Demo Data from VLDB 2026 / reviewers in the wild / expert
Lukas Koller
dblp:311/4891
· DBLP profile ↗
3ranked-venue papers
0as first author
3since 2021 · last 2025
—ORCID · conflict
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 2 · 2 since 2021Graphics, computer vision, multimedia, augmented reality and games · 2 · 2 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Artificial intelligence
1 paper |
Planning, search and constraint satisfaction · 50% Knowledge representation and reasoning · 50% | |
| Theoretical computer science
1 paper |
Automated reasoning and model checking · 100% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Knowledge, reasoning and agents › Knowledge representation and reasoning › logic in computer science › logical foundations
formal semantics |
0.6 | 1 | 2022 | Formal Semantics and Formally Verified Validation for Temporal Planning · AAAI 2022 |
Knowledge, reasoning and agents › Planning, search and constraint satisfaction
temporal planning |
0.6 | 1 | 2022 | Formal Semantics and Formally Verified Validation for Temporal Planning · AAAI 2022 |
Automated reasoning and model checking › theorem proving
interactive theorem proving |
0.6 | 1 | 2022 | Formal Semantics and Formally Verified Validation for Temporal Planning · AAAI 2022 |
Methods — techniques the papers use, named apart from their topics
formal verification · 1.1Isabelle/HOL · 1.1
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals
Andreas Mazur, Henning Peters, André Artelt, Lukas Koller, Christoph Hartmann 0003, Ansgar Trächtler, Barbara Hammer |
ICANN (4) | 4 |
| 2023 | MixUp-MIL: Novel Data Augmentation for Multiple Instance Learning and a Study on Thyroid Cancer Diagnosis
Michael Gadermayr, Lukas Koller, Maximilian Ernst Tschuchnig, Lea Maria Stangassinger, Christina Kreutzer, Sebastien Couillard-Despres, Gertie Janneke Oostingh, Anton Hittmair |
MICCAI (6) | 2 |
| 2022 | Formal Semantics and Formally Verified Validation for Temporal PlanningabstractWe present a simple and concise semantics for temporal planning. Our semantics are developed and formalised in the logic of the interactive theorem prover Isabelle/HOL. We derive from those semantics a validation algorithm for temporal planning and show, using a formal proof in Isabelle/HOL, that this validation algorithm implements our semantics. We experimentally evaluate our verified validation algorithm and show that it is practical. Mohammad Abdulaziz, Lukas Koller |
AAAI | 2 |