Publications

842 results for Foundation Models

SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
- - Han Shen
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025
Conference paper
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
- - Linh Tran
  - Wei Sun
  - et al.
- 2025
- ICLR 2025
Conference paper
Rationalization Models for Text-to-SQL
- - Gaetano Rossiello
  - Nhan Pham
  - et al.
- 2025
- ICLR 2025
Workshop paper
Out-of-Distribution Detection using Synthetic Data Generation
- - Momin Abbas
  - Muneeza Azmat
  - et al.
- 2025
- ICLR 2025
Workshop paper
Earth Observation Foundation Models for Region-Specific Flood Segmentation
- - Helen Tamura-Wicks
  - Geoffrey Dawson
  - et al.
- 2025
- ICLR 2025
Workshop paper
SMI-TED: A large-scale foundation model for materials and chemistry
- - Eduardo Almeida Soares
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ICLR 2025
Workshop paper
Representing surfactants by foundation models
- - Eduardo Almeida Soares
  - Zeynep Sumer
  - et al.
- 2025
- ICLR 2025
Workshop paper
A Foundation Model for Simulation-Grade Molecular Electron Densities
- - Eduardo Almeida Soares
  - Dmitry Zubarev
  - et al.
- 2025
- ICLR 2025
Workshop paper
SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging
- - Aladin Djuhera
  - Swanand Ravindra Kadhe
  - et al.
- 2025
- ICLR 2025
Workshop paper
Retention Score: Quantifying Jailbreak Risks for Vision Language Models
- - Zaitang Li
  - Pin-Yu Chen
  - et al.
- 2025
- AAAI 2025
Conference paper