Lisa Schneckenreiter

PhD student, Institute of Machine Learning, JKU Linz

Joined

September 2023

Names

Lisa Schneckenreiter (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

Institute of Machine Learning, JKU Linz (ml.jku.at)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

Günter Klambauer

2023 – Present

Expertise

No areas of expertise listed

Publications

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
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
VN-EGNN: E(3)- and SE(3)-Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
Florian Sestak, Lisa Schneckenreiter, Johannes Brandstetter, Sepp Hochreiter, Andreas Mayr, Günter Klambauer
- Submitted to ICLR 2025
- 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
GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks
Lisa Schneckenreiter, Richard Freinschlag, Florian Sestak, Johannes Brandstetter, Günter Klambauer, Andreas Mayr
- PML4LRS Poster
- Readers: Everyone
GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks
Lisa Schneckenreiter, Richard Freinschlag, Florian Sestak, Johannes Brandstetter, Günter Klambauer, Andreas Mayr
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
Florian Sestak, Lisa Schneckenreiter, Sepp Hochreiter, Andreas Mayr, Günter Klambauer
- AI4D3 2023 Poster
- Readers: Everyone
VN-EGNN: Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification
Florian Sestak, Lisa Schneckenreiter, Sepp Hochreiter, Andreas Mayr, Günter Klambauer
- NeurIPS 2023 GLFrontiers Workshop Oral
- Readers: Everyone