- PlanE: Representational Learning over Planar Graphs, NeurIPS 2023
- Shortest Path Networks for Graph Property Prediction, LoG 2022
- Approximate Weighted Model Integration on DNF Structures, AIJ 2022
- The Surprising Power of Graph Neural Networks with Random Node Initialization, IJCAI 2021
- BoxE: A Box Embedding Model for Knowledge Base Completion, NeurIPS 2020
Awards:
- Outstanding reviewer at ICML 2025
Research Experience
Current Position: Program Scientist at Renaissance Philanthropy (RenPhil)
Previous Positions: Worked at Learning Engineering Virtual Institute (now part of Renaissance), initially at Schmidt Futures, then at Digital Harbor Foundation
Education
D.Phil in Computer Science, 2018-2022, University of Oxford, Supervisors: Dr. İsmail İlkan Ceylan and Prof. Thomas Lukasiewicz
M.Sc. in Computer Science, 2017-2018, University of Oxford
B.E. in Computer Engineering, 2013-2017, Lebanese American University (LAU), Minor: Mathematics
Background
Research Interests: Graph Representation Learning (GRL)
Field: Computer Science
Summary: Currently a Program Scientist at Renaissance Philanthropy (RenPhil), leading the organization's AI for Math and AI for Education portfolios.