Martinkus, Karolis

13 publications

ICLRW 2025 Generalizing to Any Diverse Distribution: Uniformity & Rebalancing Andreas Loukas, Karolis Martinkus, Edward Wagstaff, Kyunghyun Cho

NeurIPS 2025 Unified All-Atom Molecule Generation with Neural Fields Matthieu Kirchmeyer, Pedro O. Pinheiro, Emma Willett, Karolis Martinkus, Joseph Kleinhenz, Emily K. Makowski, Andrew Martin Watkins, Vladimir Gligorijevic, Richard Bonneau, Saeed Saremi

ICLR 2024 Efficient and Scalable Graph Generation Through Iterative Local Expansion Andreas Bergmeister, Karolis Martinkus, Nathanaël Perraudin, Roger Wattenhofer

ICLR 2024 GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks Peter Müller, Lukas Faber, Karolis Martinkus, Roger Wattenhofer

NeurIPS 2023 AbDiffuser: Full-Atom Generation of In-Vitro Functioning Antibodies Karolis Martinkus, Jan Ludwiczak, Wei-Ching Liang, Julien Lafrance-Vanasse, Isidro Hotzel, Arvind Rajpal, Yan Wu, Kyunghyun Cho, Richard Bonneau, Vladimir Gligorijevic, Andreas Loukas

ICLR 2023 Agent-Based Graph Neural Networks Karolis Martinkus, Pál András Papp, Benedikt Schesch, Roger Wattenhofer

IJCAI 2023 Automating Rigid Origami Design Jeremia Geiger, Karolis Martinkus, Oliver Richter, Roger Wattenhofer

ICMLW 2023 GraphChef: Learning the Recipe of Your Dataset Peter Müller, Lukas Faber, Karolis Martinkus, Roger Wattenhofer

NeurIPSW 2022 Agent-Based Graph Neural Networks Karolis Martinkus, Pál András Papp, Benedikt Schesch, Roger Wattenhofer

NeurIPSW 2022 Diffusion Models for Graphs Benefit from Discrete State Spaces Kilian Konstantin Haefeli, Karolis Martinkus, Nathanaël Perraudin, Roger Wattenhofer

ICML 2022 SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-Shot Graph Generators Karolis Martinkus, Andreas Loukas, Nathanaël Perraudin, Roger Wattenhofer

NeurIPS 2021 DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks Pál András Papp, Karolis Martinkus, Lukas Faber, Roger Wattenhofer

AAAI 2021 Scalable Graph Networks for Particle Simulations Karolis Martinkus, Aurélien Lucchi, Nathanaël Perraudin