidl, Kazuki Osawa, Nikoli Dryden, Michal Podstawski, Tiancheng Chen, Torsten Hoefler
2022 J jnl
Neural Graph Databases.
CoRR
Maciej Besta, Patrick Iff, Florian Scheidl, Kazuki Osawa, Nikoli Dryden, Michal Podstawski, Tiancheng Chen, Torsten Hoefler
2022 A conf
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations.
SC
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
2022 J jnl
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations.
CoRR
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
2021 A conf
SeBS: a serverless benchmark suite for function-as-a-service computing.
Middleware
Marcin Copik, Grzegorz Kwasniewski, Maciej Besta, Michal Podstawski, Torsten Hoefler
2020 J jnl
SeBS: A Serverless Benchmark Suite for Function-as-a-Service Computing.
CoRR
Marcin Copik, Grzegorz Kwasniewski, Maciej Besta, Michal Podstawski, Torsten Hoefler
2020 J jnl
To Push or To Pull: On Reducing Communication and Synchronization in Graph Computations.
CoRR
Maciej Besta, Michal Podstawski, Linus Groner, Edgar Solomonik, Torsten Hoefler
2019 J jnl
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries.
CoRR
Maciej Besta, Emanuel Peter, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Claude Barthels, Gustavo Alonso, Torsten Hoefler
2017 A conf
To Push or To Pull: On Reducing Communication and Synchronization in Graph Computations.
HPDC
Maciej Besta, Michal Podstawski, Linus Groner, Edgar Solomonik, Torsten Hoefler