NeurIPS 2026
NeurIPS (Conference on Neural Information Processing Systems) is one of the most influential top-tier academic conferences in artificial intelligence and machine learning. Held annually, it features highly competitive paper acceptance and serves as a major academic forum for fields including deep learning and reinforcement learning.
Timeline (last 90 days)
RL-related papers accounted for a fairly high proportion of NeurIPS 2026 submissions, especially work combined with language models.
Some researchers systematically reviewed the 9094 papers of NeurIPS 2026, and the analysis results show that agents, reinforcement learning fine-tuning and small models are the three directions repeatedly mentioned.
Among the NeurIPS 2026 papers, work on model compression, knowledge distillation and quantized inference has clearly increased, and many come with reproducible code and pre-trained weights.
Among all the analyzed papers, the growth in agent-related research was the most significant.
The CL4SM (Constrained Learning for Scientific Modeling) workshop is a pre-conference event at NeurIPS 2026 in Paris, held as a track within the ELLIS UnConference.
The CL4SM workshop venue is the Palais des Congrès de Paris, just before the official opening of NeurIPS 2026.
M-plicits was accepted at NeurIPS 2026.
The paper "Parallel-in-Time Training of Recurrent Neural Networks for Dynamical Systems Reconstruction" was selected as a NeurIPS 2026 Spotlight.
NeurIPS officially expects designated authors to be physically present at the assigned location to present their work.
NeurIPS 2026 adopts a multi-location conference format, and each paper will be assigned to a specific location.
11 more timeline events
All Facts (18)
Among all the analyzed papers, the growth in agent-related research was the most significant.
50%UnverifiedAmong the NeurIPS 2026 papers, work on model compression, knowledge distillation and quantized inference has clearly increased, and many come with reproducible code and pre-trained weights.
50%UnverifiedRL-related papers accounted for a fairly high proportion of NeurIPS 2026 submissions, especially work combined with language models.
50%UnverifiedThe NeurIPS official blog states that if the designated author has already registered for a location different from the one assigned to their paper, they must cancel the registration and re-register at the designated location.
50%UnverifiedNeurIPS officially expects designated authors to be physically present at the assigned location to present their work.
50%UnverifiedThe NeurIPS registration preference form includes the option 'No presenter chosen yet'.
50%UnverifiedFor key questions such as 'whether guaranteed quotas will expire or be randomly assigned,' the most reliable approach is to contact the conference registration support email or official FAQ directly, rather than relying on community speculation.
50%UnverifiedNeurIPS 2026 adopts a multi-location conference format, and each paper will be assigned to a specific location.
50%UnverifiedThe guaranteed registration quota for NeurIPS 2026 is tied to the specific location to which the paper is assigned.
50%UnverifiedNeurIPS 2026 公布的 73 个工作坊中没有一个专门聚焦于因果推理主题
50%Unverified本文分析基于Reddit机器学习社区的单一讨论帖及NeurIPS 2026工作坊公开列表
50%UnverifiedSome researchers systematically reviewed the 9094 papers of NeurIPS 2026, and the analysis results show that agents, reinforcement learning fine-tuning and small models are the three directions repeatedly mentioned.
50%UnverifiedThe CL4SM (Constrained Learning for Scientific Modeling) workshop is a pre-conference event at NeurIPS 2026 in Paris, held as a track within the ELLIS UnConference.
50%UnverifiedThe CL4SM workshop venue is the Palais des Congrès de Paris, just before the official opening of NeurIPS 2026.
50%UnverifiedM-plicits was accepted at NeurIPS 2026.
50%UnverifiedThe paper "Parallel-in-Time Training of Recurrent Neural Networks for Dynamical Systems Reconstruction" was selected as a NeurIPS 2026 Spotlight.
50%UnverifiedNeurIPS 2026 will introduce an Automatic Reference Checker.
50%UnverifiedThe RealPDE competition is a competition under the NeurIPS 2026 framework, focusing on the solving of partial differential equations (PDEs) in scientific machine learning and alignment with real-world data.
50%