Gustav Sír

19 papers A* 2A 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
"Cause" is Mechanistic Narrative within Scientific Domains: An Ordinary Language Philosophical Critique of "Causal Machine Learning".
CoRR
Vyacheslav Kungurtsev, Leonardo Christov Moore, Gustav Sír, Martin Krutsky
2025 A conf
Binarizing Physics-Inspired GNNs for Combinatorial Optimization.
ECAI
Martin Krutsky, Gustav Sír, Vyacheslav Kungurtsev, Georgios Korpas
2025 J jnl
Binarizing Physics-Inspired GNNs for Combinatorial Optimization.
CoRR
Martin Krutsky, Gustav Sír, Vyacheslav Kungurtsev, Georgios Korpas
2025 J jnl
Geometric Deep Learning for the Rubik's Cube Group.
IEEE Trans. Neural Networks Learn. Syst.
Martin Krutsky, Gustav Sír
2025 J jnl
Problems With Large Language Models for Learner Modelling: Why LLMs Alone Fall Short for Responsible Tutoring in K-12 Education.
CoRR
Danial Hooshyar, Yeongwook Yang, Gustav Sír, Tommi Kärkkäinen, Raija Hämäläinen, Mutlu Cukurova, Roger Azevedo
2025 J jnl
REDELEX: A Framework for Relational Deep Learning Exploration.
CoRR
Jakub Peleska, Gustav Sír
2025 — conf
ReDeLEx: A Framework for Relational Deep Learning Exploration.
ECML/PKDD (2)
Jakub Peleska, Gustav Sír
2025 A* conf
State Encodings for GNN-Based Lifted Planners.
AAAI
Rostislav Horcík, Gustav Sír, Vítezslav Simek, Tomás Pevný
2025 J jnl
Tabular Transformers Meet Relational Databases.
ACM Trans. Intell. Syst. Technol.
Jakub Peleska, Gustav Sír
2025 J jnl
Task-Agnostic Contrastive Pretraining for Relational Deep Learning.
CoRR
Jakub Peleska, Gustav Sír
2025 J jnl
Towards Responsible and Trustworthy Educational Data Mining: Comparing Symbolic, Sub-Symbolic, and Neural-Symbolic AI Methods.
CoRR
Danial Hooshyar, Eve Kikas, Yeongwook Yang, Gustav Sír, Raija Hämäläinen, Tommi Kärkkäinen, Roger Azevedo
2025 J jnl
Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room.
CoRR
Danial Hooshyar, Gustav Sír, Yeongwook Yang, Eve Kikas, Raija Hämäläinen, Tommi Kärkkäinen, Dragan Gasevic, Roger Azevedo
2025 J jnl
Towards responsible AI for education: Hybrid human-AI to confront the elephant in the room.
Comput. Educ. Artif. Intell.
Danial Hooshyar, Gustav Sír, Yeongwook Yang, Eve Kikas, Raija Hämäläinen, Tommi Kärkkäinen, Dragan Gasevic, Roger Azevedo
2024 J jnl
Deep Learning for Generalised Planning with Background Knowledge.
CoRR
Dillon Z. Chen, Rostislav Horcík, Gustav Sír
2024 A* conf
Expressiveness of Graph Neural Networks in Planning Domains.
ICAPS
Rostislav Horcík, Gustav Sír
2024 J jnl
Transformers Meet Relational Databases.
CoRR
Jakub Peleska, Gustav Sír
2023 — ch.
Lifted Relational Neural Networks: From Graphs to Deep Relational Learning.
Compendium of Neurosymbolic Artificial Intelligence
Gustav Sír, Filip Zelezný, Ondrej Kuzelka
2022 — book
Deep Learning with Relational Logic Representations
Gustav Sír
2020 J jnl
Beating the market with a bad predictive model.
CoRR
Ondrej Hubácek, Gustav Sír