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David Li

From slow samplers to few-step generators.

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About me

I work on fast generative modeling: distilling diffusion and matching-model teachers into compact students that sample in a few steps.

Currently, I am a first-year PhD student at MBZUAI, supervised by Eric Moulines, Maxim Panov, and Alexander Korotin.

Selected highlights

Project Venue Focus Links
IDLM ICML 2026 Few-step diffusion language generation Project / Paper / Code
RealUID ICLR 2026 Oral Real-data inverse distillation Paper / Code
IBMD ICML 2025 Fast bridge-model generation Paper / Code

LiSearch

I run LiSearch, a small channel for reading, explaining, and discussing generative model papers.

LiSearch Telegram LiSearch YouTube

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For the full publication list, see my research page. For a conversation, reach me by email, LinkedIn, or X.

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