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Research Track: Call for Papers
研究专题：征稿启事

KDD is the premier Data Science and AI conference, hosting both a Research and an Applied Data Science Track.  The conference will take place from August 9 to 13, 2026, in Jeju, Korea.  KDD has two submission cycles per year.  This call details the CFP for the first cycle and invites submissions for both the Research and the Applied Data Science Track.  An additional Datasets and Benchmarks track call will only be issued in the second cycle along with the other tracks.
KDD 是顶尖的数据科学与人工智能会议，设有研究专题和应用数据科学专题。会议将于 2026 年 8 月 9 日至 13 日在韩国济州岛举行。KDD 每年设有两个征稿周期。本次征稿详情为第一周期的征稿启事，并邀请投稿至研究专题和应用数据科学专题。数据集与基准专题的征稿启事将仅在第二周期与其他专题一同发布。

A paper should either be submitted to the Research Track or the Applied Data Science Track but not both. The important dates for the KDD 2026 First Cycle are:
论文应仅提交至研究专题或应用数据科学专题，不可同时提交。KDD 2026 第一周期的重要日期如下：

All deadlines are end-of-day in the Anywhere on Earth (AoE) time zone. 
所有截止日期均为地球上任何时区（AoE）的当天结束。

Submission Site  提交网站

We will use OpenReview to manage the submissions and reviewing. Submissions will not be made public on OpenReview during the reviewing period.
我们将使用 OpenReview 来管理提交和审稿。审稿期间，提交内容不会在 OpenReview 上公开。

All listed authors must have an up-to-date OpenReview profile. Here is information on how to create an OpenReview profile. Note OpenReview’s moderation policy for newly created profiles:
所有列出的作者都必须拥有一个最新的 OpenReview 个人资料。这里是如何创建 OpenReview 个人资料的信息。请注意新创建的个人资料需要遵守 OpenReview 的审核政策：

The OpenReview profile will be used to handle conflict of interest and paper matching.  An incomplete OpenReview profile is sufficient ground for desk rejection.  
OpenReview 个人资料将用于处理利益冲突和论文匹配。不完整的 OpenReview 个人资料足以成为拒稿的理由。

To be considered complete, each author profile must be properly attributed with the following mandatory fields: current and past institutional affiliation (going back at least 5 years), homepage, DBLP (if there is prior publication), ORCID, Advisors and Recent Publications (if any). In addition, other fields such as Google Scholar, LinkedIn, Semantic Scholar, Advisees and Other Relations should be entered wherever applicable.
要被视为完整，每位作者的资料必须正确填写以下必填字段：当前和过去的机构隶属关系（至少回溯 5 年）、主页、DBLP（如有先前的出版物）、ORCID、导师和近期出版物（如有）。此外，应根据适用情况填写其他字段，如 Google Scholar、LinkedIn、Semantic Scholar、学生和其它关系。

Abstracts and papers can be submitted through OpenReview at this link:  KDD 2026 Research Track August | OpenReview
摘要和论文可以通过此链接通过 OpenReview 提交：KDD 2026 Research Track August | OpenReview

Scope  范围

For the Research track, we invite submission of papers describing innovative research on all aspects of knowledge discovery, data science and AI, ranging from theoretical foundations to novel models and algorithms for applied problems in science, business, medicine, and engineering. Visionary papers on new and emerging topics are also welcome, as are application-oriented papers that make innovative technical contributions to research.  Topics of interest include, but are not limited to:
对于研究轨道，我们邀请提交描述知识发现、数据科学和 AI 所有方面的创新研究的论文，从理论基础到科学、商业、医学和工程中应用问题的创新模型和算法。我们也欢迎关于新和新兴主题的富有远见的论文，以及面向应用、为研究做出创新技术贡献的论文。感兴趣的主题包括但不限于：

Survey papers that seek to provide a comprehensive understanding of the current state of research on a specific topic, rather than to contribute a novel intellectual contribution, is out of scope.
旨在提供对特定主题当前研究状态的全面理解，而非贡献新颖智力贡献的调查论文不在此范围内。

Submission Guidelines  投稿指南

Deadlines. The submission deadlines are strict and no extensions, regardless of circumstances, will be allowed. Placeholder or dummy abstracts are forbidden.
截止日期。投稿截止日期严格，无论何种情况均不允许延期。禁止使用占位符或虚拟摘要。

Authorship. The ACM has an authorship policy stating who can be considered an author in a submission as well as the use of generative AI tools. Every person named as the author of a paper must have contributed substantially to the work described in the paper and/or to the writing of the paper and must take responsibility for the entire content of a paper. Any use of generative AI tools must be disclosed and elaborated in the submission form.
作者资格。ACM 有一个作者资格政策，说明谁可以被视为提交论文的作者，以及生成式 AI 工具的使用。每位被列为论文作者的必须对论文中描述的工作和/或论文的撰写做出实质性贡献，并必须对论文的全部内容负责。任何生成式 AI 工具的使用都必须在提交表格中披露和详细说明。

Maximum authorship. In the research track, the number of submissions allowed per author is limited to 7 (seven) maximum per cycle. 
最大作者数量。在研究轨道中，每位作者每周期允许提交的论文数量最多为 7 篇（七篇）。

If more than 7 papers are submitted with the same person listed as an author, the additional papers submitted after the first 7 by submission id, will be desk-rejected.
如果同一作者提交的论文超过 7 篇，则提交 ID 排序在第 7 篇之后的额外论文将被直接拒稿。

Authorship changes. The full list of author names, including the ordering, must be finalized by submission deadline. There cannot be any addition, removal, or reordering of authors after the submission deadline. The only changes allowed are the correction of spelling mistakes or new affiliation.
作者资格变更。所有作者姓名的完整列表，包括排序，必须在提交截止日期前最终确定。提交截止日期后不得增加、删除或重新排序作者。允许的唯一变更仅限于更正拼写错误或新的所属机构。

Anonymity. The review process for the research track will be double-blind.  The submitted document should omit any author names, affiliations, or other identifying information. This may include, but is not restricted to acknowledgments, self-citations, references to prior work by the author(s), and so on. Please use the third-person to refer to your own prior work. You may explicitly refer in the paper to organizations that provided datasets, hosted experiments, or deployed solutions and tools.
匿名性。研究分会的审稿过程将采用双盲评审。提交的文档应删除任何作者姓名、所属机构或其他识别信息。这包括但不限于致谢、自我引用、对作者先前工作的引用等。请使用第三人称指代您自己的先前工作。您可以在论文中明确提及提供数据集、托管实验或部署解决方案和工具的组织。

Formatting Requirements. Submissions must be in English, in double-column format, and must adhere to the ACM template and format (also available in Overleaf); Word users may use the Word Interim Template.  The recommended setting for LaTeX is:
格式要求。提交的论文必须使用英语，采用双栏格式，并遵循 ACM 模板和格式（也可在 Overleaf 获取）；Word 用户可以使用 Word 过渡模板。推荐的 LaTeX 设置是：

\documentclass[sigconf,anonymous,review]{acmart}

Submissions must be a single PDF file: 8 (eight) content pages as main paper, followed by references and an optional Appendix that has no page limits.  The Appendix can contain details on reproducibility, proofs, pseudo-code, etc. The first 8 pages should be self-contained, since reviewers are not required to read past that.  Note that different limits will apply to camera-ready (see below).
提交的论文必须是一个 PDF 文件：8（八）页正文作为主论文，随后是参考文献和一个可选的附录，附录页数不限。附录可以包含可复现性细节、证明、伪代码等。前 8 页应自成一文，因为审稿人无需阅读之后的内容。请注意，最终定稿的页数限制将有所不同（见下文）。

Originality and Concurrent Submissions. Submissions must present original work—this means that papers under review at or published/accepted to any peer-reviewed conference/journal with published proceedings cannot be submitted. Submissions that have been previously presented orally, as posters or abstracts-only, or in non-archival venues with no formal proceedings, including workshops or PhD symposia without proceedings, are allowed. Authors may submit anonymized work that is already available as a preprint (e.g., on arXiv or SSRN) without citing it. The ACM has a strict policy against plagiarism, misrepresentation, and falsification that applies to all publications.
原创性与同时投稿。投稿必须展示原创性工作——这意味着正在审稿或已发表/录用于任何同行评审会议/期刊（具有已出版的会议录）的论文不能被提交。先前以口头报告、海报或仅摘要形式发表，或在不具有正式会议录的非档案性场合发表（包括无会议录的工作坊或博士研讨会）的投稿是允许的。作者可以提交已作为预印本（例如，在 arXiv 或 SSRN 上）发布的匿名版本，而无需引用。ACM 对所有出版物都有严格的反剽窃、虚假陈述和伪造政策。

Resubmission Guidelines. A paper that receives a Resubmit decision during the Feb 2025 submission cycle may submit a revised version to the KDD 2026 (first cycle) deadline. A paper that was either rejected or withdrawn after receiving its reviews during the Feb 2025 deadline should not submit a revision, and should not be re-submitted as a fresh submission to the KDD 2026 (first cycle) deadline. Please also refer to the FAQ for Resubmission.
重新投稿指南。在 2025 年 2 月投稿周期中收到“重新投稿”决定的论文，可以提交修订版到 KDD 2026（第一周期）的截止日期。在 2025 年 2 月截止日期后收到评审并被拒或撤回的论文不应提交修订版，也不应作为全新投稿重新提交到 KDD 2026（第一周期）的截止日期。请参阅重新投稿常见问题解答。

Resubmission must be indicated upon submission, along with the OpenReview forum id of the previous submission. The resubmission should also include a one-page summary of changes as the first page of the submitted PDF.  While this summary page will not be counted in the limit of 8 content pages, exceeding the first page will be considered a violation.
提交时必须标明是重新提交，并附上先前提交的 OpenReview 论坛 ID。重新提交的论文应包括一份一页的变更摘要，作为提交 PDF 的第一页。虽然摘要页不计入 8 页内容页的限制，但超出第一页将被视为违规。

The reviewers/AC/SAC will have visibility of the previous submission and reviews. We anticipate that Resubmit papers that address the previously noted concerns appropriately would have a higher acceptance rate than fresh submissions, owing to the former’s selectivity and potential improvements.
审稿人/AC/SAC 将能够看到先前提交的论文和审稿意见。我们预计，针对先前提出问题的重新提交论文，由于其选择性和潜在改进，接受率会高于全新提交的论文。

Correspondingly, some of the fresh submissions to the Aug 2025 deadline may receive a Resubmit decision for Feb 2026 deadline.
相应地，一些在 2025 年 8 月截止日期提交的全新论文可能会收到 2026 年 2 月截止日期的重新提交决定。

Serving as Reviewer. To ensure that all papers receive a sufficient number of high quality reviewers, there is a requirement for authors to contribute to reviewing.
担任审稿人。为确保所有论文都能获得足够数量的高质量审稿人，要求作者参与审稿工作。

Either case above constitutes an acceptance and a commitment to carry out the regular reviewing load responsibly. Failure to provide a qualified reviewer when one exists in the author list, or failure to carry out the assigned reviewing duty properly, is grounds for desk rejection.
上述任何一种情况均构成接受并承诺负责任地完成常规审稿工作。当作者名单中存在符合条件的审稿人却未能指定，或未能正确履行分配的审稿职责，将导致稿件被直接拒稿。

Ethical Use of Data and Informed Consent. Authors are encouraged to include a section on the ethical use of data and/or informed consent of research subjects in their paper, when appropriate. You and your co-authors are subject to all ACM Publications Policies, including ACM’s Publications Policy on Research Involving Human Participants and Subjects (posted in 2021). Please ensure all authors are familiar with these policies.
数据与知情同意的伦理使用。鼓励作者在适当情况下在论文中包含关于数据伦理使用和/或研究对象的知情同意部分。你和你的合著者须遵守所有 ACM 出版物政策，包括 ACM 关于涉及人类参与者和受试者的出版物政策（2021 年发布）。请确保所有作者都熟悉这些政策。

Please consult the regulations of your institution(s) indicating when a review by an Institutional Ethics Review Board (IRB) is needed. Note that submitting your research for approval by such may not always be sufficient. Even if such research has been approved by your IRB, the program committee might raise additional concerns about the ethical implications of the work and include these concerns in its review.
请查阅贵机构的相关规定，了解何时需要通过机构伦理审查委员会（IRB）进行审查。请注意，仅提交研究供此类委员会审批并不总是足够的。即使此类研究已获得贵机构 IRB 的批准，程序委员会仍可能对研究的伦理影响提出额外关切，并将这些关切纳入其审查中。

Submissions that do not follow these guidelines or do not view or print properly, will be desk-rejected.
不符合这些指南或无法正常查看或打印的投稿将被直接拒稿。

Reviewing Process  审稿流程

Reviewing.  Each submission will receive at least three independent reviews, overseen by an Area Chair (AC). If any author of a submission, who is also a reviewer, does not carry out the reviewing task in a proper and timely manner, no author of that submission will see the reviews of that submission during the rebuttal stage. 
审稿。每篇投稿将至少获得三位独立审稿人的评审，由领域主席（AC）负责监督。如果投稿的任何作者同时也是审稿人，但未能以适当和及时的方式执行审稿任务，则该投稿的所有作者在反驳阶段将无法看到该投稿的评审意见。

Any use of generative AI tools during the reviewing process must be disclosed in the review form.  In particular, verbatim uploading of any passage from the paper being reviewed to any generative AI tool is forbidden.
在审稿过程中使用生成式人工智能工具必须在使用评审表格中披露。特别是，禁止将正在评审的论文中的任何段落逐字上传到任何生成式人工智能工具。

Rebuttal. Authors will have the chance to provide a response to each review during the rebuttal period. The ACs will consider the authors’ response to the points raised by the reviewers, as well as discussion among reviewers, to inform acceptance decisions.
反驳。作者将在反驳期内有机会对每条评审意见进行回应。领域主席将考虑作者对审稿人提出问题的回应，以及审稿人之间的讨论，以帮助做出接受决定。

Withdrawal. Authors may use the withdrawal button on OpenReview up until the end of the rebuttal period. Beyond that, any request to withdraw must be made to the PC Chairs in writing, and approval for late withdrawal is at the discretion of PC Chairs. If withdrawal is made after reviews have been revealed to authors, the paper will face a 12-month waiting period before it could be submitted to KDD again.
撤稿。作者可以在反驳期结束前使用 OpenReview 上的撤稿按钮。之后，任何撤稿请求必须书面提交给程序委员会主席，并且延期撤稿的批准由程序委员会主席自行决定。如果撤稿是在评审意见透露给作者之后进行的，该论文将面临 12 个月的等待期，之后才能再次提交给 KDD。

Decision. A range of factors including technical merit, originality, potential impact, quality of execution, quality of presentation, related work, reproducibility of results, and ethics, will be used by the ACs to make a recommendation. The PC Chairs will make the final decisions.
决定。审稿人将综合考虑技术价值、原创性、潜在影响、执行质量、展示质量、相关工作、结果可复现性以及伦理等因素，向程序委员会主席提出推荐意见。程序委员会主席将做出最终决定。

Transparency. By submitting paper(s) to KDD 2026, the authors agree that the original submission, reviews, meta-reviews, and discussions will be made public in OpenReview for all accepted papers.
透明度。通过向 KDD 2026 提交论文，作者同意将原始提交、评审意见、元评审意见和讨论内容在 OpenReview 上公开，供所有被接受的论文使用。

Conflict of Interest (COI) Policy
利益冲突（COI）政策

All authors and reviewers must declare conflicts of interest in OpenReview. A domain conflict (entered in Education & Career History) must be declared for employment at the same institution or company, regardless of geography/location, currently or in the last 12 months. A personal conflict should be declared when the following associations exist:
所有作者和审稿人必须在 OpenReview 中声明利益冲突。对于在相同机构或公司任职的情况，无论地理位置如何，都必须声明领域冲突（在教育及职业经历中填写）。在过去 12 个月内，如果存在以下关系，应声明个人冲突：

In general, we expect authors, PC, the organizing committee, and other volunteers to adhere to ACM’s Conflict of Interest Policy as well as the ACM’s Code of Ethics and Professional Conduct.
通常，我们期望作者、程序委员会、组委会和其他志愿者遵守 ACM 的冲突利益政策以及 ACM 的《伦理规范与职业行为准则》。

Any transgression that falls short of ethical standards will be investigated and may face disciplinary actions. Such transgressions include, but are not limited to, falsification, dual submission, collusion, pressuring any member of the program committee. Convicted misconduct may result in a 3-year ban from SIGKDD events for all the authors.
任何违反伦理标准的行为都将受到调查，并可能面临纪律处分。此类违规行为包括但不限于伪造、一稿多投、勾结、胁迫程序委员会成员。被认定有不正当行为的作者可能会被禁止参加 SIGKDD 活动 3 年。

To assess and be able to exclude CFP violations, authors must give consent to the SIGKDD to process and share their submission and other relevant data pertaining to the submission such as authors’ names, affiliations, and email addresses to related conference organizations. Any and all data will be processed by only the respective Program Chairs and the Ethics Committee Members.
为了评估并能够排除 CFP 违规行为，作者必须同意 SIGKDD 处理和共享其投稿及相关数据，包括作者姓名、所属机构和电子邮件地址给相关会议组织。所有数据将由各自程序主席和伦理委员会成员处理。

Publication and Presentation Policies
出版和展示政策

Publication. All accepted papers will be allowed the same maximum page length in the proceedings (12 pages, of which 9 are content pages), which will be published by ACM and will be accessible via the ACM Digital Library. That is, while we allow one more content page for accepted papers to incorporate reviewer feedback and enhance the quality of their papers, we limit the references and Appendix to only 3 pages. Accepted papers will require a further revision to meet the requirements of the camera-ready format required by ACM. Camera-ready versions of accepted papers can and should include all information to identify authors, and should acknowledge any funding received that directly supported the presented research. The rights retained by authors who transfer copyright to ACM can be found here.
发表。所有被接受的论文将被允许在会议录中具有相同的最大页数（12 页，其中 9 页为内容页），该会议录将由 ACM 出版，并通过 ACM 数字图书馆提供访问。也就是说，虽然我们允许被接受的论文增加一页内容页以纳入审稿人反馈并提高论文质量，但我们限制参考文献和附录仅限于 3 页。被接受的论文需要进一步修改以满足 ACM 要求的最终版格式。被接受的论文的最终版可以也应该包含所有用于识别作者的信息，并应承认任何直接支持所展示研究的资金。作者转让版权给 ACM 后保留的权利可在此找到。

Reproducibility.  In their submission, authors may refer to an anonymized GitHub repository, though not strictly required, it is highly recommended. After the submission deadline, there will be no further opportunity to share this with reviewers during the review process, as rebuttals and discussions will not allow hyperlinks.
可复现性。在投稿时，作者可以引用一个匿名化的 GitHub 仓库，虽然不是强制要求，但强烈建议。提交截止日期后，在评审过程中将没有机会再与审稿人分享，因为反驳和讨论不允许使用超链接。

Upon acceptance, authors are strongly encouraged to make their code and data publicly available. We are promoting the use of the “Artifacts Available” badge in ACM Digital Library. If you release any code, dataset, or similar artifact to accompany your paper, and host it in a publicly available, archival repository for research artifacts that provides a Document Object Identifier (DOI), you are welcome to apply for this badge.
论文被接受后，作者被强烈鼓励公开提供他们的代码和数据。我们正在推广在 ACM 数字图书馆中使用“成果可用”徽章。如果你发布任何代码、数据集或类似的成果来配合你的论文，并将其托管在一个提供文档对象标识符（DOI）的公开存档仓库中，你欢迎申请这个徽章。

There will be two rounds of applications for the badge:
申请徽章将分为两个阶段：

An artifact evaluation committee will check the artifacts of all accepted papers for availability and relatedness to the paper after the acceptance notification.
录用通知发出后，将会有一个成果评估委员会检查所有录用论文的成果，以确认其可用性以及与论文的相关性。

Registration. To be included in the proceedings, every accepted paper must be covered by a distinct conference registration, e.g., two multi-authored papers require two registrations, even if they have overlapping authors. This registration must be Full Conference (5-day) registration, at the standard (non-student) in-person rate, payment of which must be completed by the specified deadline. This registration requirement applies universally, regardless of attendance or presentation mode.
注册。为了被收录在会议论文集中，每篇录用的论文都必须有一个独立的会议注册，例如，两篇多人合著的论文需要两个注册，即使它们有重叠的作者。这个注册必须是全程会议（5 天）注册，按标准（非学生）的现场参会费率，付款必须在指定的截止日期前完成。这个注册要求适用于所有人，无论是否参会或参会模式如何。

Presentation. Every accepted paper must be presented at the conference. No-show papers may be withdrawn from the proceedings. 
展示。每篇录用的论文都必须在会议上进行展示。未出席的论文可能会被从论文集中撤下。

Official Publication Date. The official publication date is the date the proceedings are made available in the ACM Digital Library. This date for KDD 2025 will be confirmed at a later stage. The official publication date affects the deadline for any patent filings related to published work.
官方出版日期。官方出版日期是指会议录在 ACM 数字图书馆中可供获取的日期。KDD 2025 的官方出版日期将在后期确认。官方出版日期会影响与已发表作品相关的任何专利申请的截止日期。

Program Committee Co-Chairs
程序委员会联合主席

Email: KDD26-research-chairs@acm.org
邮箱：KDD26-research-chairs@acm.org

Srinivasan Parthasarathy (The Ohio State University)
斯里尼瓦桑·帕尔塔萨拉蒂（俄亥俄州立大学）

Xiangliang Zhang (University of Notre Dame)

TBD

KDD 2026 (Second Cycle) – Important Dates

As KDD receives two rounds of submissions per year, the anticipated dates for the next round are as follows.