Call For Papers 2026
Call For Papers 2026 The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS 2026) is an interdisciplinary conference that brings together researchers in deep learning, generative AI, core machine learning, neuroscience, statistics, optimization, computer vision, natural language processing, life sciences, natural sciences, social sciences, and other adjacent fields. We invite submissions presenting new and original research on topics including but not limited to the following: Computer vision Language and multimodal language models Robotics, embodied systems, and engineering AI/ML for physical sciences AI/ML for health and biotechnology AI/ML for sustainability AI/ML for social sciences AI/ML for creatives Neuroscience and cognitive science Socio-technical aspects of AI Human interaction in AI systems Decision-making, reinforcement learning, and control Generalization and multi-task learning Optimization Probabilistic methods AI and network science Data-centric aspects of AI SysML Infrastructure Theory Deep learning General machine learning: core contributions in supervised and unsupervised methods Machine learning is a rapidly evolving field, and so we welcome interdisciplinary submissions that do not fit neatly into existing categories. We also encourage in-depth analysis of existing methods that provide new insights in terms of their limitations or behavior beyond the scope of the original work. Key dates: Abstract submission deadline: May 4, 2026 (AOE). All authors must have an OpenReview profile when submitting Full paper submission deadline, including all supplementary materials: May 6, 2026 AOE Author notification: September 24, 2026 AoE Key links: Paper template : Submission link : How to choose your track (main, evaluations and datasets , position papers ): Decision Tree. Note that different tracks have different calls for papers, different submission portals, and possibly different deadlines. MainTrackHandbook , including our policies regarding reciprocal reviewing, dual submissions and LLMs: Successful Page Load NeurIPS uses cookies for essential functions only. We do not sell your personal information. Our Privacy Policy » Accept
Executive Summary
The 40th Annual Conference on Neural Information Processing Systems (NeurIPS 2026) is an interdisciplinary conference that invites submissions on various topics in artificial intelligence, machine learning, and related fields. The conference features multiple tracks with different calls for papers, submission portals, and deadlines. The call for papers emphasizes interdisciplinary research, encouraging submissions that do not fit neatly into existing categories. The conference also welcomes in-depth analysis of existing methods and their limitations. Key dates include abstract submission deadline on May 4, 2026, and full paper submission deadline on May 6, 2026.
Key Points
- ▸ NeurIPS 2026 is an interdisciplinary conference that covers various topics in AI, ML, and related fields
- ▸ The conference features multiple tracks with different calls for papers, submission portals, and deadlines
- ▸ Interdisciplinary research is encouraged, and submissions that do not fit into existing categories are welcome
Merits
Interdisciplinary Approach
The conference's interdisciplinary approach brings together researchers from various fields, fostering collaboration and innovation in AI and ML.
Flexibility in Submission
The conference's flexible submission guidelines allow researchers to submit papers that do not fit into traditional categories, promoting new ideas and perspectives.
In-Depth Analysis of Existing Methods
The conference encourages in-depth analysis of existing methods, providing new insights into their limitations and behavior beyond their original scope.
Demerits
Complex Submission Process
The conference's multiple tracks and different calls for papers, submission portals, and deadlines may create complexity and confusion for potential authors.
Limited Clarity on Submission Guidelines
The conference's submission guidelines and policies, such as reciprocal reviewing and dual submissions, may require further clarification to ensure transparency and fairness.
Expert Commentary
The NeurIPS 2026 call for papers marks an exciting development in the field of AI and ML research. By emphasizing interdisciplinary approaches and flexible submission guidelines, the conference provides a unique opportunity for researchers to collaborate and innovate. However, the complex submission process and limited clarity on submission guidelines may require careful attention to ensure transparency and fairness. As the conference's findings and research have practical and policy implications, it is essential to consider the broader context and potential applications of the research presented.
Recommendations
- ✓ Researchers should carefully review the submission guidelines and policies to ensure a smooth and successful submission process.
- ✓ Authors are encouraged to submit papers that highlight the intersection of AI and ML with other fields, such as neuroscience, social sciences, and natural sciences.
Sources
Original: NeurIPS
