Floriano Tori

PhD student, Data Analytics Laboratory, Vrije Universiteit Brussel

Joined

May 2024

Names

Floriano Tori (Preferred)

Emails

****@vub.be (Confirmed)

Personal Links

Career & Education History

PhD student

Data Analytics Laboratory, Vrije Universiteit Brussel (vub.be)

2021 – Present

MS student

Physics & Astronomy, Vrije Universiteit Brussel (vub.be)

2019 – 2021

Undergrad student

Physics & Astronomy, Vrije Universiteit Brussel (vub.be)

2016 – 2019

Advisors, Relations & Conflicts

Coworker

Vincent Holst

2022 – Present

PhD Advisor

Vincent Ginis

2021 – Present

Coworker

Hannah Pinson

2021 – Present

Coworker

Andres Algaba

2021 – Present

Expertise

Graph Neural Networks

Present

Physics Informed Neural Networks

Present

Large Language Models

Present

Publications

Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs
Melika Mobini, Vincent Holst, Floriano Tori, Andres Algaba, Vincent Ginis
- ICLR 2026 Poster
- Readers: Everyone
How Deeply Do LLMs Internalize Human Citation Practices? A Graph-Structural and Embedding-Based Evaluation
Melika Mobini, Vincent Holst, Floriano Tori, Andres Algaba, Vincent Ginis
- ICLR-25 HAIC Workshop
- Readers: Everyone
Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias
Andres Algaba, Carmen Mazijn, Vincent Holst, Floriano Tori, Sylvia Wenmackers, Vincent Ginis
- OpenReview Archive Direct Upload
- Readers: Everyone
The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited
Floriano Tori, Vincent Holst, Vincent Ginis
- ICLR 2025 Poster
- Readers: Everyone
The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited
Floriano Tori, Vincent Holst, Vincent Ginis
- LoG 2024 Oral
- Readers: Everyone
Dataset Artefacts are the Hidden Drivers of the Declining Disruptiveness in Science
Vincent Holst, Andres Algaba, Floriano Tori, Sylvia Wenmackers, Vincent Ginis
- CoRR 2024
- Readers: Everyone

Floriano Tori

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs

How Deeply Do LLMs Internalize Human Citation Practices? A Graph-Structural and Embedding-Based Evaluation

Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias

The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited

The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited

Dataset Artefacts are the Hidden Drivers of the Declining Disruptiveness in Science

Co-Authors