3 papers
cs.CL2026
Steer Like the LLM: Activation Steering that Mimics Prompting
Geert Heyman, Frederik Vandeputte
Large language models can be steered at inference time through prompting or activation interventions, but activation steering methods often underperform compared to prompt-based ap…
cs.SE2025
Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems
Frederik Vandeputte
Generative AI (GenAI) has emerged as a transformative technology, demonstrating remarkable capabilities across diverse application domains. However, GenAI faces several major chall…
cs.SE2019
Import2vec - Learning Embeddings for Software Libraries
Bart Theeten, Frederik Vandeputte, Tom Van Cutsem
We consider the problem of developing suitable learning representations (embeddings) for library packages that capture semantic similarity among libraries. Such representations are…