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Paper Accepted at ICML'26.

We are excited to share that a paper from CLeAR has been accepted to ICML 2026! Here’s a snapshot: Conflict-Aware Additive Guidance for Flow Models under Co...

CAR Guidance: Staying On-Manifold under Compositional Rewards

We introduce a plug-and-play module that corrects off-manifold drift when guiding flow models with multiple rewards at inference time.

2 Papers at R:SS'26.

We are excited to share that two papers from CLeAR were accepted to R:SS 2026! More information about the papers is coming soon, but here’s a snapshot: ...

Introducing Dr. Ce Hao!

Ce Hao has graduated and is now Dr. Hao. Congratulations Ce!

3 Papers at ICLR'26.

All three of our submissions were accepted to ICLR 2026! A fantastic accomplishment by our CLeAR members and collaborators. Here’s a snapshot: Know ...

We're Hiring!

Multiple Postdoc and Research Assistant positions are open.

Introducing Dr. Alvin Heng!

Alvin Heng has graduated and is now Dr. Heng. Congratulations Alvin!