Publications

960 results for Trustworthy AI

Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior
- - Anming Gu
  - Edward Chien
  - 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
A transfer learning framework for weak to strong generalization
- - Seamus Somerstep
  - Felipe Maia Polo
  - et al.
- 2025
- ICLR 2025
Conference paper
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
- - Han Shen
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025
Conference paper
JUSTICE OR PREJUDICE? QUANTIFYING BIASES IN LLM-AS-A-JUDGE
- - Jiayi Ye
  - Yanbo Wang
  - et al.
- 2025
- ICLR 2025
Conference paper
Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- - Shahaf Bassan
  - Ron Eliav
  - et al.
- 2025
- ICLR 2025
Conference paper
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
Conference paper
REFINE: Inversion-Free Backdoor Defense via Model Reprogramming
- - Yukun Chen
  - Shuo Shao
  - et al.
- 2025
- ICLR 2025
Conference paper
Shedding Light on Time Series Classification using Interpretability Gated Networks
- - Yunshi Wen
  - Tengfei Ma
  - et al.
- 2025
- ICLR 2025
Conference paper
Large Language Models can Become Strong Self-Detoxifiers
- - Irene Ko
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025
Conference paper