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Siyuan Du

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV3

identity via Semantic Scholar / OpenAlex

most citedLow-Rank Knowledge Decomposition for Medical Foundation Models

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2024

Reprogramming Distillation for Medical Foundation Models

Yuhang Zhou, Siyuan Du, Haolin Li +3

Medical foundation models pre-trained on large-scale datasets have demonstrated powerful versatile capabilities for various tasks. However, due to the gap between pre-training task…

cs.CV2024★ 1 cited

Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters

Yuhang Zhou, Zihua Zhao, Haolin Li +4

Training a unified model to take multiple targets into account is a trend towards artificial general intelligence. However, how to efficiently mitigate the training conflicts among…

cs.CV2024★ 1 cited

Low-Rank Knowledge Decomposition for Medical Foundation Models

Yuhang Zhou, Haolin Li, Siyuan Du +3

The popularity of large-scale pre-training has promoted the development of medical foundation models. However, some studies have shown that although foundation models exhibit stron…

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