ICML

ICML 2023 received more than 6,000 submissions, and NeurIPS 2023 surpassed 13,000 submissions

ICML在2024年的投稿指南中规定作者必须对AI生成的所有内容负责，且不得使用AI生成整篇论文或大段核心内容

NeurIPS and ICML generally limit the main body of a paper to no more than 8–9 pages (excluding references), and ICLR follows a similar convention.

Conferences such as ICML and ICLR have previously revised their policies to explicitly prohibit commercial ticket transfers and require real-name verification for entry.

Some registration spots for conferences such as NeurIPS and ICML have been transferred on platforms like eBay and Twitter at several times the original price.

ICML Spotlight is an honor rating above ordinary acceptance but below Outstanding Paper, typically awarded to approximately the top 5% of accepted papers.

Historically, acceptance rates at top ML conferences have ranged between 15% and 30%

Rebuttals are extremely common at top AI and machine learning conferences such as NeurIPS, ICML, CVPR, and ACL.

PyTorch has become the most widely used framework at top AI academic conferences such as NeurIPS and ICML.

Top main conferences in the machine learning field include NeurIPS, ICML, ICLR, and CVPR, with acceptance rates typically between 15% and 30%.

ICLR's open review mechanism stands in sharp contrast to the traditional closed double-blind review systems of conferences such as ICML, NeurIPS, and AAAI.

Conferences such as ICML and ICLR have explored hybrid or distributed conference formats since the pandemic.

Platforms such as Papers With Code and reproducibility statement requirements at top conferences such as NeurIPS and ICML are driving the adoption of reproducibility standards in academia.

Major conferences such as NeurIPS and ICML hold a similar stance on preprints: posting a preprint before submission does not constitute a violation, but the submission materials themselves must not contain identity-revealing information.

After 2012, as submission volumes and influence of NeurIPS, ICML, and ICLR grew explosively, JMLR's relative standing in the CS/ML community gradually became marginalized.

ICLR focuses on representation learning and deep neural networks, and is regarded alongside NeurIPS and ICML as one of the three top conferences in the field of deep learning.

Research Scientist positions typically require a master's or doctoral degree, as well as publications at top conferences such as NeurIPS, ICML, and CVPR

Compared to top-tier conferences such as NeurIPS, ICML, and CVPR, small-to-mid-sized conferences like ACCV generate very little public discussion on platforms such as Reddit, Zhihu, and Xiaohongshu.

Top conferences such as NeurIPS and ICML have introduced reproducibility checklists requiring authors to submit code and describe experimental setups.

KDD is recognized as a top-tier conference in the field of data mining, ranked alongside ICML, NeurIPS, AAAI, and others as a Class A conference in the AI/ML domain.