publications

2026

1. arXiv

   

   TopoFair: Linking Topological Bias to Fairness in Link Prediction Benchmarks

   Lilian Marey, Mathilde Perez, Tiphaine Viard, and 1 more author

   2026

   Preprint

   Bib HTML

   @misc{marey2026topofair,
     title = {TopoFair: Linking Topological Bias to Fairness in Link Prediction Benchmarks},
     author = {Marey, Lilian and Perez, Mathilde and Viard, Tiphaine and Laclau, Charlotte},
     year = {2026},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2602.11802},
     note = {Preprint},
   }

2. arXiv

   

   How Predicted Links Influence Network Evolution: Disentangling Choice and Algorithmic Feedback in Dynamic Graphs

   Mathilde Perez, Raphaël Romero, Jefrey Lijffijt, and 1 more author

   2026

   Accepted at UAI 2026

   Bib HTML

   @misc{perez2026predicted,
     title = {How Predicted Links Influence Network Evolution: Disentangling Choice and Algorithmic Feedback in Dynamic Graphs},
     author = {Perez, Mathilde and Romero, Rapha{\"e}l and Lijffijt, Jefrey and Laclau, Charlotte},
     year = {2026},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2603.03945},
     note = {Accepted at UAI 2026},
   }

2025

1. DAMI

   

   SimHawNet: a modified Hawkes process for temporal network simulation

   Mathilde Perez, Raphaël Romero, Bo Kang, and 3 more authors

   Data Mining and Knowledge Discovery, 2025

   DOI Bib HTML

   @article{perez2025simhawnet,
     title = {SimHawNet: a modified Hawkes process for temporal network simulation},
     author = {Perez, Mathilde and Romero, Rapha{\"e}l and Kang, Bo and De Bie, Tijl and Lijffijt, Jefrey and Laclau, Charlotte},
     journal = {Data Mining and Knowledge Discovery},
     volume = {39},
     number = {5},
     year = {2025},
     doi = {10.1007/s10618-025-01119-1},
     url = {https://doi.org/10.1007/s10618-025-01119-1},
   }