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researcher

Lin Zheng

3 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
  • eess.SY1
ORCID 0000-0003-2918-6067
same name
  • Lin Zheng — 3 papers
  • Lin Zheng — 2 papers
  • Lin Zheng — 2 papers, h 11
  • Lin Zheng — 2 papers
  • Lin Zheng — 1 paper
  • Lin Zheng — 1 paper, h 14

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedSplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models

8 citations · 10 across the 3 of their papers we have counts for

collaborators

3 papers

eess.SY2024★ 2 cited

MERIT: Multimodal Wearable Vital Sign Waveform Monitoring

Yongyang Tang, Zhe Chen, Ang Li +6

Cardiovascular disease (CVD) is the leading cause of death and premature mortality worldwide, with occupational environments significantly influencing CVD risk, underscoring the ne…

cs.LG2024★ 8 cited

SplitLoRA: A Split Parameter-Efficient Fine-Tuning Framework for Large Language Models

Zheng Lin, Xuanjie Hu, Yuxin Zhang +6

The scalability of large language models (LLMs) in handling high-complexity models and large-scale datasets has led to tremendous successes in pivotal domains. While there is an ur…

cs.CL2024

Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning

Naibin Gu, Peng Fu, Xiyu Liu +3

Parameter-efficient fine-tuning (PEFT) has emerged as the predominant technique for fine-tuning in the era of large language models. However, existing PEFT methods still have inade…

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