ICML 2026 Peer Review FAQ
ICML 2026 Peer Review FAQ
This page addresses some frequently asked questions we have received regarding the peer review process for ICML 2026. Due to the high volume of emails we receive, we may not be able to respond to inquiries, especially to those that are already addressed on this page.
Email communications
Reciprocal reviewing and reviewer registration
Being an area chair or reviewer
Submitting a paper
Concurrent ICML submissions
Conflict of interest (COI)
Double-blind reviewing
Email communications
Q: From whom should I expect emails about the ICML peer reviewing process?
A: Emails via OpenReview will come from
noreply@openreview.net
and
icml2026-notifications@openreview.net
. Please make sure those emails are able to make it past any email/spam filters.
Q: I have a question not answered on this page: [...]?
A: The (general)
ICML FAQ page
answers a number of questions about icml.cc accounts, conference logistics, payment, registration, travel documents, etc. If you still cannot find the answer to your question, please use the following form to direct your question to the most appropriate organizer:
https://icml.cc/Help/Contact
. We will try our best to get back to you or update this page with an answer as soon as possible.
Reciprocal reviewing, reviewer registration, and bidding
Q: I have withdrawn my paper(s) and/or submitted a reciprocal reviewer correction, but I'm still getting reviewing emails. Do I still need to review? (Can you remove me from emails?)
A: You MUST review if
any
of the following apply:
You are listed on any
full submission
(at the full submission deadline) as a reciprocal reviewer AND you selected "This submission is NOT exempt from the Reciprocal Reviewing requirement" AND you have not submitted a Reciprocal Reviewing Correction form with a different reciprocal reviewer.
You are listed on any
full submission
(at the full submission deadline) as a reciprocal reviewer submitted via the Reciprocal Reviewing Correction form.
You will be an author on at least
4 full submissions
(at the full submission deadline) and you have not filed the
Per-author Reciprocal Reviewing Exemption form
(this form is ONLY for authors with 4 or more papers).
You DON'T need to review if
any
of the following apply:
All the papers that list you as a reciprocal reviewer have been or will be withdrawn (deleted) or desk rejected by the full submission deadline AND you will not be an author on 4 or more full submissions.
You will have less than 4 submissions (at the full submission deadline), and although you were originally listed as a reciprocal reviewer on some of them, the papers on which you were listed submitted
the Reciprocal Reviewing Correction form with other reviewers or with exemptions.
You will have 4 or more full submissions (at the full submission deadline), but you have filled out the
Per-author Reciprocal Reviewing Exemption
.
Update (2/1/2026):
If you find that you don't need to review, but you have filled out the registration form, we assume that you are interested in reviewing
(even if you're no longer required to do so); reach out to program-chairs@icml.cc if this is not the case. Even if you don't fill out the registration form, you may still receive some reviewing reminders until
January 30
February 3 (at that point we will have complete information to do the reviewer removals). Please disregard those emails.
Q: Do I need to fill out Reviewer Registration form?
A: If you would like to be a reviewer for ICML or you are required to be a reviewer according to the
criteria in the previous question
then you MUST fill out the Reviewer Registration form by
Thursday Jan 29th AOE
(that is 24 hours after the full submission deadline). You can access the form by selecting the “Registration” task at
https://openreview.net/group?id=ICML.cc/2026/Conference/Reviewers#reviewer-tasks
.
Q: The reciprocal reviewer we declared on our submission is not qualified. How do we update the reciprocal reviewer information?
A: At this point we are done with revisions of reciprocal reviewers. Please make sure that your reciprocal reviewer fills out the Reviewer Registration form. This will allow us to filter out those who are not qualified. We will reach out if we need additional qualified reviewers. Good-faith nominations, even if they do not meet the qualification criteria, won’t be penalized.
Q: The reciprocal reviewer we declared on our submission happens to be AC (which we didn't know at the time of submitting the nomination), and the correction form has been closed, what should we do?
A: Good-faith nominations like this won't be penalized. No action is needed from you. The AC will remain in the AC pool and won't be required to serve as a reviewer.
Q: I have submitted the Reciprocal Reviewing Correction form, but the originally submitted information still appears. Should I do anything?
A: This is expected behavior. As long as you see appropriate "correction" fields, we will assume that those override the original values.
Q: I do not meet reviewer qualifications, should I still bid on papers?
A (updated 2/1/2026): If you know you are not required to review and you are not planning to fill out the Reviewer Registration form, please don't bid.
If you have already filled out the Reviewer Registration form, you could wait until January 30. On January 30, we will review which reviewers meet the qualification criteria and notify those that are being removed from the reviewer pool.
If you are
required to review
, please make sure to fill out the registration form and place the bids. Program chairs may broaden the original reviewer criteria, so you might still be required to review (you will be told by February 3). If you are not required to review, but you have already filled out the registration form, please notify program-chairs@icml.cc that you do not wish to review (in this case you don't need to bid).
Q: I am in the process of bidding. The papers in this list are really out of my domain, with low affinity scores.
A: It's likely that you are added as a correction to an earlier reciprocal reviewer on a paper, which happened after we had computed the reviewer-paper affinity scores. These scores will be recomputed after the full paper deadline has now passed, and your bidding set will be more meaningful once we are able to deploy the final affinities. Please make sure to update your expertise by the full paper deadline and include only relevant papers.
Being an area chair or reviewer
Q: What are the qualifications to be an area chair for ICML?
A: ACs (a.k.a. meta-reviewers) must have seniority at least at the level of a junior faculty member in an academic institution (e.g., an assistant professor) or an industry equivalent. They must have substantial prior experience with reviewing for peer-reviewed conferences or journals. They must also have expertise and/or broad knowledge in multiple major sub-areas of machine learning.
The seniority and reviewing experience ensure that the AC is able to oversee and ensure the quality of work of several reviewers and provide feedback/guidance to reviewers where necessary. The expertise and broad knowledge ensure that the AC is able to judge the contributions and importance of the submissions relative to prior works and ultimately make recommendations about acceptance/rejection.
Q: I would like to volunteer to be an area chair for ICML 2026. How can I do this?
A:
We have completed our initial round of area chair selection.
You may still fill out the
ICML 2026 AC nomination form
, but we will only consider new nominations in case we need to recruit additional area chairs. All the nominations will be provided to ICML 2027 program chairs.
We are no longer accepting (self-)nominations for ACs.
Q: As an AC, how do I communicate with authors?
A: You can use the “Author AC Confidential Comments” button.
Q: What are the qualifications to be a reviewer for ICML?
A: Reviewers must have research experience equivalent to a second-year graduate student in machine learning or a related field. They must have been a primary author* on at least two peer-reviewed conference or journal papers published in a related venue (e.g., ICML, NeurIPS, ICLR, UAI, AISTATS, COLT, ALT, JMLR, TMLR, CVPR, ICCV, ACL, NAACL, EMNLP, SIMODS – note that this is not meant to be an exhaustive list). We strongly encourage each first-time reviewer to identify a ‘mentor’ (such as a research advisor or manager) who has both the necessary qualifications for and prior experience with reviewing, and who has agreed to oversee and assist the reviewer in their reviewing tasks.
The research experience ensures the reviewer is to be able to competently evaluate a submission’s methodology, interpret findings and results, and to evaluate contributions in the context of prior works. Prior authorship ensures that the reviewer understands the peer review process (at least from the side of the authors) and the standards and conventions of composing reviews and corresponding with authors.
*We leave it to your own discretion to interpret what is meant by "primary author", as this may vary between sub-areas of machine learning.
Q: What is the reviewing load for reviewers? Can I get a reduced reviewing load?
A: We are aiming for a load of around 5-6 submissions per reviewer. Unfortunately we are not allowing for reduced load reviewing this year.
Q: I would like to volunteer to be a reviewer for ICML 2026. How can I do this?
A: Please fill out the
ICML 2026 reviewer nomination form
. You will need to provide your OpenReview profile as part of this form submission.
We are no longer accepting (self-)nominations for reviewers.
Concurrent ICML submissions
Q: I have multiple ICML submissions. Which of them should cite each other following ICML's
dual and concurrent submission policy
?
A: You should cite and discuss all of your concurrent submissions that a reasonable reader/reviewer might expect to see in a related work section. For example, if one of your ICML submissions builds on the idea of another submission then it must be cited. As another example,
if a reader saw the two papers side by side (title, abstract, and only skimmed through the sections) would they wonder how the two papers differ, what one adds on top of the other, how substantial is the contribution of one over the other, etc.? If the answer is yes, then the two papers should cross-cite and discuss each other.
Q: How should the concurrent ICML submissions cite each other?
A: Anonymized PDFs of all the cited concurrent submissions must be provided in the supplementary material. For the citation format, you could consider something like this:
@misc{ConcurrentWork1,
title = "
Executive Summary
The ICML 2026 Peer Review FAQ provides a comprehensive guide to the peer review process for the International Conference on Machine Learning (ICML) 2026. It addresses frequently asked questions related to email communications, reciprocal reviewing, reviewer registration, conflict of interest, and double-blind reviewing. The document aims to streamline the peer review process by centralizing information and reducing the volume of inquiries directed to the organizers.
Key Points
- ▸ Email communications related to the peer review process will come from specific OpenReview addresses.
- ▸ Reciprocal reviewing requirements are detailed, including conditions under which reviewers must or must not review.
- ▸ Authors with four or more submissions can apply for a reciprocal reviewing exemption.
- ▸ Conflict of interest and double-blind reviewing policies are outlined to ensure fairness and transparency.
Merits
Comprehensive Guidance
The FAQ provides detailed and specific information on various aspects of the peer review process, which can help participants navigate the process more effectively.
Reduction of Inquiries
By centralizing information, the FAQ aims to reduce the volume of emails directed to the organizers, allowing them to focus on more critical tasks.
Transparency
The document outlines clear policies on conflict of interest and double-blind reviewing, promoting transparency and fairness in the review process.
Demerits
Complexity
The conditions for reciprocal reviewing can be complex and may confuse participants, potentially leading to misunderstandings or non-compliance.
Limited Interactivity
While the FAQ is comprehensive, it does not provide a direct interactive platform for real-time Q&A, which could be beneficial for resolving urgent or unique issues.
Expert Commentary
The ICML 2026 Peer Review FAQ is a well-structured and informative document that addresses critical aspects of the peer review process. Its comprehensive nature is a significant strength, providing participants with clear guidelines on email communications, reciprocal reviewing, and conflict of interest policies. However, the complexity of the conditions for reciprocal reviewing could pose a challenge for some participants, potentially leading to confusion or non-compliance. The FAQ's emphasis on transparency and fairness in the review process is commendable and aligns with best practices in academic conferences. While the document is thorough, the absence of an interactive platform for real-time Q&A could be a limitation, especially for resolving urgent or unique issues. Overall, the ICML 2026 Peer Review FAQ sets a high standard for peer review guidelines and can serve as a valuable resource for other academic conferences seeking to enhance their review processes.
Recommendations
- ✓ Simplify the conditions for reciprocal reviewing to make them more understandable and easier to comply with.
- ✓ Consider implementing an interactive platform for real-time Q&A to address urgent or unique issues that may arise during the peer review process.