APL-LLM: adaptive pseudo-labeling with large language models for few-shot node classification

Junyi Li; Chenweinan Jiang; Daixin Wang; Guo Ye; Libang Zhang; Huimei He; Binbin Hu; Zhiqiang Zhang; Fuzhen Zhuang

doi:10.1007/s11704-025-51174-6

APL-LLM: adaptive pseudo-labeling with large language models for few-shot node classification

Junyi Li
, Chenweinan Jiang
, Daixin Wang
, Guo Ye
, Libang Zhang
, Huimei He
, Binbin Hu
, Zhiqiang Zhang
, Fuzhen Zhuang^*

^*此作品的通讯作者

人工智能学院(人工智能研究院)

科研成果: 期刊稿件 › 快报 › 同行评审

源语言	英语
文章编号	2012365
期刊	Frontiers of Computer Science
卷	20
期	12
DOI	https://doi.org/10.1007/s11704-025-51174-6
出版状态	已出版 - 12月 2026

访问文件

10.1007/s11704-025-51174-6

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链接到 Scopus 的出版物

引用此

@article{c12300bf25544bd78467d5c34c6e0305,

title = "APL-LLM: adaptive pseudo-labeling with large language models for few-shot node classification",

author = "Junyi Li and Chenweinan Jiang and Daixin Wang and Guo Ye and Libang Zhang and Huimei He and Binbin Hu and Zhiqiang Zhang and Fuzhen Zhuang",

year = "2026",

month = dec,

doi = "10.1007/s11704-025-51174-6",

language = "英语",

volume = "20",

journal = "Frontiers of Computer Science",

issn = "2095-2228",

publisher = "Higher Education Press Limited Company",

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TY - JOUR

T1 - APL-LLM

T2 - adaptive pseudo-labeling with large language models for few-shot node classification

AU - Li, Junyi

AU - Jiang, Chenweinan

AU - Wang, Daixin

AU - Ye, Guo

AU - Zhang, Libang

AU - He, Huimei

AU - Hu, Binbin

AU - Zhang, Zhiqiang

AU - Zhuang, Fuzhen

PY - 2026/12

Y1 - 2026/12

UR - https://www.scopus.com/pages/publications/105030614100

U2 - 10.1007/s11704-025-51174-6

DO - 10.1007/s11704-025-51174-6

M3 - 快报

AN - SCOPUS:105030614100

SN - 2095-2228

VL - 20

JO - Frontiers of Computer Science

JF - Frontiers of Computer Science

IS - 12

M1 - 2012365

ER -