The Luxembourg-Waseda conference on Modelling and Inference for Complex Data took place from January 23-25 at the University of Luxembourg in hybrid mode. Around 100 participants registered online and in person for this event which offered a quite diversified and broad range of methods and tools to deal with complex data.