Publications

954 results for Trustworthy AI

Efficient Decoding Methods for Language Models on Encrypted Data
- - Matan Avitan
  - Moran Baruch
  - et al.
- 2025
- IJCNLP-AACL 2025
Paper
Guard-railing Geospatial Foundation Models
- - Reginald Eugene Bryant
  - Rosie Lickorish
  - et al.
- 2025
- AGU 2025
Poster
Comparison of simulated and observed methane plumes at oil and gas sites in the Permian Basin using advanced dispersion, coupled mesoscale-LES atmospheric modeling, and scientific machine learning
- - Arash Fathi
  - Joao Lucas de Sousa Almeida
  - et al.
- 2025
- AGU 2025
Poster
Advances in Emulating Earth System Models
- - Björn Lütjens
  - Kalyn Dorheim
  - et al.
- 2025
- AGU 2025
Workshop
APILOT: Improving the Security and Usability of LLM Code Suggestions via Outdated API Mitigation
- - Weiheng Bai
  - Keyang Xuan
  - et al.
- 2025
- ACSAC 2025
Conference paper
Evaluation of partitioning algorithms for trustworthy out-of-distribution evaluation of machine learning models in biochemistry
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2025
- VIBE 2025
Talk
Secure and Safe AI Agents for Big Data Infrastructures
- - Bhavya Bhavya
  - Sai Sree Laya Chukkapalli
- 2025
- Big Data 2025
Workshop
Cross-Process Defect Attribution using Potential Loss Analysis
- - Ide-San Ide
  - Kohei Miyaguchi
- 2025
- WSC 2025
Conference paper
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
- - Andrea Pugnana
  - Riccardo Massidda
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Shape it Up! Restoring LLM Safety during Finetuning
- - Shengyun Peng
  - Pin-Yu Chen
  - et al.
- 2025
- NeurIPS 2025
Conference paper