百晓学者学者目录

覃鹏

讲师，广东金融学院

精选作品

期刊论文

2026

Handling Learnwares From Heterogeneous Feature and Label Spaces With Explicit Label Exploitation

Peng Tan, Zhi-Hao Tan, Hai-Tian Liu, Zhi-Hua Zhou

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks

Peng Tan, Feifan Yang, Zhi-Hao Tan, Zhi-Hua Zhou

AAAI Conference on Artificial Intelligence

DOI

2026

Integrated Learnware Identification and Reuse via Reusability-Aware Metric Learning

Hai-Tian Liu, Peng Tan, Jian-Dong Liu, Zhi-Hao Tan, Zhi-Hua Zhou

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

DOI

2025

基于Anomaly-Transformer的智慧工厂设备故障检测

陈胜华，覃鹏，杨颖

《物联网技术》

DOI

2025

Learnware of Language Models: Specialized Small Language Models Can Do Big

Zhi-Hao Tan, Zihan Zhao, Hao Shi, Xin-Yu Zhang, Peng Tan, Yang Yu, Zhi-Hua Zhou

arXiv.org

DOI

2024

Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation

Peng Tan, Hai-Tian Liu, Zhi-Hao Tan, Zhi-Hua Zhou

Neural Information Processing Systems

DOI

2024

Beimingwu: A Learnware Dock System

Zhi-Hao Tan, Jian-Dong Liu, Xiao Bi, Peng Tan, Qin-Cheng Zheng, Hai-Tian Liu, Yi Xie, Xiaochuan Zou, Yang Yu, Zhi-Hua Zhou

Knowledge Discovery and Data Mining

DOI

2023

基于改进Bertsum模型的中文专利长文本抽取式自动摘要研究

覃鹏

《兰州理工大学》

2023

Handling Learnwares Developed from Heterogeneous Feature Spaces without Auxiliary Data

Peng Tan, Zhi-Hao Tan, Yuan Jiang, Zhi-Hua Zhou

International Joint Conference on Artificial Intelligence

DOI

2022

Towards enabling learnware to handle heterogeneous feature spaces

Peng Tan, Zhi-Hao Tan, Yuan Jiang, Zhi-Hua Zhou

Machine-mediated learning

DOI

2019

Multi-label optimal margin distribution machine

Zhi-Hao Tan, Peng Tan, Yuan Jiang, Zhi-Hua Zhou

Machine-mediated learning

DOI

研究方向

图深度学习与半监督学习图像与自然语言处理深度学习

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