Publications

2027

1. 

   Validity-Preserving Hierarchical RL for Joint Routing and Switch Placement in EDA

   Dorian Gailhard, Ugo Lecerf, Enzo Tartaglione, Donatello Conte, Lirida Naviner, and Jhony H. Giraldo

   In Under review, 2027

   arXiv Bib PDF Blog Poster

   @inproceedings{gailhard2026routing,
     title = {Validity-Preserving Hierarchical RL for Joint Routing and Switch Placement in EDA},
     author = {Gailhard, Dorian and Lecerf, Ugo and Tartaglione, Enzo and Conte, Donatello and Naviner, Lirida and Giraldo, Jhony H.},
     booktitle = {Under review},
     year = {2027},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2609.39749},
   }

2026

1. 

   Feature-aware (Hyper)graph Generation via Next-Scale Prediction

   Dorian Gailhard, Enzo Tartaglione, Lirida Naviner, and Jhony H. Giraldo

   In International Conference on Machine Learning, 2026

   Bib PDF Blog Code Poster

   @inproceedings{gailhard2025fahnes,
     title = {Feature-aware (Hyper)graph Generation via Next-Scale Prediction},
     author = {Gailhard, Dorian and Tartaglione, Enzo and Naviner, Lirida and Giraldo, Jhony H.},
     booktitle = {International Conference on Machine Learning},
     year = {2026},
   }

2025

1. 

   HYGENE: A Diffusion-based Hypergraph Generation Method

   Dorian Gailhard, Enzo Tartaglione, Lirida Naviner, and Jhony H. Giraldo

   In AAAI Conference on Artificial Intelligence, 2025

   Bib PDF Blog Code Poster Slides

   @inproceedings{gailhard2025hygene,
     title = {HYGENE: A Diffusion-based Hypergraph Generation Method},
     author = {Gailhard, Dorian and Tartaglione, Enzo and Naviner, Lirida and Giraldo, Jhony H.},
     booktitle = {AAAI Conference on Artificial Intelligence},
     year = {2025},
   }