Sohvi Luukkonen

Postdoc, Johannes Kepler Universität Linz

Joined

November 2023

Names

Sohvi Luukkonen (Preferred)

Emails

****@hotmail.com (Confirmed)

****@ml.jku.at (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Postdoc

Johannes Kepler Universität Linz (bioinf.jku.at)

2023 – Present

Postdoc

Leiden University (leidenuniv.nl)

2021 – 2023

PhD student

CEA (cea.fr)

2017 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MolecularIQ: Characterizing Chemical Reasoning Capabilities Through Symbolic Verification on Molecular Graphs
Christoph Bartmann, Johannes Schimunek, Mykyta Ielanskyi, Philipp Seidl, Günter Klambauer, Sohvi Luukkonen
- ICLR 2026 Poster
- Readers: Everyone
Unifying Structure- and Ligand-based Drug Design via Contrastive Geometric Learning
Lisa Schneckenreiter, Sohvi Luukkonen, Lukas Friedrich, Daniel Kuhn, Günter Klambauer
- Submitted to ICLR 2026
- Readers: Everyone
CHEMSETS: How Capable Are Chemistry LLMs?
Christoph Bartmann, Mykyta Ielanskyi, Johannes Schimunek, Philipp Seidl, Günter Klambauer, Sohvi Luukkonen
- NeurIPS 2025 2nd Workshop FM4LS Poster
- Readers: Everyone
CHEMSETS: How Capable Are Chemistry LLMs?
Christoph Bartmann, Mykyta Ielanskyi, Johannes Schimunek, Philipp Seidl, Günter Klambauer, Sohvi Luukkonen
- NeurIPS 2025 LLM Evaluation Workshop Poster
- Readers: Everyone
CHEMSETS: How Capable Are Chemistry LLMs?
Christoph Bartmann, Mykyta Ielanskyi, Johannes Schimunek, Philipp Seidl, Günter Klambauer, Sohvi Luukkonen
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
CHEMSETS: How Capable Are Chemistry LLMs?
Christoph Bartmann, Mykyta Ielanskyi, Johannes Schimunek, Philipp Seidl, Günter Klambauer, Sohvi Luukkonen
- AI4Mat-NeurIPS-2025 Poster
- Readers: Everyone
Ligand-Conditioned Binding Site Prediction Using Contrastive Geometric Learning
Lisa Schneckenreiter, Sohvi Luukkonen, Lukas Friedrich, Daniel Kuhn, Günter Klambauer
- ICLR 2025 Workshop LMRL
- Readers: Everyone
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
Niklas Schmidinger, Lisa Schneckenreiter, Philipp Seidl, Johannes Schimunek, Pieter-Jan Hoedt, Johannes Brandstetter, Andreas Mayr, Sohvi Luukkonen, Sepp Hochreiter, Günter Klambauer
- ICLR 2025 Poster
- Readers: Everyone
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
Niklas Schmidinger, Lisa Schneckenreiter, Philipp Seidl, Johannes Schimunek, Pieter-Jan Hoedt, Johannes Brandstetter, Andreas Mayr, Sohvi Luukkonen, Sepp Hochreiter, Günter Klambauer
- Neurips 2024 Workshop FM4Science Poster
- Readers: Everyone
Diverse Hits in de Novo Molecule Design: A Diversity-based Comparison of Goal-directed Generators
Philipp Renz, Sohvi Luukkonen, Günter Klambauer
- GEM Poster
- Readers: Everyone