[Call for Papers and Reviewers] NeurIPS 2026 Workshop on On-Device Intelligence (ODI)

[Shiwei Liu]

Hi Folks,

The Workshop on On-Device Intelligence: Foundation Models under Real-World Constraints (ODI), co-located with NeurIPS 2026 in Sydney, is now open for submissions.

Submission deadline: August 29, 2026, 23:59 AoE

Submission link: https://openreview.net/group?id=NeurIPS.cc/2026/Workshop/ODI

Workshop website and detailed instructions: https://odi2026.github.io/

We invite short-paper submissions on topics including, but not limited to:

- Device-Native Foundation Model Design
- Efficient Adaptation, Inference and Reasoning under Real-World Constraints
- Real-Time Multimodal and Embodied Intelligence
- Reliable, Safe, and Private Local Execution
- Benchmarks and Evaluation for Interactive Real-World Deployment

Submissions should be short papers of up to 5 pages, excluding references and the appendix. The workshop is non-archival and follows a double-blind review process.

We are also recruiting reviewers with relevant expertise in the workshop topics. If you would like to contribute as a reviewer, please complete the reviewer interest form by August 24, 2026, 23:59 AoE:

https://forms.gle/nuLgvrNMzYcTRPKy6

We look forward to your submissions and to hearing from prospective reviewers.

Regards,
Shiwei Liu
On behalf of the ODI 2026 workshop organizers