AI for Science paper collection

September 24, 2025 · View on GitHub

This is a new initiative by AI for Science Community to collect papers from AI conference published in AI for Science areas and categorize them by subjects, years, venues and keywords, etc.

Each .csv file contains the correponding list of each year. Currently, the paper list is labelled by keys of Title, Conference, Type, Application, MLTech, OpenReviewLink. One could visulalize the list directly on this GitHub repo or by pandas.

Covered venues

1. International Conference on Machine Learning (ICML)

ICML 2025: Total 209/3339
ICML 2024: Total 31/2640
ICML 2023: Total 57/1908
ICML 2022: Total 35/1237
ICML 2021: Total 13/1189
ICML 2020: Total 11/1087

2. Annual Conference on Neural Information Processing Systems (NeurIPS)

NeurIPS 2024: Total 171/4538
NeurIPS 2023: Total 98/3584
NeurIPS 2022: Total 69/2911
NeurIPS 2021: Total 37/2342
NeurIPS 2020: Total 26/1909

3. International Conference on Learning Representations (ICLR)

ICLR 2025: Total 175/3827
ICLR 2024: Total 69/2321
ICLR 2023: Total 52/1590
ICLR 2022: Total 42/1103
ICLR 2021: Total 24/868
ICLR 2020: Total 16/695

Contribution guideline

We are gradually adding the results from past top conferences and welcome volunteers to contribute to this page! You could contribute to this page by creating a PR on (1) updating a current .csv (2) contributing a new .csv for an uncovered conference/year

If you want to join the team, please contact Lixue Cheng.