Search Results for author: Naibo Wang

Found 5 papers, 4 papers with code

EasySpider: A No-Code Visual System for Crawling the Web

1 code implementation ACM The Web Conference 2023 Naibo Wang, Wenjie Feng, Jianwei Yin, See-Kiong Ng

As such, web-crawling is an essential tool for both computational and non-computational scientists to conduct research.


Data-Free Diversity-Based Ensemble Selection For One-Shot Federated Learning in Machine Learning Model Market

1 code implementation23 Feb 2023 Naibo Wang, Wenjie Feng, Fusheng Liu, Moming Duan, See-Kiong Ng

The emerging availability of trained machine learning models has put forward the novel concept of Machine Learning Model Market in which one can harness the collective intelligence of multiple well-trained models to improve the performance of the resultant model through one-shot federated learning and ensemble learning in a data-free manner.

Ensemble Learning Federated Learning

Service Wrapper: a system for converting web data into web services

1 code implementation17 Oct 2019 Naibo Wang, Zhiling Luo, Xiya Lyu, Zitong Yang, Jianwei Yin

In this work, we construct a service wrapper system to convert available data in web pages into web services.

A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection

1 code implementation23 Jul 2019 Qinbin Li, Zeyi Wen, Zhaomin Wu, Sixu Hu, Naibo Wang, Yuan Li, Xu Liu, Bingsheng He

By systematically summarizing the existing federated learning systems, we present the design factors, case studies, and future research opportunities.

BIG-bench Machine Learning Federated Learning +1

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