Publications

954 results for Trustworthy AI

Scaling Laws in Model Fine-tuning for Audio DeepFake Detection
- - Xiang Li
  - Pin-Yu Chen
  - et al.
- 2026
- ICML 2026
Conference paper
Position: Agentic Systems Should be General
- - Elron Bandel
  - Asaf Yehudai
  - et al.
- 2026
- ICML 2026
Conference paper
Learn more about our Trustworthy AI work
ProbeLLM: Automating Principled Diagnosis of LLM Failures
- - Yue Huang
  - Zhengzhe Jiang
  - et al.
- 2026
- ICML 2026
Conference paper
PPDL: LLM-Based Flows as Probabilistic Programs
- - Louis Mandel
  - Guillaume Baudart
  - et al.
- 2026
- ICML 2026
Conference paper
The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
- - Rongzhe Wei
  - Peizhi Niu
  - et al.
- 2026
- ICML 2026
Conference paper
Computational Safety for Generative AI: A Hypothesis Testing Perspective
- - Pin-Yu Chen
- 2026
- ICML 2026
Workshop paper
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data
- - Ofir Arviv
  - Kristjan Greenewald
  - et al.
- 2026
- ACL 2026
Conference paper
FactCorrector : A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models
- - Javier Carnerero Cano
  - Massimiliano Pronesti
  - et al.
- 2026
- ACL 2026
Conference paper
Multi-component Causal Tracing in Large Language Models
- - Zirui Yan
  - Dennis Wei
  - et al.
- 2026
- ACL 2026
Conference paper
A Survey on Evaluation of LLM-based Agents
- - Asaf Yehudai
  - Lilach Edelstein
  - et al.
- 2026
- ACL 2026
Paper