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Home/Authors/Dawn Li

Dawn Li

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

ML×1NLP×1

Frequent co-authors

Mind Lab1×
:1×
Song Cao1×
Vic Cao1×
Kaijie Chen1×
Bunny Fan1×

Research Timeline

2026
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

The paper reframes Parameter-Efficient Fine-Tuning (PEFT) from a mere cost-saving alternative to a robust architecture for creating persistent, personalized models that layer specific behaviors onto large shared foundation models.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.CLRecentJun 1, 2026

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Mind Lab, :, Song Cao, Vic Cao +51 more

The paper reframes Parameter-Efficient Fine-Tuning (PEFT) from a mere cost-saving alternative to a robust architecture for creating persistent, personalized models that layer specific behaviors onto l…

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