Publications

823 results for Trustworthy AI

AutoPeptideML 2: An open source library for democratizing machine learning for peptide bioactivity prediction
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2025
- ISMB 2025
DOES YOUR MODEL UNDERSTAND GENES? A MODALITY-AGNOSTIC BENCHMARK OF GENE PROPERTIES
- - Yoav Kan-Tor
  - Michael Morris Danziger
  - et al.
- 2025
- ISMB 2025
ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
- - Alec Helbling
  - Tuna Meral
  - et al.
- 2025
- ICML 2025
Position: Theory of Mind Benchmarks are Broken for Large Language Models
- - Matthew Riemer
  - Zahra Ashktorab
  - et al.
- 2025
- ICML 2025
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
- - Mateo Espinosa Zarlenga
  - Gabriele Dominici
  - et al.
- 2025
- ICML 2025
SPRI: Aligning Large Language Models with Context-Situated Principles
- - Hongli Zhan
  - Muneeza Azmat
  - et al.
- 2025
- ICML 2025
A Unified Framework for Generative AI Safety
- - Pin-Yu Chen
- 2025
- ICML 2025
MAD-MAX: Modular And Diverse Malicious AttackMiXtures for Automated LLM Red Teaming
- - Stefan Schoepf
  - Muhammad Zaid Hameed
  - et al.
- 2025
- ICML 2025
Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings
- - Jenny Yijian Huang
  - Yunyi Shen
  - et al.
- 2025
- ICML 2025
Noisy But Forgotten: LLM Unlearning are Robust against Perturbed Data in the Wild
- - Changsheng Wang
  - Yihua Zhang
  - et al.
- 2025
- ICML 2025