Fixed-term postdoctoral appointment (12 months)
Post-Doctoral Research Visit F/M Neurosymbolic Relational Graph Neural Networks
Inria
- , Closes in 6 days
- Montbonnot-Saint-Martin, France
- Artificial Intelligence, Deep Learning and
About
Join TYREX to incorporate database schemas, constraints and rules into relational graph-neural-network message passing. The project investigates neurosymbolic aggregation and relational routes, creates annotated benchmarks, and evaluates accuracy, robustness, data efficiency and interpretability. The renewable 12-month appointment has a planned start on 1 December 2026 and gross monthly pay of EUR 2,788. Telework may be possible after six months.
Requirements
A PhD or equivalent is required. The role focuses on relational learning, graph neural networks and symbolic knowledge. Applications use Inria’s online system. Authorisation may be necessary for a restricted research area.
Topics
- TYREX, search World Wide
- database schemas, broader topic: schemas
- constraints
- rules, search World Wide
- relational graph-neural-network, broader topic: neural network
- message passing
- neurosymbolic aggregation, search World Wide
- relational routes, search World Wide
- annotated benchmarks, broader topic: benchmarks
- interpretability
Details
Location
38330 Montbonnot-Saint-Martin, France
Source: jobs.inria.fr