conftrace_

Johanna Sommer

6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

ICLR (3) NIPS (2) ICML (1)

Top co-authors

Stephan Günnemann (6) Leon Hetzel (3) Tom Wollschläger (2) Niklas Kemper (1) Fabian J Theis (1) Marin Biloš (1) Jan Schuchardt (1) Tim Januschowski (1) Mohamed Amine Ketata (1) Syama Sundar Rangapuram (1)

Keywords

density estimation (1) time series forecasting (1) diffusion model (1) neural ordinary differential equation (1) drug design (1) molecular generation (1) geometric representation (1) structure-based design (1) flow modeling (1) ligand-based design (1)

Papers

Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space ICLR 2025 MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds ICLR 2025 Unified Guidance for Geometry-Conditioned Molecular Generation NIPS 2024 Expressivity and Generalization: Fragment-Biases for Molecular GNNs ICML 2024 Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness ICLR 2022 Neural Flows: Efficient Alternative to Neural ODEs NIPS 2021