Martinkus, Karolis

1. DIFFRACTION—Spectral Conditioning and N-Boundary Interference Modeling in Modern Runtime Systems
   2022/04/04 by Martinkus, Karolis, Nathanaël Perraudin, Loukas, Andreas +3 · 15 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Topic Modeling
2. AbDiffuser: Full-Atom Generation of in vitro Functioning Antibodies
   2023/07/28 by Karolis Martinkus, Martinkus, Karolis, Jan Ludwiczak +19 · 8 citations
   Engineering · Medicine · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Monoclonal and Polyclonal Antibodies Research #Nanofabrication and Lithography Techniques
3. DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks
   2021/11/11 by Papp, Pál András, Martinkus, Karolis, Faber, Lukas +1 · 4 citations
   #68T07 #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Efficient and Scalable Graph Generation through Iterative Local Expansion
   2023/12/14 by Andreas Bergmeister, Karolis Martinkus, Bergmeister, Andreas +5 · 6 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
5. Agent-based Graph Neural Networks
   2022/06/22 by Karolis Martinkus, Pál András Papp, Martinkus, Karolis +5 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
6. Diffusion Models for Graphs Benefit From Discrete State Spaces
   2022/10/04 by Kilian Konstantin Haefeli, Karolis Martinkus, Haefeli, Kilian Konstantin +5 · 4 citations
   Computer Science · Materials Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Social and Information Networks (cs.SI)