Hongsong Zhu

Joint Classification of IoT Devices and Relations in the Internet with Network Traffic

2022 · 2022 IEEE Wireless Communications and Networking Conference (WCNC)

With the rapid growth and popularization of Internet of Things (IoT), more and more devices are deployed in homes, enterprises, cities, etc. The existed methods to classify types and relations of devices are usually two …

TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking

2020

Extracting entities and relations from unstructured text has attracted increasing attention in recent years but remains challenging, due to the intrinsic difficulty in identifying overlapping relations with shared entities. Prior works show that joint learning …