Publications

810 results for Trustworthy AI

SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
- - Han Shen
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025
Large Language Models can Become Strong Self-Detoxifiers
- - Irene Ko
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
- - Linh Tran
  - Wei Sun
  - et al.
- 2025
- ICLR 2025
A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2025
- ICLR 2025
Rationalization Models for Text-to-SQL
- - Gaetano Rossiello
  - Nhan Pham
  - et al.
- 2025
- ICLR 2025
Out-of-Distribution Detection using Synthetic Data Generation
- - Momin Abbas
  - Muneeza Azmat
  - et al.
- 2025
- ICLR 2025
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
VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
- - Chia-yi Hsu
  - Jia You Chen
  - et al.
- 2025
- ICASSP 2025
Towards Unbiased Evaluation of Time-series Anomaly Detector
- - Debarpan Bhattacharyya
  - Sumanta Mukherjee
  - et al.
- 2025
- ICASSP 2025
Contextual Value Alignment
- - Kush Varshney
  - Miao Liu
  - et al.
- 2025
- ICASSP 2025