Academical service

Teaching

Research Project, Project supervisor, Final year students.
CentraleSupelec, Université Paris-Saclay, 2023.

Machine Learning in Network Science, Teaching Assistant, Final year students.
CentraleSupelec, Université Paris-Saclay, 2023.

Research Project, Project supervisor, Final year students.
CentraleSupelec, Université Paris-Saclay, 2022.

Machine Learning in Network Science, Teaching Assistant, Final year students.
CentraleSupelec, Université Paris-Saclay, 2022.

Machine Learning in Network Science, Teaching Assistant, For final year students.
CentraleSupelec, Université Paris-Saclay, 2021.


Talks

Talk and Panel session ICML, Vienna (Austria), July 2024.
AI for materials discovery

Seminar Talk for the CRUNCH group of Brown University, Providence (US), January 2023.
Using ML for accelerated catalysis discovery . link video slides

Paper presentation Institut Polytechnique de Paris, (France), October 2023.
FAENet: Frame Averaging Equivariant GNNs for Materials Modeling

Paper presentation MOML Conference, Montreal (Canada), November 2023.
Crystal-GFN: sampling crystals with desirable properties and constraints

Keynote speaker at CIKM 2022 in the AIMLAI workshop, Atlanta (US), October 2022.
Explainability for Graph Neural Networks


Voluntary work

  • Co-organiser of the Learning-on-Graphs (LoG) conference 2023.
  • Organiser of local meetups in Paris about Graph Machine Learning.
  • Contributor to open source libraries (e.g. Pytorch Geometric).
  • Reviewer for ICML, NeurIPS, LoG and the Web Conference.
  • Lab representative at CVN CentraleSupelec and Inria OPIS.
  • Supervisor of one MSc intern at Mila and ENS MVA students.
  • AI for Tomorrow: write articles about AI, discuss challenges and promote beneficial usage.

Awards

  • Runner-up award in the 3 Minutes Thesis (3MT) competition with Universit ́e Paris-Saclay.
  • Mitacs Globalink Scholarship award obtained in 2022 for my work on accelerated catalysis discovery, with Prof. Yoshua Bengio, Prof. David Rolnick and Prof. Fragkiskos Malliaros.
  • SIGIR Student Travel Grant to participate in CIKM 2022 international conference in Atlanta (US).