Autoround in vLLM Office Hours

[yiliu30]

https://github.com/intel/auto-round/blob/news-vllm/docs/publication_list.md

Description

Type of Change

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• Documentation update
• Performance improvement
• Code refactoring
• Other (please describe):

Related Issues

Fixes #
Relates to #

Changes Made

Testing

• Tested locally
• Added/updated unit tests
• All existing tests pass
• Tested on specific hardware/environment (please specify):

Checklist

• My code follows the project's coding style
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have updated the documentation accordingly
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes

Additional Context

[Copilot]

Pull request overview

This PR adds a documentation entry for an AutoRound algorithms presentation at vLLM Office Hours. The change is straightforward, adding a new 2026 section to the publication list with a link to the YouTube recording from January 2026.

Changes:

• Added a new "2026" section to the publication list
• Documented the AutoRound algorithms presentation with a YouTube recording link

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