ICML 2026 Area Chair Experience

Introduction

I served as an area chair again for ICML 2026. In this blog post, I would like to share my experience this year.

ICML 2026 Area Chair Experience

Number of Papers Assigned

This year, I got assigned 16 papers, which is substantially more than the number of papers I got assigned in any conference I served in any previous years. The workload is higher than I expected, but I would have to squeeze more time from my daily work and weekends to do the volunteer work. To be honest, I found it hard.

LLM Use In Review

This year, ICML 2026 implemented a two-policy framework for LLM use in reviewing:

Policy A (Conservative):

• Use of LLMs for reviewing is strictly prohibited.

Policy B (Permissive):

• Allowed: Use of LLMs to help understand the paper and related works, and polish reviews. Submissions can be fed to privacy-compliant* LLMs.
• Not allowed: Ask LLMs about strengths/weaknesses, ask to suggest key points for the review, suggest an outline for the review, or write the full review

Reviewers declare which policy they want to follow, and authors declare whether they require their papers to be reviewed under Policy A, or allow them to be reviewed under Policy B. Any reviewer who is an author on a paper that requires Policy A must also be willing to follow Policy A. Submissions are matched with compatible reviewers.

To detect LLM use in reviewing, ICML 2026 has modified submitted PDFs with a machine-readable watermark that will instruct LLM to produce specific phrases in reviews. If any review is flagged for LLM policy violation, it will be manually confirmed. The papers from the reviewers who violate the policy will be desk rejected, and there is one such paper among the papers assigned to me.

What’s somewhat confusing to the area chairs is that the area chairs do not know which policy does each paper should follow, but the reviewers themselves do know because reviewers declare their policy preference. For some reason it is intended by ICML 2026.

Paper Acceptance

Among the 16 papers assigned to me, I recommended accepting one paper. One interesting fact is that I think I have been assigned with papers from the same laboratory or team that submitted this recommended paper in the past few years in a few different conferences and usually they are of good quality.

References

• ICML 2025 Area Chair Experience