NeurIPS 2025 Workshop on
Socially Responsible and Trustworthy Foundation Models (ResponsibleFM)
🌐 https://responsible-fm.github.io/
Towards ethical, trustworthy, and socially beneficial foundation models
NeurIPS 2025 Workshop · Hybird Mode (Virtual and Hilton Mexico City Reforma)

Invited Speakers (Tentative)

Yoshua Bengio
Yoshua Bengio
Université de Montréal · Mila
Kush R. Varshney
Kush R. Varshney
IBM Research
Diyi Yang
Diyi Yang
Stanford University
Himabindu Lakkaraju
Himabindu Lakkaraju
Harvard University
Aylin Caliskan
Aylin Caliskan
University of Washington
Sanmi Koyejo
Sanmi Koyejo
Stanford University

Advising Committee

Dawn Song
Dawn Song
University of California, Berkeley
Yejin Choi
Yejin Choi
Stanford · NVIDIA
Mohit Bansal
Mohit Bansal
UNC Chapel Hill
Robert Nowak
Robert Nowak
University of Wisconsin–Madison

Organizers

Canyu Chen
Canyu Chen
Northwestern
Yue Huang
Yue Huang
Notre Dame
Zheyuan Liu
Zheyuan Liu
Notre Dame
Yilun Zhao
Yilun Zhao
Yale
Zhaorun Chen
Zhaorun Chen
UChicago
Haoyue Bai
Haoyue Bai
UW–Madison
Xuandong Zhao
Xuandong Zhao
UC Berkeley
Yiyou Sun
Yiyou Sun
UC Berkeley
Juanyuan Hong
Junyuan Hong
MGH · Harvard Medical School
Xuefeng Du
Xuefeng Du
NTU
Jindong Gu
Jindong Gu
Google DeepMind · Oxford
Arman Cohan
Arman Cohan
Yale
Xiangliang Zhang
Xiangliang Zhang
Notre Dame
Manling Li
Manling Li
Northwestern

Submission Guidelines

🗓️ Submission: Nov 3 | ✅ Notification: Nov 7 | 📝 Camera-ready: Nov 23
We will select one Best Paper and one Outstanding Paper.
Submission Scope (Not Limited to)
  • Foundations: fairness, safety, truthfulness, privacy, explainability, robustness, cultural awareness; rigorous evaluation protocols
  • Techniques: bias mitigation, knowledge editing, continual learning, machine unlearning
  • Safety & Security: watermarking/provenance, adversarial & jailbreak defenses, red teaming
  • Applications & Impact: healthcare, education, policy, social welfare, environment; risk management in high-stakes settings
  • Data & Benchmarks: diverse, comprehensive fairness/robustness/privacy benchmarks/data/model cards
  • Governance: insights from social sciences, philosophy, law, and policy; compliance, auditability, regulation, participatory governance