SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data SelectionHan ShenPin-Yu Chenet al.2025ICLR 2025
Dynamic Loss-Based Sample Reweighting for Improved Large Language Model PretrainingDaouda SowHerbert Woisetschlägeret al.2025ICLR 2025
Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient ReasonsShahaf BassanRon Eliavet al.2025ICLR 2025
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language ModelsLinh TranWei Sunet al.2025ICLR 2025
SMI-TED: A large-scale foundation model for materials and chemistryEduardo Almeida SoaresEmilio Ashton Vital Brazilet al.2025ICLR 2025
SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model MergingAladin DjuheraSwanand Ravindra Kadheet al.2025ICLR 2025
When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood PerspectiveHsi-ai TsaoLei Hsiunget al.2025ICASSP 2025
Text-Guided Few-Shot Semantic Segmentation with Training-Free Multimodal Feature MatchingGuillaume ButhmannTomoya Sakaiet al.2025ICASSP 2025