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Category: Best Paper

Most Influential AISTATS Papers (2025-09 Version)
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The Annual Conference on Artificial Intelligence and Statistics (AISTATS) is one of the top machine learning conferences in the world. Paper Digest Team analyzes all papers published on AISTATS in the past years, and presents the 15 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09)

To search or review papers within AISTATS related to a specific topic, please use the search by venue (AISTATS) and review by venue (AISTATS) services. To browse the most productive AISTATS authors by year ranked by #papers accepted, here are the most productive AISTATS authors grouped by year.

Most Influential ICDE Papers (2025-09 Version)
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IEEE International Conference on Data Engineering is one of the top database conferences in the world. Paper Digest Team analyzes all papers published on ICDE in the past years, and presents the 15 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09)

To search or review papers within ICDE related to a specific topic, please use the search by venue (ICDE) and review by venue (ICDE) services. To browse the most productive ICDE authors by year ranked by #papers accepted, here are the most productive ICDE authors grouped by year.

Most Influential CIKM Papers (2025-09 Version)
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The ACM Conference on Information and Knowledge Management (CIKM) is an annual computer science research conference dedicated to information management and knowledge management. Paper Digest Team analyzes all papers published on CIKM in the past years, and presents the 15 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09)

To search or review papers within CIKM related to a specific topic, please use the search by venue (CIKM) and review by venue (CIKM) services. To browse the most productive CIKM authors by year ranked by #papers accepted, here are the most productive CIKM authors grouped by year.

Most Influential ArXiv (High Energy Astrophysical Phenomena) Papers (2025-09 Version)
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The field of High Energy Astrophysical Phenomena in arXiv covers Cosmic ray production, acceleration, propagation, detection; Gamma ray astronomy and bursts, X-rays, charged particles, supernovae and other explosive phenomena, stellar remnants and accretion systems, jets, microquasars, neutron stars, pulsars, black holes. Paper Digest Team analyzes all papers published in this field in the past years, and presents up to 30 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09).

Most Influential ArXiv (Human-Computer Interaction) Papers (2025-09 Version)
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The field of Human-Computer Interaction in arXiv covers human factors, user interfaces, and collaborative computing. Roughly it includes material in ACM Subject Classes H.1.2 and all of H.5, except for H.5.1, which is more likely to have Multimedia as the primary subject area. Paper Digest Team analyzes all papers published in this field in the past years, and presents up to 30 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09).

Most Influential ArXiv (Information Theory) Papers (2025-09 Version)
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The field of Information Theory in arXiv covers theoretical and experimental aspects of information theory and coding. It includes material in ACM Subject Class E.4 and intersects with H.1.1. Paper Digest Team analyzes all papers published in this field in the past years, and presents up to 30 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09).

Most Influential ArXiv (Information Retrieval) Papers (2025-09 Version)
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The field of Information Retrieval in arXiv covers indexing, dictionaries, retrieval, content and analysis. Roughly it includes material in ACM Subject Classes H.3.0, H.3.1, H.3.2, H.3.3, and H.3.4. Paper Digest Team analyzes all papers published in this field in the past years, and presents up to 30 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09).

Most Influential ArXiv (Computation and Language) Papers (2025-09 Version)
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The field of Computation and Language in arXiv covers natural language processing. Roughly it includes material in ACM Subject Class I.2.7. Note that work on artificial languages (programming languages, logics, formal systems) that does not explicitly address natural-language issues broadly construed (natural-language processing, computational linguistics, speech, text retrieval, etc.) is not appropriate for this area. Paper Digest Team analyzes all papers published in this field in the past years, and presents up to 30 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09).

Most Influential ArXiv (Cryptography and Security) Papers (2025-09 Version)
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The field of Cryptography and Security in arXiv covers all areas of cryptography and security including authentication, public key cryptosytems, proof-carrying code, etc. Roughly it includes material in ACM Subject Classes D.4.6 and E.3. Paper Digest Team analyzes all papers published in this field in the past years, and presents up to 30 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09).

Most Influential ArXiv (Statistics Methodology) Papers (2025-09 Version)
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The field of Statistics Methodology in arXiv covers Design, Surveys, Model Selection, Multiple Testing, Multivariate Methods, Signal and Image Processing, Time Series, Smoothing, Spatial Statistics, Survival Analysis, Nonparametric and Semiparametric Methods. Paper Digest Team analyzes all papers published in this field in the past years, and presents up to 30 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2025-09).