NeurIPS 2025 Workshop RegML Submissions

Differentially Private Adaptation of Diffusion Models via Noisy Aggregated Embeddings
Pura Peetathawatchai, Wei-Ning Chen, Berivan Isik, Sanmi Koyejo, Albert No
- Published: 23 Sept 2025, Last Modified: 09 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Specifying Computational Compliance for AI: Blueprint for a New Research Domain
Bill Marino, Nicholas D. Lane
- Published: 23 Sept 2025, Last Modified: 22 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Regulating the Agency of LLM-based Agents
Seán Boddy, Joshua Joseph
- Published: 23 Sept 2025, Last Modified: 09 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Refining Inverse Constitutional AI for Dataset Validation under the EU AI Act
Carl-Leander Henneking, Claas Beger
- Published: 23 Sept 2025, Last Modified: 09 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
A Framework for the Categorisation of General-Purpose AI Models under the EU AI Act
Lorenzo Pacchiardi, John Burden, Fernando Martínez-Plumed, Jose Hernandez-Orallo, Emilia Gomez, David Fernández-Llorca
- Published: 23 Sept 2025, Last Modified: 20 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Beware! The AI Act Can Also Apply to Your AI Research Practices
Alina Wernick, Kristof Meding
- Published: 23 Sept 2025, Last Modified: 09 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs
Will Cai, Tianneng Shi, Xuandong Zhao, Dawn Song
- Published: 23 Sept 2025, Last Modified: 21 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Interpreting and Steering LLMs with Mutual Information-based Explanations on Sparse Autoencoders
Xuansheng Wu, Jiayi Yuan, Wenlin Yao, Xiaoming Zhai, Ninghao Liu
- Published: 23 Sept 2025, Last Modified: 18 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Harmful Information Management Practices in Frontier AI Development
Carson Ezell, Ben Bucknall
- Published: 23 Sept 2025, Last Modified: 23 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
It's complicated. The relationship of algorithmic fairness and non-discrimination regulations for high-risk systems in the EU AI Act
Kristof Meding
- Published: 23 Sept 2025, Last Modified: 09 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Local Differences, Global Lessons: Insights from Organisation Policies for Legislation
Lucie-Aimée Kaffee, Pepa Atanasova, Anna Rogers
- Published: 23 Sept 2025, Last Modified: 22 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
How Data-Related AI Research can Support Technical Solutions for Regulatory Compliance
Danilo Brajovic, David A. Kreplin, Marco Huber
- Published: 23 Sept 2025, Last Modified: 23 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
From Proposals to Enactment: The Procedural Bottleneck in AI Safety Regulation
Mansur Ali Khan, Mehmet Efe Akengin, Ahmad A Rushdi
- Published: 23 Sept 2025, Last Modified: 02 Nov 2025
- RegML 2025 Poster
- Readers: Everyone
Do AI Companies Make Good on Voluntary Commitments to the White House?
Jennifer Wang, Kayla Huang, Kevin Klyman, Rishi Bommasani
- Published: 23 Sept 2025, Last Modified: 09 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Emergency Response Measures for Catastrophic Risk
James Zhang, Miles Kodama, Zongze Wu, Michael Chen, Yue Zhu, Geng Hong
- Published: 23 Sept 2025, Last Modified: 23 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Empirical Evidence for Alignment Faking in a Small LLM and Prompt-Based Mitigation Techniques
Jeanice Koorndijk
- Published: 23 Sept 2025, Last Modified: 20 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Position: Bridge the Gaps between Machine Unlearning and AI Regulation
Bill Marino, Meghdad Kurmanji, Nicholas D. Lane
- Published: 23 Sept 2025, Last Modified: 23 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
The Contribution of XAI for the Safe Development and Certification of AI: An Expert-Based Analysis
Benjamin Fresz, Vincent Philipp Göbels, Safa Omri, Danilo Brajovic, Andreas Aichele, Janika Kutz, Jens Neuhüttler, Marco Huber
- Published: 23 Sept 2025, Last Modified: 21 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Anatomy of a Machine Learning Ecosystem: 2 Million Models on Hugging Face
Hamidah Oderinwale, Benjamin Laufer, Jon Kleinberg
- Published: 23 Sept 2025, Last Modified: 01 Nov 2025
- RegML 2025 Poster
- Readers: Everyone
ENCORE: Entropy-guided Reward Composition for Multi-head Safety Reward Models
Xiaomin Li, Xupeng Chen, Jingxuan Fan, Eric Hanchen Jiang, Mingye Gao
- Published: 23 Sept 2025, Last Modified: 23 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
ValueDCG: Framework for Investigating Human Value Understanding Ability of Language Models through Discriminator-Critique Gap
Zhaowei Zhang, Fengshuo Bai, Jun Gao, Yaodong Yang
- Published: 23 Sept 2025, Last Modified: 31 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
How do data owners say no? A case study of data consent mechanisms in web-scraped vision-language AI training datasets
Chung Peng Lee, Rachel Hong, Harry H. Jiang, Aster Plotnik, William Agnew, Jamie Heather Morgenstern
- Published: 23 Sept 2025, Last Modified: 22 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
The Right to be Forgotten in Pruning: Unveil Machine Unlearning on Sparse Models
Yang Xiao, Gen Li, Jie Ji, Ruimeng Ye, Xiaolong Ma, Bo Hui
- Published: 23 Sept 2025, Last Modified: 09 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
AI, Climate, and Transparency: Operationalizing and Improving the AI Act
Nicolas Alder, Kai Ebert, Ralf Herbrich, Philipp Hacker
- Published: 23 Sept 2025, Last Modified: 23 Oct 2025
- RegML 2025 Poster
- Readers: Everyone
Military AI Cyber Agents (MAICAs) Constitute a Global Threat to Critical Infrastructure
Timothy R. Dubber, Seth Lazar
- Published: 23 Sept 2025, Last Modified: 09 Oct 2025
- RegML 2025 Poster
- Readers: Everyone