Romain Raveaux

Romain Raveaux is an Associate Professor at the LIFAT Computer Science Laboratory, University of Tours, affiliated with Polytech Tours. His research focuses on Image Analysis, Machine Learning, Structural Pattern Recognition, Graph Matching, Graph Neural Networks, Discrete Optimization, Reinforcement Learning, and Transfer Learning.

Email: romain.raveaux@gmail.com, romain.raveaux@laposte.net

Address: 64 av. Jean Portalis, Tours, France, 37200

Phone: +33 (0)2 47 36 14 27

Research Interests

• Graph Matching and Neural Networks
• Discrete Optimization for Pattern Recognition
• Transfer Learning in Graph-Based Models
• Historical Document Analysis

Scientific Trends

His recent work bridges Graph Neural Networks with Mixed-Integer Programming, focusing on Image Semantic Segmentation and Graph Cycle Detection. Earlier studies emphasize Genetic Algorithms for graph classification and Graph Edit Distance optimization in pattern recognition.