publications

2026

1. ICML

   

   Probing Newtonian Mechanics in Video Generative Models with Real Physical Systems

   Antonios Tragoudaras, Daniil Cherniavskii, Chenyu Zhang, Antonios Vozikis, Thijmen Nijdam, Derck W. E. Prinzhorn, Mark Bodracska, Nicu Sebe, Andrii Zadaianchuk, and Efstratios Gavves

   In International Conference on Machine Learning (ICML) , May 2026

   Bib HTML Website

   @inproceedings{MorpheusBenchmark,
     title = {Probing Newtonian Mechanics in Video Generative Models with Real Physical Systems},
     author = {Tragoudaras, Antonios and Cherniavskii, Daniil and Zhang, Chenyu and Vozikis, Antonios and Nijdam, Thijmen and Prinzhorn, Derck W. E. and Bodracska, Mark and Sebe, Nicu and Zadaianchuk, Andrii and Gavves, Efstratios},
     booktitle = {International Conference on Machine Learning (ICML)},
     year = {2026},
     month = may,
     url = {https://icml.cc/virtual/2026/poster/62609},
   }

2. 

   Autoregressive Models for Knowledge Graph Generation

   Thiviyan Thanapalasingam^*, Antonios Vozikis^*, Peter Bloem, and Paul Groth

   Feb 2026

   Bib HTML PDF

   @article{SequentialKGGeneration,
     title = {Autoregressive Models for Knowledge Graph Generation},
     author = {Thanapalasingam, Thiviyan and Vozikis, Antonios and Bloem, Peter and Groth, Paul},
     year = {2026},
     month = feb,
     url = {https://arxiv.org/abs/2602.06707},
   }

2025

1. 

   Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments

   Chenyu Zhang, Daniil Cherniavskii, Andrii Zadaianchuk, Antonios Tragoudaras, Antonios Vozikis, Thijmen Nijdam, Derck W. E. Prinzhorn, Mark Bodracska, Nicu Sebe, and Efstratios Gavves

   Apr 2025

   Bib HTML PDF

   @article{MorpheusFramework,
     title = {Morpheus: Benchmarking Physical Reasoning of Video Generative Models with Real Physical Experiments},
     author = {Zhang, Chenyu and Cherniavskii, Daniil and Zadaianchuk, Andrii and Tragoudaras, Antonios and Vozikis, Antonios and Nijdam, Thijmen and Prinzhorn, Derck W. E. and Bodracska, Mark and Sebe, Nicu and Gavves, Efstratios},
     year = {2025},
     month = apr,
     url = {https://arxiv.org/abs/2504.02918},
   }

2024

1. ICML

   

   Equivariant Diffusion for Molecule Generation in 3D using Consistency Models

   M. Sedlacek^*, A. Vozikis^*, P. Bartak, L. Cadigan, and M. Guo

   International Conference on Machine Learning (ICML), GRaM Workshop, Jul 2024

   Bib HTML

   @article{EquivariantGeneration,
     title = {Equivariant Diffusion for Molecule Generation in 3D using Consistency Models},
     author = {Sedlacek, M. and Vozikis, A. and Bartak, P. and Cadigan, L. and Guo, M.},
     journal = {International Conference on Machine Learning (ICML), GRaM Workshop},
     year = {2024},
     month = jul,
     url = {https://vozikis.github.io/blog/2024/equivariant_diffusion/},
   }