2 papers
cs.LG2026
Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs
Jinqi Luo, Jinyu Yang, Tal Neiman +5
Multimodal Large Language Models (MLLMs) have been shown to be vulnerable to malicious queries that can elicit unsafe responses. Recent work uses prompt engineering, response class…
cs.LG2026
3D-Learning: Diffusion-Augmented Distributionally Robust Decision-Focused Learning
Jiaqi Wen, Lei Fan, Jianyi Yang
Predict-then-Optimize (PTO) pipelines are widely employed in computing and networked systems, where Machine Learning (ML) models are used to predict critical contextual information…