Microsoft open-sources multimodal reasoning model with 15B parameters

The company mainly trained Phi-4-reasoning-vision-15B on open-source data. The data included images and text-based descriptions of the objects depicted in those images. Before it started training the ...
IEEE

Conflict Management for Multi-Level Models in Collaborative Modelling Environments

Abstract: Multi-level modelling supports multi abstraction levels and enhances reusability. Multi-view modelling enables customised view tailored to different stakeholders, thereby separating concerns ...
IEEE

Bilevel Evolutionary Multi-objective Algorithm with Multiple Lower-level Search Modes

Abstract: In bilevel optimization, the upper-level optimization problem (ULOP) requires to be solved under the constraint of the inner lower-level optimization problem (LLOP). However, it is ...
GitHub

Official Repository of "GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration".

We build a knowledge base consisting of relevant documentation and experience information. The Search Agent retrieves the most relevant entries from the knowledge base for each question. Extensive ...